Advanced Materials & Manufacturing industry

    VeroTX Worked Example · Lab Equipment / Manufacturing

    Worked Example: Capital equipment purchase at an advanced materials manufacturer

    A modeled walkthrough of a coordinate measuring machine purchase run as one WorkStream: specification intake, vendor comparison, service SLA review, and four parallel approvals, all recorded in the Execution Ledger.

    Worked exampleIndustry: Advanced Materials & ManufacturingRead time: 7 min

    This is a worked example, not a customer case study. The company, people and data are illustrative. It shows how the WorkStream is configured and executed on the VeroTX platform. Any figures shown are scenario parameters or modeled from published industry benchmarks, and are not measured customer results.

    Scenario parameters

    Capital purchase
    Modeled spend category
    3 vendors
    Quotes compared in the WorkStream
    4
    Parallel approvals configured
    1 SLA review
    Service tollgate configured
    VeroTX
    VeroTX Research
    Customer Story
    April 2026·7 min read

    Powered by VeroTX AI

    Veroli

    Veroli

    The AI procurement assistant users interact with every day. Veroli understands natural language requests, guides workflows, surfaces insights, and acts as the single point of interaction across the entire procure-to-pay lifecycle.

    VeroCortex™

    The proprietary multi-agent reasoning engine beneath Veroli. VeroCortex coordinates a team of specialized agents, maintains context across every transaction step, and enforces governance at the reasoning layer.

    The challenge

    A $280K capital equipment purchase, three competing vendors, service SLA negotiation, and four approval levels

    Rachel Torres, Director of Quality Engineering at Meridian Advanced Materials, needed a new coordinate measuring machine for their composites inspection lab. The existing system could not meet the tolerances required for aerospace-grade carbon fiber components entering production in Q3. However, a capital expenditure over $100K at Meridian triggers a rigorous procurement process requiring competitive bids from at least two qualified vendors, equipment specification validation, service contract review, and sign-offs from Engineering, Facilities, VP Operations, and Finance.

    In a typical procurement cycle, this process would take three to five weeks of vendor outreach, spec comparisons, contract redlines, and approval chasing. Instead, Rachel opened Procurement on Monday morning and described the requirement in a single message.

    "From first message to approved PO in five days, and we got better calibration terms than I've ever negotiated manually. This is how equipment procurement should work."

    Rachel Torres, Director of Quality Engineering

    Stage 1 · CapEx intake

    One message triggered a full CapEx procurement workflow, including the competitive bid requirement Rachel didn't need to look up

    Rachel described the equipment need in plain language. Veroli's Intake Agent immediately classified the request as capital lab equipment, confirmed the Engineering CapEx budget had capacity, and surfaced the procurement policy requirement that capital purchases over $100K require competitive bids from at least two qualified vendors with validated technical specifications.

    CapEx intake
    Vendor & metrology comparison
    Negotiation
    Service SLA & legal review
    Parallel approvals
    PO issued
    IR-2026-1147 · CMM System, Composites LabIn Progress
    Pre-filled by VeroCortex
    Requestor
    Rachel Torres, Dir. Quality Engineering
    Category
    Capital equipment / Metrology
    Spend type
    CapEx, net-new equipment
    Budget declared
    ~$280K one-time plus service
    Cost center
    Engineering CapEx, confirmed available
    Required by
    Q3 2026, aerospace production ramp
    Policy trigger
    >$100K CapEx, competitive bids required
    Vendors dispatched
    Hexagon MI, Mitutoyo, Zeiss (onboarding)
    Confirm scopeEdit fieldsView RFQ status
    WorkStream SessionScoped
    CapEx Equipment Procurement
    Specialist · Session 41c23198
    I need a new coordinate measuring machine for composites inspection. Ramping aerospace-grade carbon fiber production in Q3, current CMM can't hold the tolerances. Budget is around $280K.
    Day 1 · 08:42
    Intake Agent
    Engineering CapEx has capacity. Per policy, capital purchases over $100K require competitive bids from at least two qualified vendors with validated specs. Confirm the intake record and I'll dispatch RFQs to Hexagon MI and Mitutoyo, and start onboarding Zeiss.
    Day 1 · 08:43
    RFQs dispatched to all three. SLA is 72 hours, I'm monitoring for responses.
    Day 1 · 08:46
    Ask Veroli, or @mention agents...
    Stage 1 of 6CapEx intake record, pre-filled with budget, cost center, and policy trigger. RFQs dispatched to three vendors.

