Delivery overview

Agents logged 90 h of the team's 141.5 h this week and closed 9 tasks. Fleet Tracker v1.8.0 was rolled back from UAT on Wed Oct 14 and has been waiting on your decision for 2 days.

Hours this week
141.5
64% of 141.5 h logged by agents
Proposals in flight
37
18 building, 9 verified
Ready to invoice
$26,200
Fleet Oct hours $14,200 + HR Insights Oct retainer $12,000

Hours logged

Logged by agentsLogged by people

Waiting on you

DecisionProjectRaised byWaitingAction
v1.8.0 failed in UATSmoke test "upload over 20 MB" failed, run 1190Fleet TrackerPipeline2 d
Approve proposal FLT-015 Bulk upload5 acceptance criteria, estimated 11 hFleet TrackerClaude for Kasun3 h
Week 42 timesheets3 of 5 people submitted, 87.5 h. Team 141.5 h, 64% from agents3 projectsClaude, 38 commits5 h
Link commit author ci-bot@builds.local6 commits have no ownerContoso PortalGit sync1 d

Agent activity

3 running
  • AI

    Claude for Nimal finished task 3 of CON-014 Invoice export

    1.5 h logged from commit a91f3c2
  • AR

    Ayesha promoted Contoso v2.4.0 to QA

    Confirmed by pipeline run 1182
  • AI

    specclaw verified CON-012 SSO token refresh

    4 of 4 criteria pass, tagged v2.4.0

Chat answers again

A fix with no new screen: chat replies instead of showing "AI chat failed". Fictional data.

amax chat

Before: every turn failed

You: What needs my attention on Fleet Tracker?

amax: Two items: the March invoice for Northwind Demo Co. is 12 days overdue, and Kasun Dias logged 46 h this week.

Overview: changed blocks

The Overview is built as in Delivery overview. Only these two blocks differ.

Where time went

This week, by project
141.5 h
  • Fleet Tracker 58 h · 41%
  • Contoso Portal 51 h · 36%
  • HR Insights 32.5 h · 23%

Release readiness

Contoso v2.4.0
2 of 4
Dev, QA passed. In QA, UAT next
Fleet v1.8.0
2 of 4
Rolled back from UAT on Oct 14

Insights

Agents read your projects, people, pipeline and the market every week, then tell you where you're heading and what to do next.

This week's briefing

Written by the strategy agent on Mon Oct 12 from 1,284 signals. Each point links to its evidence.

  1. Fleet Tracker is driftingVelocity is down 32% for 3 sprints, the UAT rollback reopened 2 proposals, and the client hasn't joined the last 2 reviews.Suggest: a scope call this week, and add one QA engineerFrom sprint data, pipeline run 1190 and meeting logs in amax; high confidence; Oct 12
  2. You're ahead on agentic AI44 people now hold AI skills (up from 12 in January). Market demand for agentic modernisation of .NET estates is up 38% this quarter.Suggest: package a fixed-price offeringFrom the skills matrix, 27 RFP debriefs in amax and 31 public reviews; medium confidence; Oct 12
  3. Bench risk in January6 people roll off in January with nothing planned. 3 of them match the Northwind claims-copilot opportunity.Suggest: push Northwind to signature before Dec 15From allocations and the presales board; medium confidence; Oct 12

Projects at risk

ProjectRisk of missing the dateWhy the agent thinks soTrendAction
Fleet TrackerDue Nov 14
71%
Velocity down 32%, UAT rollback, 2 reviews skipped↑ worse
Contoso Portalv2.5.0 due Nov 28
34%
Global search has 4 tasks left and Nimal has asked for leave Oct 27–30steady
HR InsightsRetainer
12%
On time; margin 41% against a 35% target↓ better

Opportunities from your skills

Your people's skills matched with market demand
Demand ↑ 38%14 people fit

Agentic modernisation of legacy .NET

Azure AI, .NET 9, MCP. Your delivery record: 6 projects.From 27 RFP debriefs in amax and 31 public reviews; medium confidence; Oct 12
Margin potential: high
Demand ↑ 21%9 people fit

Data platforms on Microsoft Fabric

Fabric, Power BI, Synapse. Fabrikam phase 2 is in discovery.From 14 client conversations logged in amax; medium confidence; Oct 12
Margin potential: medium
Skills gap2 people fit

AI governance and ISO 42001 readiness

Regulated clients are asking. You already run ISO 27001.From 5 client emails and 2 RFPs in amax; low confidence; Oct 9
Needs: 1 hire + training

Talent growth

↑ 17.9% headcount this year (156 → 184)
HeadcountPeople with AI skills
Attrition, 12 months
8.4%
↓ 2.1 pts
Promoted this year
23
13% of people
Certifications
41
6 expire soon

Market position

Win rate
38%
↑ 6 pts
Share of voice
4.2%
rank 7 of 22
Review rating
4.8
31 reviews
How buyers see you against peers

From 27 RFP debriefs in amax and 31 public reviews; medium confidence; Oct 12. Share of voice from a sample of 22 firms; low confidence.

Delivery speed
8.2
AI capability
7.6
Price
6.9
Brand awareness
4.1

World trends to act on

Market agent
Take on
Agent platforms in the enterpriseAgent pilots came up in 18 of 40 client conversations this quarter. Fits your MCP and Azure AI work.From 40 client conversations logged in amax; medium confidence; Oct 12
Take on
Payday Super in Australia from July 2026Mid-size AU firms need payroll changes. You know the domain.From the Australia country pack and 6 client emails; high confidence; Oct 9
Watch
Price pressure on staff augmentationRates down 9% year on year in Australia and Sri Lanka.From 27 RFP debriefs and 9 lost-bid notes in amax; medium confidence; Oct 12
Skip
Low-code app factoriesCrowded, and low margin for your profile.From 9 bid notes in amax; low confidence; Sep 30

Recurring agent work

JobRunsLast resultOn
Project risk scanVelocity, scope, client signalsDaily 06:001 new risk
Market and trends scanNews, RFPs, reviews, analystsMondays3 trends
Skills-to-opportunity matchSkills matrix vs pipelineWeekly2 matches
Payroll variance checkBefore each pay runMonthly3 explained, 1 to check
Teams and email scanSales channels and account mailboxesHourly2 new opportunities
Unused licence sweepMicrosoft 365, Azure DevOps, SaaS seatsMonthly$7,488 a year to save

Projects

3 active projects for 3 clients. Fleet Tracker is at risk; Contoso Portal is on track for v2.5.0.

Active projects
3
1 more in presales handover
Contract value
$774,000
54% of $774k invoiced
Average margin
36.4%
Revenue-weighted, above the 35% target
At risk
1 project
Fleet Tracker, 71% risk

Tasks done per week

All projects
DonePlanned

Revenue by project

    Portfolio

    ProjectManagerSprintProgressHealthMarginNext releaseActions
    Contoso PortalContoso, fixed price
    MFMaya F.
    Sprint 18
    9 of 16
    On track38.2%v2.5.0, Nov 28Open board
    Fleet TrackerWide World Importers, time and materials
    NSNimal S.
    Sprint 11
    5 of 16
    At risk29.6%v1.8.0, retry UATOpen board
    HR InsightsNorthwind HR, retainer
    ARAyesha R.
    Kanban
    14 of 17
    On track41.0%v0.9.3, Nov 6Open board

    Contoso Portal

    Sprint 18 runs Mon Oct 12 to Fri Oct 23. 9 of 16 tasks done, on track for v2.5.0. Released means it reached Prod.

