Skip to main content
← All departments

Department · Finance & Procurement

AI automation for finance operations

Contract review agents, invoice matching systems, credit underwriting automation, expense compliance monitoring, and financial close acceleration. Cut review time 60-80%. Achieve 70-85% straight-through invoice processing. Automate underwriting decisions and catch policy violations before submission. Reduce close time by 40-50%.

Book a call to implementProvide it to my clients
Trinity · department
Finance & Procurement5 solutions

Delivers

  • 60-80% faster contract review
  • 70-85% straight-through processing
  • 40-50% shorter close cycle
  • Near-zero duplicate payments

Typical result70-85% auto-matched

In this department

Solutions you can ship.

Each one is a workflow we build and run inside your finance & procurement team. Start with the one that hurts most, then grow the department from there.

Finance & Procurement · department5 solutions
Contract review agentAI reviews contracts against your playbook. Risk scored, deviations flagged, executive summary delivered.60-80% faster reviewInvoice matching agentThree-way matching with 99%+ accuracy. Exceptions routed, duplicates eliminated, discounts captured.70-85% straight-through processingCredit underwriting agentSame-day credit decisions with ML-based risk scoring. 30-40% auto-approval for qualifying applications.3-5 days → same-dayExpense compliance agentAuto-approve compliant expenses. Policy violations and duplicates caught before submission.Pre-submit complianceFinancial close agentClose cycle cut 40-50%. Reconciliation, journal entries, and audit prep automated.10-15 days → 5-7 days

Where it breaks

Manual processes. Missed risk. Slow close.

Legal buried in routine review. AP matching invoices by hand. Violations surface at audit. Close takes 10-15 days.

The fix

We automate review, matching, and compliance. Your team focuses on strategy and exceptions.

Finance & Procurement · What changes4 changes
  • Contract review 60-80% faster
  • 70-85% invoices matched automatically
  • Policy violations caught before submission
  • Month-end close cut 40-50%

What we build

An agent is a stack.

What a finance & procurement department in Trinity can do, built around how your team already works.

Finance & Procurement · capabilities3 parts
Contract review & risk assessmentAI reviews contracts against your standard playbook. Flags deviations, scores risk, generates executive summaries.
  • PDF, Word, and scanned document ingestion with OCR
  • Key clause extraction via NER
  • Risk scoring against company playbook
  • Executive risk assessment summaries
Three-way invoice matchingInvoice ↔ PO ↔ Goods Receipt matched automatically. Exceptions routed to the right approver. Early payment discounts captured.
  • 70-85% straight-through processing
  • 99%+ line-item extraction accuracy
  • Duplicate payment detection
  • Early payment discount optimization
Expense compliance automationReceipts scanned, validated against policy, anomalies detected. Compliant expenses auto-approved.
  • OCR receipt processing
  • Real-time policy validation
  • Anomaly and duplicate detection
  • Auto-approval for compliant expenses

How it works

From day one to running.

  1. Step 01Connect your systemsIntegrate with SAP, NetSuite, Coupa, DocuSign, or your ERP. Connect Slack for alerts.
  2. Step 02AI processes everythingContracts reviewed, invoices matched, expenses validated, close tasks tracked - all automatically.
  3. Step 03Your team decidesExceptions flagged. Risk scored. Reports delivered. Your team handles what requires judgment.

Who it's for

Teams that get the most out of it.

  1. 01Companies processing 500+ invoices monthlyManual matching is error-prone and slow. Duplicate payments leak cash. You need systematic coverage.
  2. 02Organizations with high contract volume50+ contracts per month. Legal team buried in routine review. Risk clauses being missed.
  3. 03Multi-entity or multi-currency operationsComplex financial operations where manual processes create compliance risk.

Questions

Before you ask.

What ERP systems do you integrate with?

SAP, Oracle, NetSuite, Coupa, Concur, Expensify, DocuSign, and most ERPs via API. If your system has an API, we can connect it.

How accurate is invoice matching?

70-85% straight-through processing rate with 99%+ line-item extraction accuracy. Exceptions are routed to the appropriate approver.

What results should we expect?

Mid-market finance teams typically avoid 2-3 AP hires ($120K-$180K/year), cut close cycles 40-50% (4-6 days saved monthly), and eliminate duplicate payments.

How long does implementation take?

4-6 weeks from kickoff to production. Week 1-2: System integration and workflow mapping. Week 3-4: Testing and validation. Week 5-6: Production deployment and team training.

Do we own the system?

Yes. You own the system. We build the infrastructure in your stack, hand over the keys, and you own it forever. No vendor lock-in.

Next step

Start your finance & procurement department.

Start hereBring one workflowA 30-minute working call. We’ll map one finance & procurement workflow to an agent stack and tell you honestly whether it’s worth building.
Book a call to implementProvide it to my clients
In productionSee agents at work in real companiesWhat we built inside our clients’ operations, and what changed for them.

Stay in the loop

New solutions, first.

Workshops, webinars, releases, product news, and research - in one list.