    Stage 2 · Vendor & metrology comparison

    All bids received, technical specifications validated, and a clear recommendation surfaced inline

    By Day 3, all three bids were in. The Analyst Agent compiled a full comparison covering pricing, measurement accuracy, probe capabilities, service SLA terms, lead time, installation requirements, and AS9100 compliance. Each system was validated against Rachel's specification requirements, with any gaps flagged automatically.

    CapEx intake
    Vendor & metrology comparison
    Negotiation
    Service SLA & legal review
    Parallel approvals
    PO issued
    Vendor comparison · CMM systemsComplete
    AttributeHexagon Leitz PMM-CZeiss PrismoMitutoyo Crysta-Apex
    Quoted price$278,500$295,000$241,000
    Accuracy0.9μm + L/4001.2μm + L/3501.8μm + L/300, below spec
    Measurement volume1500 × 1200 × 1000mm1200 × 1000 × 800mm1200 × 1000 × 800mm
    Lead time10 weeks14 weeks6 weeks
    Service SLA24h response / 48h on-site48h response / 5-day on-site24h response / 72h on-site
    Overall fitBest fitGood, slower serviceAccuracy gap

    Recommended: Hexagon Leitz PMM-C, best accuracy, largest volume, fastest service. Mitutoyo excluded on accuracy. Zeiss retained as fallback.

    Select Hexagon Leitz PMM-CKeep Zeiss as fallbackRequest revised bids
    WorkStream SessionScoped
    CapEx Equipment Procurement
    Specialist · Session 41c23198
    All three bids in?
    Day 3 · 10:14
    Analyst Agent
    Yes. Hexagon Leitz PMM-C is the recommendation: best accuracy at 0.9μm, largest measurement volume, and the fastest service response. Mitutoyo fails the accuracy spec at 1.8μm. Zeiss is a solid fallback but has a slower service SLA.
    Day 3 · 10:15
    Hexagon, the accuracy and service response time are exactly what we need for aerospace work.
    Day 3 · 10:18
    Ask Veroli, or @mention agents...
    Stage 2 of 6Three-vendor comparison across specs, price, lead time, and service SLA. Hexagon Leitz PMM-C recommended.

    Stage 3 · Negotiation

    Quote benchmarked at 11% above market. $31,500 saved plus three years of calibration included free

    Before routing the service agreement review, Veroli ran the Hexagon quote through the Negotiation Agent. It identified that $278,500 was 11% above the market median for comparable bridge-type CMMs and surfaced three leverage points: Hexagon's push into the aerospace composites market, the presence of a credible alternative in Zeiss, and Meridian's potential as a reference customer for Hexagon's new carbon fiber measurement suite.

    CapEx intake
    Vendor & metrology comparison
    Negotiation
    Service SLA & legal review
    Parallel approvals
    PO issued
    Counter-proposal · Hexagon MIIn Progress
    Drafted by VeroCortex
    Tosales@hexagonmi.com (Hexagon MI Sales)
    CcMeridian Procurement · IR-2026-1147
    SubjectCounter-proposal on Q-2026-1204: PMM-C pricing and service terms

    Your quoted $278,500 is 11% above market median for comparable bridge-type CMMs. We're proposing $247,000 to align with benchmark.

    In exchange for a Meridian aerospace composites reference, we'd also like three years of complimentary annual calibration (valued at $8,500/yr) and a service penalty raised to 10% of contract value.

    Zeiss Prismo remains available as an alternative and we're prepared to sign this week.

    Market benchmark, bridge CMMs.pdf Zeiss Prismo quote Q-2026-0981.pdf
    Send counter-proposalEdit termsSkip, accept original quote
    WorkStream SessionScoped
    CapEx Equipment Procurement
    Specialist · Session 41c23198
    Negotiation Agent
    Before routing the service agreement, I benchmarked Hexagon's quote. $278,500 is 11% above market median for comparable bridge CMMs. Drafting a counter using their aerospace expansion push and Zeiss as a credible alternative.
    Day 3 · 10:45
    Send it, the calibration inclusion alone would save us $25K over three years.
    Day 3 · 10:52
    Negotiation Agent
    Hexagon accepted all three points: $247,000, three years of calibration included, and a stronger 10% service penalty. That's $57,000 total savings over the contract period.
    Day 3 · 11:20
    Ask Veroli, or @mention agents...
    Stage 3 of 6Negotiation Agent's counter-proposal to Hexagon, benchmarked against market median pricing.