    ProposalsReleasesContract
    Proposed 2
    CON-016

    Audit trail on approvals

    ARest. 6 h
    CON-017

    CSV import for clients

    Claude for Nimalest. 4 h
    Planned 1
    CON-013

    Dark mode

    KD0 of 3 tasks
    Building 2
    CON-014

    Invoice export to PDF

    Claude for Nimal3 of 5, 7.5 h
    CON-011

    Global search

    KD1 of 5, 2 h
    Verified 2
    CON-012

    SSO token refresh

    specclawv2.4.0, in QA
    CON-010

    Email digest

    specclawv2.4.0, in QA
    Released to Prod 1
    CON-009

    Reports v2

    v2.3.0In Prod

    Proposals

    Every specclaw change across your projects, with the time spent on it and how far it has shipped.

    Proposals by phase

    37 in flight
    • Proposed6
    • Planned4
    • Building18
    • Verified9
    • Released this month5

    Shipped to Prod per week

    ↑ 12.6%
    ProposalProjectPhaseTasksTimeReleaseShipped toOwner
    CON-014 Invoice exportContoso PortalBuilding
    7.5 hv2.5.0Not yetNimal Silva
    CON-012 SSO token refreshContoso PortalVerified
    9.0 hv2.4.0QAAyesha Rahman
    CON-010 Email digestContoso PortalVerified
    14.0 hv2.4.0QAKasun Dias
    CON-009 Reports v2Contoso PortalReleased
    22.5 hv2.3.0ProdNimal Silva
    FLT-015 Bulk uploadFleet TrackerProposed–0.5 hNoneNot yetKasun Dias

    Releases

    A release moves when a pipeline reports a deployment, when an agent records one, or when you promote it here.

    Release map

    DevQAUATProd Contoso Portalv2.4.0, 2 proposals Testing since Oct 15 Fleet Trackerv1.8.0, 5 proposals Rolled back Wed Oct 14 HR Insightsv0.9.2, 4 proposals Live since Oct 1

    All releases

    ReleaseProjectProposalsDevQAUATProdAction
    v2.5.0Contoso Portal3––––Building
    v2.4.0Contoso Portal2Oct 12Oct 15, testing––
    v1.8.0Fleet Tracker5Oct 8Oct 12Rolled back Oct 14Run 1190, waiting on Maya 2 d–
    v0.9.2HR Insights4Sep 22Sep 25Sep 29Oct 1Live

    Team time

    Week 42, Mon Oct 12 to Fri Oct 16 (today, in progress). 3 of 5 people have submitted 87.5 h. Agents logged 90.2 h, 64% of the team's 141.5 h.

    Hours per day

    From commits and agentsAdded by people
    40 h30 h20 h10 h0
    40 h a day planned

    This week

    141.5 h of 200 h allocated
    Contoso Portal68.0 h
    Fleet Tracker51.5 h
    HR Insights22.0 h

    Timesheets

    PersonMonTueWedThuFriTotalFrom agentsStatusActions
    NSNimal Silva
    8.08.57.08.0–31.571%Submitted
    KDKasun Dias
    8.08.08.07.51.032.578%Submitted
    AR
    Ayesha RahmanCasual leave Fri
    7.58.0–8.0–23.544%Submitted
    TWTharushi Wijesinghe
    7.08.08.06.0–29.066%Draft
    DW
    Dinesh WickramaJoined Oct 5
    7.67.67.62.2–25.052%Draft

    Allocations and forecast

    Ayesha is over-allocated in December. Kasun has no work planned from January.

    Capacity and demand

    Delivery people, Oct to Mar
    DemandCapacity

    Bench by skill, January

    6 people

      People by month

      PersonProjectOctNovDecJan, forecastFeb, forecast
      NSNimal Silva
      Contoso Portal50%50%50%50%–
      Nimal SilvaFleet Tracker Manages it50%50%50%50%–
      Nimal, total100%100%100%100%–
      ARAyesha Rahman
      Contoso Portal50%50%50%50%50%
      Ayesha RahmanHR Insights50%50%70%50%50%
      Ayesha, total100%100%120%100%100%
      KDKasun Dias
      Fleet Tracker80%80%80%BenchBench
      Kasun DiasContoso Portal20%20%20%––
      Kasun, total100%100%100%0%0%

      People

      184 people in 2 entities. 3 probation reviews are due this month and 2 contracts end in November.

      Headcount
      184
      171 Sri Lanka, 13 Australia
      Joiners and leavers, Q4
      3 / 0
      3 joined, 0 left. 2 more join Nov 2
      On probation
      11
      3 reviews due this month
      Documents missing
      7
      Agent sent reminders

      People by department

      184 people

      Joiners and leavers

      42 joined, 14 left: net +28 this year
      JoinersLeavers

      Directory

      PersonRoleDepartmentEntityManagerStatusToday
      KDKasun DiasSenior software engineerEngineeringSri LankaMaya FernandoActiveWorking
      NSNimal SilvaTech leadEngineeringSri LankaMaya FernandoActiveWorking
      ARAyesha RahmanQA leadQualitySri LankaMaya FernandoActiveCasual leave
      LMLiam MurphyAccount directorSalesAustraliaSarah ChenActiveWorking
      TWTharushi WijesingheAssociate engineerEngineeringSri LankaNimal SilvaProbation ends Oct 31Working
      DWDinesh WickramaSoftware engineerEngineeringSri LankaMaya FernandoJoined Oct 5Working
      MRMohamed RifkhanSoftware engineerEngineeringSri LankaNimal SilvaJoins Nov 2Onboarding
      KD

      Kasun Dias

      Senior software engineer
      ActiveSri LankaOn Fleet Tracker
      Employee no.
      LL-0417
      Joined
      Mar 3, 2022
      Manager
      Maya Fernando
      Department
      Engineering
      Work email
      kasun.dias@example.dev
      Location
      Colombo, hybrid

      Employment

      Contract
      Permanent, full time
      Grade
      E4
      Basic salary
      LKR 285,000
      EPF number
      •••• 2231
      Bank
      Commercial Bank •••• 7740
      Next review
      Mar 2027

      Documents

      • Employment contractSigned Mar 1, 2022
        Signed
      • Promotion letter, E4Issued Apr 2, 2025
        Signed
      • Updated NIC copyRequested Oct 2
        Missing

      Leave balance

      8
      Annual8 of 14 days left
      5
      Casual5 of 7 days left
      6
      Medical6 of 7 days left

      Access and licences

      MFA on
      • E
        Entra IDEngineering, Fleet Tracker, VPN users
        Active
      • M
        Microsoft 365 E3Outlook, Teams, SharePoint
        $36/mo
      • D
        Azure DevOpsBasic + Test Plans
        $52/mo
      • G
        GitHub Copilot BusinessUsed today
        $19/mo
      • F
        Figma viewerUnused for 74 days
        Unused
      • MacBook Pro 14, LL-LT-0388Intune: compliant
        OK

      Leave

      Nimal asked for Oct 27–30 off, the same week as the Fleet Tracker v1.8.0 UAT retry. Next public holiday: Vap Full Moon Poya Day, Oct 26. Requests, approvals and cancellations happen in chat.

      Holiday calendar
      On leave today
      6
      3 annual, 2 casual, 1 medical
      Waiting for approval
      2
      1 clashes with a release
      Booked this month
      41 days
      Across 19 people
      Unused annual leave
      812 days
      Sri Lankan entity only; payroll values the liability

      Team calendar, October 2026

      AnnualCasualMedicalPendingHolidayToday, Oct 16

      Leave taken by type

      2026, in days

        Leave days per month

        Everyone

        Requests waiting for you

        PersonTypeDatesDaysClash checkAction
        NSNimal Silva
        AnnualOct 27 – Oct 304Overlaps Fleet Tracker v1.8.0 UAT retry Overlaps Contoso Portal v2.4.0 QA
        TWTharushi Wijesinghe
        CasualNov 21No clash

        October payroll, Sri Lanka

        The payroll agent checked 171 payslips against September and explained every change. People decide: 2 changes are still open, and one needs a check before anything is deducted.

