Case studies
Representative workflow case

Invoice Approvals: Cycle-Time Reduction Without Audit Gaps

Representative AI invoice approval case study with extraction, PO matching, exception routing, approval thresholds, and audit logs.

Problem

Before Agentra

Invoices moved through email and spreadsheets while teams manually checked vendors, PO matches, duplicate risk, and approval thresholds.

Deployed workflow

What changed

A workflow that extracts invoice fields, checks vendor/PO signals, routes approvals, flags exceptions, and preserves audit context.

Stack involved

  • Email inbox
  • ERP/accounting
  • PO data
  • Approval workflow
  • Audit log

Before

  • Manual extraction
  • Approval chasing
  • Duplicate risk
  • Weak status visibility

After

  • Structured invoice intake
  • Threshold-based routing
  • Exception categorization
  • Audit-ready log

KPIs

  • Invoice cycle time
  • Approval delay hours
  • Touchless rate for fit invoice types
  • Duplicate-risk reduction

Governance

  • AI cannot release payment
  • Mismatch review
  • Approval thresholds
  • Every exception logged

Rejected

  • Autonomous payment release
  • Unreviewed low-confidence extraction
  • Audit-free ERP writeback
Next step

Bring one painful workflow.

Agentra will qualify owner, KPI, data, access, approval rules, and deployment readiness before recommending a diagnostic or rejecting the fit.

Invoice Approvals: Cycle-Time Reduction Without Audit Gaps | Agentra