    Stage 4 · Service SLA & legal review

    Service agreement cleared, with two clauses flagged before Legal ever opened the document

    The Contract Agent pre-screened Hexagon's standard service agreement as soon as the negotiation closed. It flagged that calibration is normally priced separately and that the standard penalty clause caps at 5% of contract value, then routed the revised terms to Legal, who cleared them the same afternoon. Veroli then drafted the Purchase Requisition at the negotiated price of $247,000, pre-populated with the correct GL code, asset depreciation schedule, installation requirements, and the spec validation report.

    CapEx intake
    Vendor & metrology comparison
    Negotiation
    Service SLA & legal review
    Parallel approvals
    PO issued
    Service agreement · clause reviewCleared
    ClauseStandard termsNegotiated termsStatus
    Annual calibrationPriced separately, $8,500/yr3 years includedCleared
    Service penalty cap5% of contract value10% of contract valueCleared
    Response / on-site time24h response / 48h on-siteUnchangedCleared
    GL coding & asset classNot specified1540, Capital Lab Equipment, 7-yr depreciationCleared

    PR-2026-05823 built at $247,000 with correct GL code, asset depreciation schedule, and the spec validation report attached.

    Submit PR for approvalRequest changes
    WorkStream SessionScoped
    CapEx Equipment Procurement
    Specialist · Session 41c23198
    What about the service agreement itself?
    Day 3 · 14:50
    Contract Agent
    I pre-screened Hexagon's standard agreement before it reached Legal. Two clauses flagged: calibration priced separately, and a penalty cap at 5% of contract value. Both are resolved in the negotiated terms below.
    Day 3 · 14:55
    Legal cleared the revised agreement. Building the PR at the negotiated price of $247,000 with the correct GL code and depreciation schedule.
    Day 3 · 15:10
    Ask Veroli, or @mention agents...
    Stage 4 of 6Service SLA clause review: standard terms versus negotiated terms, cleared by Legal.

    Stage 5 · Parallel approvals

    Engineering, Facilities, and VP Operations ran in parallel, with the Finance gate enforced automatically

    Veroli determined the full approval chain from CapEx policy CP-2024 and dispatched tailored packets to Engineering, Facilities, and VP Operations simultaneously, each in their own session with only the information needed to decide. Finance stayed locked until all three cleared, then opened automatically.

    CapEx intake
    Vendor & metrology comparison
    Negotiation
    Service SLA & legal review
    Parallel approvals
    PO issued
    Approval matrix · PR-2026-058233 of 4 cleared
    ApproverRoleModeStatus
    James ParkEngineeringParallelApproved, Day 4 8:45am
    Linda ChenFacilitiesParallelApproved, Day 4 9:30am
    Marcus WebbVP OperationsParallelApproved, Day 4 11:25am
    David KesslerFinanceSequential, gatedUnlocked, pending

    Finance packet includes all prior approvals with timestamps, the CapEx budget report, depreciation schedule, and the negotiation savings summary.

    View Finance packetRemind approver
    WorkStream SessionScoped
    CapEx Equipment Procurement
    Specialist · Session 41c23198
    Approval Agent
    PR-2026-05823 is ready at $247,000. Per CapEx policy CP-2024, four sign-offs are required. Running Engineering, Facilities, and VP Operations in parallel, then unlocking Finance once all three clear.
    Day 3 · 15:20
    Approved. Critical for the Q3 ramp, good negotiation on the calibration terms.
    Day 4 · 11:25
    Approval Agent
    VP Operations approved. Engineering and Facilities already cleared. Finance gate is now unlocked.
    Day 4 · 11:26
    Ask Veroli, or @mention agents...
    Stage 5 of 6Approval matrix: three approvals running in parallel, Finance gated until all three clear.

    Stage 6 · PO issued

    The Finance step triggered automatically once all prior approvals cleared, and the PR converted into a PO.

    Once VP Operations approved, Veroli automatically unlocked the Finance step and sent the final approval packet to David Kessler, Finance Controller, who approved that afternoon. Veroli converted the PR into a PO, scheduled installation coordination with Hexagon for Q3, set calibration reminders, and logged the $57,000 total savings to the dashboard without any further action from Rachel.

    CapEx intake
    Vendor & metrology comparison
    Negotiation
    Service SLA & legal review
    Parallel approvals
    PO issued
    PO-2026-04291 · issuedIssued
    Savings breakdown$57,000 total
    EquipmentCalibration08000160002400032000
    Current status
    Converted from
    PR-2026-05823
    Vendor
    Hexagon MI, installation coordination initiated
    Negotiated price
    $247,000 (from $280K quoted equipment budget)
    Total cost of ownership
    $247,000 equipment + 3yr calibration included
    Installation
    Scheduled Q3 2026, Bay 4, Composites Lab
    Calibration alert
    Annual, first due July 2027
    Total elapsed
    5 business days
    Rachel's active time
    Under 20 minutes
    Recommendation

    Every approval, negotiation term, and clause resolution is traceable in the Execution Ledger behind PO-2026-04291.