        1. Draft from time and leave
        2. Agent variance check
        3. HR approval
        4. Finance approval
        5. Bank file and EPF/ETF
        6. Payslips sent
        Gross pay
        LKR 48.62M
        171 people, up 1.8% on September
        Net to banks
        LKR 39.07M
        Gross − EPF 8% 3.60M − APIT 5.95M
        Statutory
        LKR 16.30M
        EPF 9.00M + ETF 1.35M + APIT 5.95M. APIT due Nov 15; EPF and ETF by Nov 30

        Changes since September

        The agent explains, a person decides
        PersonChangeExplanationAgentDecision
        NSNimal Silva
        + 12,4006 h weekend overtime for the Sep 19 release of CON-009 Reports v2ExplainedAccepted by HR
        DWDinesh Wickrama
        First salaryJoined Oct 5, paid pro rata for 21 of 23 daysExplainedAccepted by HR
        ARAyesha Rahman
        − 9,8501.5 days with no time logged and no approved leave. Leave shows casual leave on Oct 16 that may not have synced. No deduction until HR accepts.Check before deducting
        RFRizwan Farook
        − 285,000Final settlement was paid in September; he left Sep 30Explained

        Tharushi's confirmation takes effect Nov 1, after her probation ends Oct 31, so it is not in October.

        Where the money goes

        LKR millions, October

          Payroll cost

          ↑ 1.8% on Sep

          Axis starts at 44M so the change is visible.

          Payslips

          Resolve the 2 open changes to approve the run
          PersonDepartmentGrossDeductionsNetCheckActions
          KDKasun Dias
          Engineering333,25053,475279,775Overtime
          NSNimal Silva
          Engineering512,40098,120414,280Overtime
          ARAyesha Rahman
          Quality402,65071,980330,670Change open

          Recruitment

          4 open roles. Two were raised by the resourcing agent from January demand on Fleet Tracker phase 2.

          Open roles
          4
          2 raised from demand forecasts
          Candidates
          63
          41 screened by the agent
          Time to hire
          31 days
          9 days faster than Q3
          Offers accepted
          80%
          4 of 5 offers accepted this quarter
          Applied 22
          DF

          Dinithi Fernando

          Match 86%LinkedIn
          AM

          Arjun Mehta

          Match 72%Careers page
          Screening 9
          SP

          Sachini Perera

          Match 91%Referral
          Interviews 5
          RJ

          Ravindu Jayasuriya

          2 of 3 roundsThu 10:00
          Offer 1
          HG

          Hasini Gunawardena

          Out for signatureSent Oct 14
          Hired this quarter 4
          MR

          Mohamed Rifkhan

          Starts Nov 2Onboarding

          Hiring funnel

          All roles, this quarter
          Applied63
          Screened41
          Interviewed19
          Offered5
          Hired4

          Hires per month

          ↓ 9 days to hire

          Learning and development

          18 programmes this year. All 184 people did the mandatory ISO 27001 course, and 126 people (68%) took part in optional programmes. 6 certifications expire before January.

          Programmes
          18
          11 internal, 7 external
          People in optional programmes
          126
          68% of 184 people
          Completion rate
          74%
          74%, against an 80% target
          Certifications
          41
          6 expire before January

          Programmes

          ProgrammeTypePeopleCompletionHours
          Azure AI Engineer cohortEnds Nov 20Certification22
          58%
          640
          Agentic engineering with MCPInternal, 6 sessionsWorkshop38
          92%
          456
          ISO 27001 awarenessMandatory, yearlyCompliance184
          100%
          184
          Leading delivery teamsNew managersLeadership9
          33%
          108

          People taking part

          2026

          Expiring soon

          • NS
            AZ-305 Solutions ArchitectNimal Silva, Dec 2
          • AR
            ISTQB AdvancedAyesha Rahman, Dec 18

          Financials

          Contoso's next invoice unlocks when v2.4.0 reaches Prod. Fleet Tracker has one invoice 9 days overdue.

          Contract value
          $774,000
          3 active contracts
          Invoiced to date
          $418,200
          54% of $774k contract value
          Overdue
          $18,315
          INV-0912, September hours, due Oct 7

          Invoiced per month

          USD, against target. October to date

          Receivables by age

          $96,400 open

            Contracts

            ProjectContractValueInvoicedNext invoicePayments
            Contoso PortalFixed priceRenews Mar 2027$420,000
            55%
            $60,000 when v2.4.0 is in ProdOn time
            Fleet TrackerTime and materials$45 an hour, capped$210,000
            72%
            $14,200 of October hours to date, not yet invoicedINV-0912 $18,315 (Sep hours), 9 days overdue
            HR InsightsRetainer$12,000 a month from Jul 1$144,000
            25%
            October retainer, $12,000, readyJul–Sep paid

            Presales

            $596,000 open across 3 opportunities, plus 2 more the inbox agent found in Teams and email. Northwind has its demo on Oct 21.

            Open pipeline
            $596,000
            3 opportunities, 2 suggested
            Weighted by win chance
            $280,800
            47% of $596k open value
            Win rate, 12 months
            38%
            Up 6 points
            Days to close
            64 days
            Average for won deals
            Found by agents in Teams and emailThe inbox agent reads the sales channels and account managers' mail every hour. Nothing is added until someone accepts it.
            OEmail to Liam, Oct 15

            Adatum, Australia asked for a quote on Payday Super payroll changes. About AUD 85,000 (≈ $56,000).

            TTeams, #sales-anz, Oct 16

            Woodgrove Bank raised AI governance and ISO 42001 readiness on a call. Roughly $60,000.

            New idea 0
            Lead 0
            Qualified 1
            Fabrikam

            Data platform, phase 2

            $320,00030%
            LMWorkshop Oct 24
            Proposal 1
            Northwind Insurance

            Claims copilot

            $180,00060%
            MFDemo Oct 21
            Negotiation 1
            Contoso

            Support retainer

            $96,00080%
            LMClose Nov 7
            Closed 2
            Northwind HRWon

            HR Insights retainer

            $144,000Won Jun 2
            TailspinLost

            Mobile banking revamp

            $150,000Sep 26
            LMLost on price

            Pipeline value

            $k, weighted vs total
            WeightedTotal

            Recent stage changes

            Tracked automatically
            • LM

              Liam moved Contoso support retainer to Negotiation

              Win chance 60% → 80%
            • AI

              Claude for Maya drafted the Northwind proposal

              From discovery notes and 3 past bids
            • MF

              Maya moved Northwind claims copilot to Proposal

              Win chance 40% → 60%
            • LM

              Liam marked Tailspin mobile banking Lost

              Reason: price. Competitor: regional consultancy

            Claims copilot

            PS-0142 for Northwind Insurance. In Proposal for 14 days; the demo on Oct 21 decides the next stage.

            1. New ideaAug 4
            2. LeadAug 7
            3. QualifiedAug 21
            4. Proposalsince Oct 2
            5. Negotiation
            6. Won

            Details

            Health: amber

            Calculated, not typed: the high-impact budget risk is open.

            Client
            Northwind Insurance, Australia
            Account manager
            LMLiam Murphy
            Presales lead
            MFMaya Fernando
            Service
            AI and agents
            Cost centre
            Northwind presales
            Value
            USD 180,000
            Estimate
            210 person-days
            Expected close
            Dec 15, 2026
            Lead source
            Referral
            Competing with
            2 regional consultancies

            Stage history

            Every change is logged
            1. ProposalMaya, Oct 2. Win chance 40% → 60%
              14 d
            2. Qualified, win chance updatedMaya, Sep 12. Discovery workshop held. Win chance 30% → 40%
              20 d
            3. QualifiedMaya, Aug 21. Win chance 20% → 30%
              22 d
            4. LeadLiam, Aug 7. Win chance 10% → 20%
              14 d
            5. New ideaLiam, Aug 4. Referral from HR Insights. Win chance 10%
              3 d

            Activities

            ActivityTypeOwnerDateProgress
            Live demo with claims teamAgent prepared the demo scriptDemo
            MFMaya
            Oct 21
            70%
            Proposal submittedDrafted by Claude for Maya, reviewed by LiamProposal
            MFMaya
            Oct 2
            Done
            Discovery workshopClaims intake, fraud checks, adjuster workloadWorkshop
            NSNimal
            Sep 12
            Done
            Intro callCall
            LMLiam
            Aug 7
            Done

            Tasks

            • NS
              Prepare the demo environmentDue Oct 20
              In progress
            • SK
              Security questionnaireDue Oct 25
              On hold
            • MF
              Pricing sign-off with financeDue Oct 28
              To start

            Risks and issues

            • Risk
              Client budget not confirmed until DecemberHigh impact, owner Liam
              Open
            • Assumption
              Client provides the Azure tenantOwner Nimal
              Agreed
            • Decision
              Fixed price for phase 1Decided Sep 30
              Closed

            Claims copilot

            PS-0142 for Northwind Insurance. In Proposal for 14 days. The demo on Oct 21 decides the next stage.

            Changes happen in chat. Pin anything, then ask.

            1. New ideaAug 4
            2. LeadAug 7
            3. QualifiedAug 21
            4. Proposalsince Oct 2
            5. Negotiation
            6. Won
            Ask amax to:

            Details

            Health: amber
            Client
            Northwind Insurance, Australia
            Presales lead
            Maya Fernando
            Value
            USD 180,000
            Expected close
            Dec 15, 2026

            Stage history

            1. ProposalMaya, Oct 2. Win chance 40% → 60%
              14 d
            2. QualifiedMaya, Aug 21
              22 d

            Activities

            Log one in chat
            ActivityTypeDate
            Live demo with claims teamDemoOct 21
            Proposal submittedProposalOct 2

            Tasks

            Prepare the demo environmentNimal, due Oct 20In progress
            Security questionnaireSara, due Oct 25On hold

            Risks and issues

            Client budget not confirmed until DecemberHigh impact, LiamOpen
            Client provides the Azure tenantAssumption, NimalAgreed

            Chat preview

            Claims copilot, PS-0142 Security questionnaire

            You: Move the questionnaire to Oct 30 and add a risk: client legal review is slow.

            amax: I'll make 2 changes on PS-0142: task due date Oct 25 → Oct 30, and a new risk "Client legal review is slow" (medium impact, owner Maya).

            Utilisation in October

            Billable hours ÷ available hours, October to date (Oct 1–16, 12 working days, 96 h per full-time person). Team: 222 ÷ 264 = 84%, against an 80% target.

            Utilisation, last 12 months

            Target 80%
            Billable utilisationTarget
            PersonAvailableLoggedBillableUtilisation
            NSNimal Silva
            96 h98.5 h88.0 h
            92%
            KDKasun Dias
            80 h2 days medical78.0 h70.0 h
            88%
            ARAyesha Rahman
            88 h1 day casual84.0 h64.0 h
            73%
            Team264 h260.5 h222.0 h
            84%

            Access and licences

            What everyone can sign in to, from Microsoft Entra ID, Azure DevOps, Intune and your SaaS tools. 23 seats have gone unused for 60 days.

            Licence spend, monthly
            $14,860
            12 products
            Unused seats
            23
            $624 a month to save
            Devices compliant
            96.4%
            96.4% of 231 devices; 7 need updates
            Leavers with access
            0
            Revoked on the last day

            Licences

            ProductSeatsAssignedActive 30 dMonthlyUnused seatsUnused cost
            MMicrosoft 365 E3
            190
            184
            181$6,8403$108
            DAzure DevOps, Basic + Test Plans
            60
            56
            50$2,9126$276Test Plans add-on only
            GGitHub Copilot Business
            120
            112
            108$2,2804$76
            FFigma Professional
            40
            38
            29$6009$135
            JJetBrains All Products
            30
            27
            25$8701$29
            Unused, all products23$624a month

            Spend by product

            $14,860 a month

              Licence savings

              Licence agent
              • F
                9 Figma seats unused for 60+ daysSave $1,620 a year. 92% confidence
              • D
                6 Test Plans seats on people who never ran a testSave $3,312 a year. 85% confidence

              Devices

              From Intune
              Compliant223
              Need an OS update7
              Not assigned to anyone1

              People and access

              PersonEntra groupsLicencesDevicesAdmin rolesLast reviewActions
              KDKasun Dias341NoneJul 2026Open
              SKSahan Kumara762Global adminJul 2026
              VCVendor contractor, DataCo
              110NoneExpires Nov 15
              RFRizwan Farook
              000Left Sep 30All revoked

              Helpdesk

              The support agent solved 41% of tickets on its own this month, mostly access requests and password resets. 2 tickets are close to breaching their SLA.

              Open tickets
              27
              9 waiting on the requester
              Solved by agent
              41%
              Up 12 points on September
              First response
              7 min
              Target 30 min
              Satisfaction
              4.7 / 5
              212 ratings

              Tickets per week

              Solved by the agent vs by people
              Solved by agentSolved by people

              Tickets by category

              October

                IT queue

                TicketRequesterCategoryPrioritySLAHandled by
                INC-20431 VPN drops on home Wi-FiOpened 3 h ago, via Teams
                ARAyesha Rahman
                NetworkHigh45 min left
                SKSahan K.
                INC-20429 Access to Fleet Tracker repoGranted by support agent after Nimal (repo owner) approved in Teams
                TWTharushi W.
                AccessNormalDoneSupport agent
                INC-20427 Laptop for new joiner, Nov 2Created by onboarding checklist
                NSNimal Silva
                HardwareNormal2 d left
                SKSahan K.
                HR-1186 Salary confirmation letter for visaLetter drafted, waiting for HR signature
                KDKasun Dias
                HR lettersNormal1 d leftSupport agent

                Integrations

                Sign-in, people and devices come from Microsoft. Code and releases come from Azure DevOps. Agents connect over MCP and can do only what your role allows.

                K

                Keyflow, sister product

                OKRs, check-ins, feedback and recognition stay in Keyflow. amax sends people, teams and project outcomes; Keyflow sends goals, review scores and recognition back into profiles, insights and promotion data.

                Two-way sync
                Last sync 4 min ago
                E

                Microsoft Entra ID

                Single sign-on, user sync, and roles from groups.

                184 users syncedConnected
                D

                Azure DevOps

                Repos, commits, pull requests, pipelines and deployments.

                14 projectsConnected
                I

                Microsoft Intune

                Devices, compliance and assignment to people.

                231 devicesConnected
                ✦

                Inbox agent

                Reads the Teams channels and mailboxes you allow, and suggests opportunities, activities, leave and tickets. Nothing is saved until a person accepts it.

                4 channels, 6 mailboxesRunning
                T

                Microsoft Teams

                Notifications, approvals in chat, and helpdesk intake.

                App installedConnected
                Z

                Zoho Sign

                E-signature for offers, contracts and letters.

                Optional
                X

                Accounting

                Payroll journals and invoices to Xero, QuickBooks or Business Central.

                Not chosen yet

                MCP tools

                64 tools
                ToolWhat it doesWho can use it
                whoamiYour profile, role and projectsEveryone
                list_projectsLook up projects and proposalsEveryone, own projects
                sync_proposalUpdate a proposal's phase and tasksEngineers, PMs
                mark_task_doneClose a task against a commitEngineers, PMs
                log_timeLog hours to a task or projectEngineers, PMs
                record_deploymentMark a release as deployedPMs, admins
                approve_timesheetApprove a week of hoursPMs

                Add to Claude Code

                Run this once. You sign in with your work account.

                claude mcp add amax https://amax.example.dev/api/mcp

                Commit authors

                1 unmatched
                • NS

                  nimal@contoso-dev.example

                  Nimal Silva, matched by email
                • KD

                  kasun.dev@gmail.example

                  Kasun Dias, linked by hand
                • ?

                  ci-bot@builds.local

                  6 commits with no owner

                Connections and keys

                Six connector credentials, all encrypted with Lumen Labs' own key. The Azure DevOps token expires in 12 days; rotate it before then.