    Open POView ledgerDownload audit trail
    WorkStream SessionScoped
    CapEx Equipment Procurement
    Specialist · Session 41c23198
    Approval Agent
    Finance approved. All four sign-offs are in, PR-2026-05823 is converting to a PO now.
    Day 5 · 09:20
    PO-2026-04291 issued. Hexagon notified to begin Q3 installation coordination, calibration reminder set for July 2027, and $57,000 total savings logged to your dashboard.
    Day 5 · 09:25
    From first message to approved PO in five days, and we got better calibration terms than I've ever negotiated manually. This is how equipment procurement should work.
    Day 5 · 09:30
    Log the calibration reminder against the installation milestone when Q3 begins.
    Stage 6 of 6PO issued: all four approvals complete, savings breakdown recorded, installation scheduled for Q3.

    How it worked

    The VeroCortex agent chain, end to end

    1
    Intake AgentDay 1 · <5 min
    Parsed equipment requirement, classified as CapEx metrology, validated budget against Engineering CapEx allocation, and surfaced the competitive bid policy requirement automatically.
    2
    Vendor Agent, RFQ dispatch & onboardingDay 1–3
    Contacted Hexagon MI and Mitutoyo (approved vendors) and dispatched vendor onboarding to Zeiss Industrial in parallel. Chased responses within SLA. Pre-screened Hexagon's standard service agreement, flagged calibration pricing and service penalty caps.
    3
    Analyst Agent, vendor comparisonDay 3
    Compiled full 3-vendor comparison across pricing, accuracy specifications, probe capabilities, measurement volume, service SLAs, and AS9100 compliance. Recommended Hexagon Leitz PMM-C; flagged Mitutoyo's accuracy gap.
    4
    Negotiation Agent, counter-proposalDay 3
    Benchmarked $278,500 quote, detected 11% above market median. Identified 3 leverage points. Drafted and dispatched counter-proposal. Secured $31,500 equipment saving, three years of complimentary calibration, and a stronger service penalty in one move.
    5
    Contract Agent, service agreement clearanceDay 3
    Routed updated calibration and penalty clauses to Legal. Confirmed clearance on the revised service agreement. Built the PR at the negotiated price with correct GL coding, asset classification, and depreciation schedule.
    6
    Approval Agent, parallel & sequential routingDay 4–5
    Dispatched tailored packets to Engineering, Facilities, and VP Operations simultaneously, each in their own Veroli session with contextual inline forms. Enforced the sequential Finance gate automatically once all three cleared. Converted PR to PO on final approval, set calibration alerts, and logged $57,000 total savings.

    Results

    What Rachel's team achieved with Procurement

    MetricWithout ProcurementWith Procurement
    Time from intent to approved PO3–5 weeks5 business days
    Rachel's active time on procurement10–15 hours<20 minutes
    Emails sent by Rachel25–40 (vendors, facilities, approvers)0
    NegotiationAd hoc or reliant on past quotes$31,500 saved autonomously (11%)
    Calibration termsPurchased separately ($8,500/yr)3 years included: $25,500 saved
    Service agreement reviewLegal reads full agreement manually2 clauses flagged automatically before Legal review
    Approval routingSequential email chains, days per stepEng + Facilities + VP parallel, Finance gate enforced
    PR-to-PO conversionManual finance processAutomatic on final approval
    Asset trackingManual entry into fixed asset registerGL code, depreciation & calibration alerts automated
    1
    CapEx policy-aware from the first message
    Competitive bid requirement and four-level approval chain surfaced automatically. Rachel never had to look up the CapEx policy.
    2
    Negotiation before the PR existed
    $278,500 quote benchmarked against market data: $31,500 saved on equipment plus $25,500 in calibration via counter-proposal before the requisition was raised.
    3
    Service agreement flags caught proactively
    Contract Agent pre-screened the vendor service agreement and surfaced calibration pricing and penalty caps before they reached Legal, saving review cycles.
    4
    Parallel approvals, enforced sequence
    Engineering, Facilities, and VP Operations ran simultaneously. Finance gate opened automatically, correct CapEx policy compliance with no manual coordination.
    Lab EquipmentCapital ExpenditureVeroCortexNegotiation supportApproval WorkflowsManufacturingMetrologyWorked example

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