                Credentials
                6
                5 active, 1 revoked
                Expiring in 30 days
                1
                Azure DevOps, Oct 29
                Rotated in 90 days
                4 of 5
                80% of 5 active
                Values shown to anyone
                0
                Write-only, never displayed

                Credentials

                Key: Azure Key Vault, australiaeast
                ConnectorUsed forStatusLast rotatedExpiresLast usedActions
                EMicrosoft Graph, read
                People, licences, devices syncActiveSep 2Mar 2, 202706:00 today, sync job
                EMicrosoft Graph, write
                Approved access changes onlyActiveSep 2Mar 2, 2027Oct 15, Sahan Kumara approved
                DAzure DevOps
                Commits, pipelines, webhooksExpires in 12 daysApr 29Oct 29, 202609:42 today, webhook
                XXero
                Payroll journals, invoicesActiveAug 14Feb 14, 2027Oct 1, pay run journal
                KKeyflow
                Two-way people and goals syncActiveOct 1Apr 1, 202707:00 today, sync job
                ZZoho Sign
                Offers and contractsRevokedJun 10NoneSep 30, replaced

                Data retention

                Tonight's purge removes 41 candidate records from 2025 and anonymises 3 leavers. One erasure request is waiting for a second approver.

                Rules checked tonight
                14 of 14
                100% of 14
                Due tonight
                44
                41 delete, 3 anonymise
                Open requests
                2
                1 access, 1 erasure
                Legal holds
                1
                Purge paused for 1 person

                Retention by data class

                DataClassKept forStartsThen
                Payslips and pay runsPay7 years statutory minimumEnd of pay yearDelete
                Medical leave notesHealth2 yearsLeave endsDelete
                Candidates not hiredCandidate12 monthsDecisionDelete
                Inbox agent excerptsMessage30 daysSuggestion closedDelete
                Agent run logsRun180 daysRun endsDelete
                Leavers' HR recordPerson7 yearsLast dayAnonymise

                Requests

                1 needs approval
                • RF
                  Erasure, Rizwan FarookLeft Sep 30. Payslips kept 7 years by law; 212 other records to erase
                • CP
                  Access, candidate Chamari PeirisPackage ready: 14 records from Recruitment

                Purged last 30 days

                By class, never by value
                Candidates63
                Inbox excerpts1,284
                Agent run logs9,410

                AI and data

                Your data stays in Australia. Agents use Claude through Amazon Bedrock in Sydney with no data retained by the provider, and pay and health values are never sent.

                Data region
                Australia
                Database, files and AI in region
                Calls this month
                18,402
                $612 in model cost
                Fields redacted
                2,931
                Pay 2,410, health 521
                Injection attempts blocked
                3
                All from inbound email

                What may be sent to the AI provider

                Policy v3
                Data classSentUsed by
                Projects, tasks, timeAllowedChat, insights, ingestion
                Names and work emailAllowedChat, inbox agent
                PayRedactedPayroll agent sees differences only
                HealthRedactedNever sent
                Bank detailsRedactedNever sent
                Candidate CVsHR onlyMatch scores, for HR users

                Provider

                Set per tenant
                ModelClaude, via Amazon Bedrock
                Regionap-southeast-2, Sydney
                Provider keeps dataNo
                Prompt loggingOff
                Voice inputOn, processed by the browser

                Subprocessors

                Shared with Compliance
                Amazon Web ServicesAI, Sydney
                MicrosoftSign-in, mail, Teams
                NeonPostgres, Sydney

                Backups and export

                You can restore to any minute in the last 14 days. Sunday's restore drill passed in 38 minutes, and the audit chain checked out.

                Recovery point
                5 min
                Target 15 min
                Last drill restore time
                38 min
                Target 4 h
                Restore window
                14 days
                Plus 12 monthly snapshots
                Export awaiting approval
                1
                Needs a second Admin

                Restore drills

                Every Sunday, into a scratch database
                DateBackup fromDurationRows checkedAudit chainResult
                Oct 11Oct 11, 02:0038 min4.2 MVerifiedPassed
                Oct 4Oct 4, 02:0041 min4.1 MVerifiedPassed
                Sep 27Sep 27, 02:001 h 12 min4.1 MVerifiedSlow, index rebuild

                Exports

                1 needs approval
                • SK
                  Whole tenant, asked by Sahan KumaraOct 17. JSON per module plus files; a second Admin approves, then the link works for 24 hours
                • MF
                  Whole tenant, asked by Maya FernandoSep 2. Approved by Sahan Kumara; 18 modules, 212 files; link expired Sep 3
                  Expired

                API and webhooks

                Four service credentials and three webhooks. 12 unsigned webhook calls were rejected this week, all claiming to be from GitHub.

                Service credentials
                4
                All with an owner and expiry
                Rejected webhook calls
                12
                Bad or missing signature
                Outgoing deliveries
                99.6%
                99.6% of 2,140 delivered
                Requests rate-limited
                86
                One MCP client, Tuesday

                Service credentials

                Keys are shown once, then stored hashed
                NameOwnerScopesActs forExpiresLast used
                specclaw CIMaya Fernandodelivery: write time: writeDelivery engineers, 14 peopleApr 202709:42 today
                Azure Pipelines deploysSahan Kumaradelivery: writeNo one, records deployments onlyJan 2027Yesterday
                Power BI exportMaya Fernandoreports: readNo oneMar 202706:00 today
                Old Jenkins tokenSahan Kumaradelivery: readNo oneNov 2, 2026Aug 14

                Compliance

                The ISO 27001 audit is on Nov 24. 17 people still need to acknowledge the updated Acceptable Use policy, and one possible data breach needs a decision by Oct 20.

                Policy acknowledged
                91%
                167 of 184 people
                Incident decisions due
                1
                Decide by Oct 20
                Open risks
                9
                2 high, 7 medium
                Audit chain verified
                06:00
                1.9 M events, no gaps

                Incidents

                1 possible breach
                IncidentOwnerPersonal dataDecision dueStatus
                Payslip emailed to the wrong personOct 16, AustraliaSarah ChenPayOct 20Assessing
                Laptop lost in transitOct 2, Sri LankaSahan KumaraNone, encryptedClosedResolved

                Policies

                Acceptable Use v417 pending
                Information Security v7All acknowledged
                Privacy Notice for staff v2All acknowledged

                Evidence ready

                ISO 27001 Annex A
                A.5.18 Access rights reviewsQ3 complete
                A.6.3 Security training184 of 184
                A.8.15 Logging integrityVerified daily

                Digital experience

                Experience dipped to 7.1 in Quality this fortnight. Teams has crashed on 14 laptops since Tuesday's update, and the experience agent suggests rolling it back.

                Experience score
                7.9
                Out of 10, all 184 people
                Devices needing attention
                18
                7.8% of 231 devices
                Pulse responses
                64%
                118 of 184, anonymous
                Fixes waiting
                2
                Suggested by the experience agent

                By department

                DepartmentPeopleScoreTop issueLast 4 weeks
                Engineering112
                8.1
                Slow builds on 2021 laptopsSteady
                Quality24
                7.1
                Teams crashes after updateDown 1.2
                Delivery14
                7.9
                VPN drops on office Wi-FiSteady
                Sales9
                7.4
                Battery health, 3 laptopsUp 0.3
                People and Culture8
                8.3
                NoneSteady
                Other Finance, IT, Leadership17
                8.0
                NoneSteady
                All1847.9Groups under 5 people are never shown

                Suggested fixes

                Experience agent
                • T
                  Roll back Teams on 14 laptopsCrashes started after Tuesday's update. 88% confidence
                • I
                  Replace 6 laptops from 2021 in EngineeringBoot over 4 min; builds 2.3× slower. Opens an IT ticket

                Pulse, Oct 13

                118 answers

                How well do your laptop and apps work for you?

                Works well71%
                Gets in the way sometimes23%
                Gets in the way a lot6%

                What we collect

                Notice sent Sep 1
                Device health, boot time, app crashesYes
                Keystrokes, screens, browsing, activityNever
                Scores for one named personNever

                Settings

                How Lumen Labs runs amax: credentials, data, AI, backups and machine access. One thing needs you: the Azure DevOps token expires in 12 days.

                Agents keep the records. People decide.

                amax is the agent-native ERP for software and services firms. Commits, deployments and chat become your delivery, people and finance records, and hours, invoices and payroll changes wait for a person to accept them.

                Waiting on you
                h
                Add 2.5 h on Contoso Portal for Wed
                Drafted from commit 4f2c1e9 · AMX-142 Export the invoice list
                Git ingestion, for Liam Walsh
                ✓ Accepted by Liam Walsh · drafted by Git ingestion
                W
                Liam Walsh submitted 2026-W42
                32.5 h on Contoso Portal (fictional), all matched to commits
                Submitted by Liam Walsh
                ✓ Approved by you, Chloe Harris · in chat
                R
                Fleet Tracker v1.9.0 passed UAT
                3 proposals verified · recorded by the CI pipeline
                CI pipeline, for Jack O'Brien
                ✓ Promoted to Prod by you · deployment recorded

                Fictional data from Lumen Labs. Each decision is attributed and audited. Try Finance, HR or Engineer.

                A commit closes a task, amax drafts the hours, Liam accepts them, and the PM approves the submitted week in chat.All data is fictional.

                Your commits , deployments and timesheets already say what happened. amax turns them into records, and drafts the ones that need a decision for a person to accept.

                How it works

                First, the work happens.A commit names AMX-142. A pipeline deploys Fleet Tracker to UAT. Nobody types an update.
                Then amax drafts the record.Git ingestion closes the task and drafts 2.5 h for Liam. Every draft names the agent and the person it acted for.
                You decide in one tap.In chat, a person accepts, approves or promotes; screens pin the record and open chat. The decision is permission-checked and written to a hash-chained audit trail.
                liam@lumen ~/contoso-portal $ git commit -m "AMX-142 Export the invoice list to CSV"
                ✓ amax: AMX-142 closed · 2.5 h suggested to Liam Walsh
                h
                Add 2.5 h on Contoso Portal for Wed
                Drafted from commit 4f2c1e9
                Git ingestion, for Liam Walsh

                Next state: Accepted by Liam Walsh · audit entry #10,482 chained to #10,481

                Today at Lumen Labs (fictional)

                AMX-142 closed by commitContoso PortalLiam Walsh09:12Done
                2.5 h drafted, WedContoso PortalLiam Walsh09:12To accept
                Week 2026-W42 submitted32.5 hLiam Walsh16:40To approve
                Fleet Tracker v1.9.0 → Prod3 proposalsJack O'Brien17:05PromotedRecorded by the CI pipeline for Jack O'Brien, promoted by Chloe Harris in chat. The release closes CON-012 and CON-014. Audit entry chained.
                Invoice drafted, milestone 3Contoso PortalPriya Raman17:06To issue
                Leave requested, 3 daysNov 3–5Sophie Nguyen17:30To approve

                Delivery that updates itself.

                Projects, specclaw proposals and releases across Dev, QA, UAT and Prod. Time and approvals. Allocations and capacity forecasts. Utilisation and availability reports.

                People records, kept current.

                Core HR. Leave. Onboarding and offboarding. Payroll runs and payslips. Recruitment, from open role to hire. Learning. OKRs from Keyflow.

                Coming Sri Lanka payroll pack, Australia payroll pack

                Invoices drafted from approved time.

                Contracts, invoicing and receivables, with invoices drafted for Finance to accept. Expense claims, approved by the manager and then Finance. Presales pipeline.

                Coming Xero, QuickBooks and Business Central

                Compliance and incidents, on the record.

                IT access and licences, with every grant and revoke decided by a person. Compliance registers and incidents. Helpdesk queues with SLAs, and a support agent that acts only on approved requests. Notifications.

                Coming Insights

                Every capability is an MCP tool.

                Claude Code, CI and your own agents use the same tools and permissions as the UI. Entra ID sign-in and SCIM. Git identities, API keys and webhooks.

                Built for audit

                Facts about how amax works, not claims about customers.
                Every record says who did itA person, or an agent acting for that person.
                Hash-chained auditEach entry chains to the last; export the evidence.
                Role-scoped MCPThe same permissions in chat, UI and API.
                Your regionPin data to a region; set retention and legal holds.
                Entra ID and SCIMSign-in and roles from your directory.
                Runs where you doVercel, Cloudflare or your own k3s, unchanged.

                Questions

                Will an agent change our data on its own?

                Agents record what happened, like a commit closing its task or a pipeline recording a deployment. Hours, invoices and payroll changes are only drafted: a person accepts or approves each one, and in chat amax asks before it changes anything.

                Which agents can connect?

                Any MCP client, such as Claude Code, a CI pipeline or your own agent, using a credential scoped to a person's role.

                Where does our data live?

                In the data region you choose for your workspace, with retention rules per record type and legal holds per person or matter.

                Do we have to stop using our other tools?

                No. amax reads commits, pipelines and your directory, and planned integrations cover accounting.

                Is it accessible?

                Every screen meets WCAG 2.2 AA, works from the keyboard, and respects light, dark and reduced-motion settings.

                How do we start?

                Book a demo. We'll walk through amax on fictional data like the records on this page.

                Ask it yourself.

                Book a demo and we'll answer this question on a workspace like Lumen Labs, live.

                Ask amax
                Who is over-allocated next month?
                Two people are over 100% in November: Sophie Nguyen (120%) and Liam Walsh (110%). Should I suggest moving 20% of Sophie to December?
                Ask, add or drop anything hereBook a demo
                amax Book a demo
                Agent-native ERP for software and services firms

                Agents keep the records. People decide.

                Commits close tasks and draft your time for you to accept. Deployments move releases. Leave, people records and allocations stay up to date through chat. Your team opens amax to review and approve, not to type.

                Captions: "Kasun pushes a commit. amax closes AMX-142 and suggests 2.5 h on Contoso Portal (fictional). Kasun accepts it."

                Video storyboard, 35 s: a commit closes a task (0–9 s), amax drafts 2.5 h and Kasun accepts it (9–15 s), Kasun submits the week and the PM approves it in chat (15–23 s), a release moves from UAT to Prod (23–29 s), then the end card (29–35 s). All data is fictional.

                Your tools were built for people typing updates

                Jira, Monday and Kantata wait for someone to type every update. In amax, agents close tasks, draft the hours for people to accept and record releases over MCP, and every change shows who it was done for.

                How it works

                1

                Agents write through MCP

                Every capability is an MCP tool with role-scoped permissions. Claude Code, CI and your own agents use the same tools as the UI.

                2

                Every write is checked and attributed

                In chat, amax asks before it changes anything. Every write, from chat, MCP or the UI, is permission-checked, audited and attributed to the person or the agent acting for them.

                3

                People review and decide

                Screens lead with what needs you: approvals, blocked releases and over-allocation. Pin anything into chat and ask.

                One system for delivery, people and money

                Delivery

                Projects, specclaw proposals and releases across Dev, QA, UAT and Prod. Time and approvals. Allocations and capacity forecasts.

                People

                Core HR. Leave. Onboarding and offboarding. Payroll runs and payslips. Recruitment, from open role to hire. Learning. OKRs from Keyflow.

                Coming Sri Lanka payroll pack, Australia payroll pack

                Finance and sales

                Contracts, invoicing and receivables, with invoices drafted for Finance to accept. Expense claims, approved by the manager and then Finance. Presales pipeline.

                Coming Xero, QuickBooks and Business Central

                Operations

                Compliance registers and incidents. Notifications.

                Coming IT assets and access, Helpdesk, Insights

                Platform

                An MCP server for every capability. Entra ID sign-in and SCIM. Git identities, API keys and webhooks.

                Every write attributedA person, or an agent acting for them
                Tamper-evident auditHash-chained trail with evidence export
                Role-scoped MCPSame permissions in chat, UI and API
                Your region, your dataRegion pinning, retention and legal holds
                AccessibleWCAG 2.2 AA, light and dark

                Ask amax

                Preview, fictional data
                Who is over-allocated next month?
                Two people are over 100% in November: Nimali Perera (120%, Contoso Portal and Fleet Tracker) and Kasun Dias (110%). Should I move 20% of Nimali to December?
                Yes, move it.
                Confirm: move 20% of Nimali Perera from Fleet Tracker to December.

                Stop typing updates. Start deciding.

                See amax on your own delivery data in 30 minutes.

                Book a demo
                © 2026 amaxPrivacy · Security · Status

                Connections and keys

                One thing needs you: the Azure DevOps token expires in 12 days. Changes happen in chat. Pin anything, then ask.

                Expiring in 30 days 📌
                1
                Azure DevOps (Lumen Labs)
                Active 📌
                6
                Encrypted with your key
                Rotated in 90 days 📌
                4
                2 still on first version
                Schedules paused 📌
                0
                All 9 on time

                Credentials

                CredentialStatusExpiresAsk
                Azure DevOps PATDelivery ingestionExpiringOct 29
                Microsoft GraphInbox, TeamsActiveMar 2027

                Chat confirm card

                Pending

                Rotate Azure DevOps PAT, keep expiry Oct 29 2027.

                Typed here only. It goes straight to the vault, never to the AI or the chat history.

                Chat history

                The chat panel's History button. Only your own chats are listed, even for Admins.

                History

                • Add a risk to Northwind renewal · Today 14:02 · 6 messages · 1 pin
                • Who is on the bench in November? · Yesterday · 4 messages
                • Submit my timesheet for week 41 · Oct 12 · 3 messages · 1 expired action

                Restored: Submit my timesheet for week 41

                You: Submit my timesheet for week 41

                amax: Ready to submit 38.5 hours for week 41.

                Submit timesheet, week 41Expired

                Ask again to make a fresh request.

                AI usage

                October so far: $612 across 41 people. Priya Fernando's chats cost the most this month, mostly from long delivery reports.

                Cost 📌
                $612.40
                Chat $401, agents $188, jobs $23
                Calls 📌
                18,402
                41 people
                Tokens 📌
                94.1M
                88.7M in, 5.4M out
                Unknown cost 📌
                12 calls
                Model without a price

                Cost per day

                📌

                By person

                PersonCallsTokensCostLast used
                Priya Fernando1,2048.2M$58.10Today
                Tom Okafor9025.9M$41.75Today
                Ana Ruiz6113.1M$22.04Yesterday

                Most expensive conversations

                ConversationPersonCost
                Q3 delivery report for Northwind (fictional)Priya Fernando$6.80
                Bench forecast, NovemberTom Okafor$4.12

                Chat panel footer

                This month: $4.12 · 212 calls

                Audit and trace

                Every change, every AI call and every tool call, chained so that nothing can be edited or removed unnoticed. Read only, by design.

                Audit chain 📌
                Verified
                To event 48,211 · 2 min ago
                Trace chain 📌
                Verified
                To event 302,977 · 2 min ago
                Write-once export 📌
                Oct 17 02:00
                Locked for 7 years
                Denied writes today 📌
                2
                Both permission checks

                Events

                WhenWhoWhatRecordTrace
                14:02:31Priya Fernando via amax chatadd_opportunity_riskNorthwind renewal (fictional)t-9f3a…
                13:40:08Payroll agent for Ana Ruizsuggest_pay_changeOctober runt-71bc…

                Trace t-9f3a…

                Chain intact
                1. 14:02:12 · Prompt received from Priya Fernando, 1 pin (Northwind renewal)
                2. 14:02:13 · Model call, claude via Bedrock Sydney, 4,210 tokens, $0.021
                3. 14:02:14 · Read tool get_opportunity
                4. 14:02:15 · Pending write add_opportunity_risk created
                5. 14:02:31 · Confirmed by Priya Fernando
                6. 14:02:31 · Service write presales.risk, audited, event presales.risk.added

                Contoso Portal

                Team

                From allocations
                PersonRoleOctNovDec
                Kasun DiasEngineer80%80%50%
                Ayesha RahmanPM40%40%40%

                Contract tab

                Contracts and billing arrive with finance (017).

                AI usage

                Signed in as Ravi Perera (fictional), IT Administrator. Prices are hidden for your role.

                Cost
                Hidden
                Hidden for your role
                Calls 📌
                18,402
                41 people
                Tokens 📌
                94.1M
                88.7M in, 5.4M out
                Unknown price 📌
                12 calls
                Model without a price

                Nav: Operations

                Settings · Access and licences · Helpdesk · Compliance · Digital experience · Backups and export

                My timesheet · week 42

                Changes happen in chat. Pin anything, then ask.

                This week

                DayProjectHours
                MonContoso Portal (fictional)8.0
                TueFleet Tracker (fictional)7.5

                Release v2.4.0

                Edit tag, record or void a deployment: ask in chat.

                Repo sync

                Proposals follow the linked repo's specclaw state. 2 pushes were refused today.

                Refused today 📌
                2
                Stale sha, repo mismatch
                Last sync 📌
                09:42
                Kasun Dias
                Last push 📌
                3 updated
                14 unchanged · 0 created
                Linked repo 📌
                contoso-portal
                github.com/example/contoso-portal

                Refused pushes

                WhenByKeyReason
                09:40Nimal SilvaCON-031stale: last synced from a newer commit
                08:15Ayesha Rahmanallrepo not linked to CON (github.com/example/fleet-tracker)

                Plugin dry run (developer machine)

                /amax:sync-specclaw
                repo  github.com/example/contoso-portal @ main 4f2c9a1
                project CON (linked)
                dry run: 0 created · 3 updated · 14 unchanged · 1 refused
                  CON-033  building → verified
                  CON-034  tasks 2/6 → 5/6
                  CON-035  planned → building
                  refused CON-012  released belongs to Prod deployments
                Apply 3 updates? (y/N)

                Keyflow

                3 sync errors need you: Keyflow refused Lahiru Liyanage and Mohamed Rifkhan, and a goal came in for a Keyflow person amax doesn't know. The sync runs every 15 minutes as a job. Changes happen in chat. Pin anything, then ask.

                K

                Keyflow, sister product 📌

                OKRs, check-ins, feedback and recognition stay in Keyflow. amax sends people and teams; Keyflow sends goals, review scores and recognition back to each person's Performance page.

                3 errors
                Sandbox Keyflow (fictional), last sync 4 min ago
                Sync errors 📌
                3
                2 refused by Keyflow, 1 unmatched person
                Last sync 📌
                4 min ago
                Every 15 minutes, next in 11 min
                Sent to Keyflow 📌
                184 people
                8 teams
                From Keyflow 📌
                11 goals
                5 review scores, 6 recognitions

                Sync errors

                📌3 open
                WhatRecordFirst seenRunsAction
                Refused Keyflow refused this person: start date Nov 2, 2026 is in the futureLahiru LiyanageOct 18, 08:412
                Refused Keyflow refused this person: start date Nov 2, 2026 is in the futureMohamed RifkhanOct 18, 08:412
                Unmatched A goal came in for a Keyflow person amax doesn't knowKeyflow person kf-9031Oct 18, 08:411

                Recent runs

                📌Started by the keyflow.sync job
                StartedResultOutInErrors
                Oct 18, 09:11Completed with errors002
                Oct 18, 08:56Failed Keyflow answered 503000
                Oct 18, 08:41Completed with errors184 people, 8 teams223

                Kasun Dias, performance

                1 goal is at risk. Goals, review scores and recognition come from Keyflow, synced 4 min ago. Review scores show only to HR, leadership, Kasun and his manager.

                Goals 📌
                3
                1 at risk
                Latest review 📌
                4.2 of 5
                2026 H1, exceeds expectations
                Recognition 📌
                2
                This quarter

                Goals

                📌2026 H2
                • Pass the AWS Solutions Architect examDue Dec 15, 20%
                  At risk 📌
                • Cut Fleet Tracker p95 latency to 300 msDue Dec 31, 70%
                  On track 📌
                • Mentor two associate engineersDue Dec 31, 50%
                  On track 📌

                Review scores

                📌
                • 2026 H1 reviewExceeds expectations
                  4.2 of 5 📌
                • 2025 H2 reviewMeets expectations
                  3.8 of 5 📌

                Recognition

                📌
                • MF

                  Unblocked the v1.8.0 rollback on a Friday night (fictional)

                  Maya Fernando, Oct 14
                  📌
                • NS

                  Patient code reviews for the new joiners (fictional)

                  Nimal Silva, Oct 2
                  📌

                Kasun Dias, career

                2 technologies proposed by the agent wait for confirmation, and the Azure AZ-204 certification expired in May 2024. Everything below is read from HR, allocations, learning and delivery; nothing is typed in here.

                Tenure 📌
                5 yrs 4 mo
                Joined Jun 7, 2021
                Promotions 📌
                2
                Senior Engineer since Apr 2024
                Projects 📌
                5
                9 technologies · 3 at once in Apr 2025
                Certifications 📌
                2
                1 expired

                Career tree

                2022 2023 2024 2025 2026 Jun 2021 ReactTypeScript.NETContoso PortalJun 2021 – Aug 2022 PythonAzure FunctionsPostgreSQLNorthwind ClaimsSep 2022 – Oct 2023 GoAWSPostgreSQLFleet TrackerNov 2023 – today · 70% TypeScriptStorybookInternal Design SystemMar 2025 – Sep 2025 · 20% PythonAWSAdatum claims spikeApr 2025 – May 2025 · 10% Associate EngineerJun 2021 EngineerJul 2022 Senior EngineerApr 2024 Today EngineeringDepartment Lumen Labs LankaEntity Nimal SilvaManager to Oct 2023 Maya FernandoManager since Nov 2023
                React TypeScript .NET Python Azure Functions PostgreSQL Go AWS Storybook

                Drawn to scale: one month is the same height everywhere. Branches run for exactly the time on the project, thicker for a larger allocation, and projects at the same time take parallel lanes. Rings are grades, diamonds certifications (grey when expired), faint leaves are technologies proposed by the agent.

                Selected

                📌

                Promoted to Senior Engineer

                • GradeEngineer → Senior Engineer
                • EffectiveApr 1, 2024
                • Recorded byHR agent for Dilini Perera, Mar 22, 2024
                • Approved byMaya Fernando, Mar 25, 2024
                • SourceHR employment period · trace #a41f…

                Pay is never shown here; a grade change shows the grade only.

                What changed

                Newest first
                • AWS, PostgreSQL proposed on Fleet TrackerAgent for Maya Fernando, Oct 16, 2026 · from linked repo
                  To confirm 📌
                • Adatum claims spike, 10%Apr – May 2025 · Python, AWS
                  📌
                • Internal Design System, 20%Mar – Sep 2025 · allocations
                  📌
                • AWS Developer AssociateJul 2024 · valid to Jul 2027
                  Valid 📌
                • Senior EngineerApr 1, 2024 · approved by Maya Fernando
                  📌
                • Fleet Tracker; manager Maya FernandoNov 2023
                  📌
                • Northwind ClaimsSep 2022 – Oct 2023 · Python, Azure Functions, PostgreSQL
                  📌
                • EngineerJul 1, 2022 · approved by Nimal Silva
                  📌
                • Azure Developer AZ-204May 2022 · expired May 2024
                  Expired 📌
                • Contoso PortalJun 2021 – Aug 2022 · React, TypeScript, .NET
                  📌
                • Joined as Associate EngineerJun 7, 2021 · Engineering, Lumen Labs Lanka · manager Nimal Silva
                  📌

                Suggestions

                Agents never change data on their own. 2 suggestions need your decision, 0 need a second approver, and 1 accepted change can still be undone. Decisions happen in chat. Pin anything, then ask.

                Needs your decision 📌
                2
                Only those inside your data scope
                Second approver needed 📌
                0
                Irreversible: can't be undone
                Can still be undone 📌
                1
                For 7 days, or until the module's cutoff
                Expiring today 📌
                1
                An expired suggestion can't be accepted

                Needs your decision

                An agent suggests, a person decides
                SuggestionAgentEvidenceConfidenceExpiresDecide
                Move Kasun Dias to 50% on Fleet Tracker in DecemberAllocation changeInbox agentfor Nimal SilvaThe plan on Allocations External source: emailEmail from a.lee@wideworld.test (fictional)0.64Oct 19
                Move Ayesha Rahman to 50% on HR Insights in DecemberAllocation changeAllocation checkfor Ayesha RahmanThe plan on Allocations0.82Oct 24

                Pay, bank files, access and credentials need someone other than the person the agent acted for. Suggestions outside your data scope are never shown.

                Accepted, can be undone

                ChangeDecidedUndo untilUndo
                Move Nimal Silva to 50% on Contoso Portal in JanuaryAllocation check for Maya FernandoMaya FernandoOct 17Oct 24

                Agent runs

                Suggestions from an agent run show its input, tool calls, output and cost here. Recurring checks make theirs without a model.

                Agent jobs

                0 of 1 on
                JobRunsStatusAsk
                Allocation checkSuggests rebalancing people planned over 100% in the next three monthsMondays 06:00Paused

                Notifications

                How amax reaches you. Urgent items skip the digest but wait for your quiet hours. Change anything in chat.

                Channels per category

                CategoryIn appEmailTeamsDigest
                ApprovalsOnOnOnOff
                ReleasesOnOffOnDaily at 08:00
                RemindersOnOnOffDaily at 08:00

                Quiet hours

                21:00 to 07:00, Asia/Colombo (Lumen Labs Lanka (Pvt) Ltd, fictional)

                Email and Teams wait until quiet hours end. The bell always shows new items.

                The bell 2 unread

                Delivery

                Time

                All screens

                Mark Claims copilot as lost?

                It moves to Closed and stays in the history. Reasons feed the win-rate insights.

                Remove this opportunity?

                Use this for duplicates or mistakes. To record a lost deal, mark it as lost instead so it counts in win rates.

                Review 9 Figma seats

                92% confidence

                The licence agent suggests removing these seats. Evidence: no sign-in for 60+ days, from Figma admin and Entra ID sign-in logs, checked Oct 16.

                Saves $135 a month ($1,620 a year). Seats are freed in 7 days; you can undo until then.

                Kasun Dias

                Payslip, October 2026
                Earnings
                Basic salary285,000.00
                Fixed allowance40,000.00
                Overtime, 4 h8,250.00
                Gross333,250.00
                Deductions
                EPF, employee 8% of 325,000− 26,000.00
                APIT− 27,475.00
                Net payLKR 279,775.00

                APIT: monthly relief 150,000, then 6% on 83,333, 18% on 41,667, 24% on 41,667 and 30% on the remaining 16,583. Employer also pays EPF 12% (39,000.00) and ETF 3% (9,750.00).