AI Accounts Payable Automation
Handles the invoice formats your template-based OCR cannot.
Most accounts payable automation is template matching: it works well for the vendors you configured and falls back to manual entry for everyone else. Since the long tail of vendors is usually where the manual effort actually sits, the automation rate plateaus around the point where the configuration effort stops being worth it. Language models remove the template requirement entirely.
Book a free consultationWhy this is usually broken
- Template-based OCR needs configuration per vendor layout, so the long tail stays manual forever
- Three-way matching breaks on partial deliveries, price variances and unit-of-measure mismatches
- Exceptions queue up without a stated reason, so resolving one means rebuilding the context from scratch
- Early payment discounts are lost to processing time rather than to a cash decision
How we build it
No templates
Extraction works on invoice layouts the system has never seen, including handwritten annotations and scanned faxes, because it reads the document rather than matching a coordinate map.
Matching with tolerance logic
Three-way matching that handles partial deliveries and unit-of-measure differences, applying your tolerance rules rather than failing to exact-match.
Exceptions with reasons
Every exception arrives with the specific discrepancy identified and the supporting documents linked, so resolution starts from context.
Straight into your ERP
Writes into the system you already run. We integrate rather than asking finance to work in a second interface.
What changes
Figures are drawn from Senteras engagements and are illustrative of typical results. Outcomes vary by data quality, infrastructure and scope.
Common questions
We already have AP automation. Why change?
The question to ask your current system is what percentage of invoices go straight through without human touch, broken out by vendor volume. Most template-based systems are strong on the top fifty vendors and near zero on the tail, which is where the labor is.
Does it approve payments?
No. It extracts, matches and routes. Approval stays with your existing authority matrix, because segregation of duties is not something to automate away.
Where we deploy this
Manufacturing & Supply Chain
Reduce downtime, improve quality, and build a more resilient supply chain with AI.
Construction
Submittals, specs and field records, searchable across every project you have run.
Logistics & Supply Chain
Forecasting, exception handling and trade documents on your own data.
Retail & Consumer Goods
Predict what customers want before they ask, and stock exactly what you need.
Accounting & Audit
Classification, reconciliation and workpaper drafting on infrastructure you control.
The services behind it
Custom AI Agents & Automation
AI that doesn't just answer questions. It gets things done.
Local & On-Prem LLM Deployment
The most powerful AI models, running entirely on your hardware.
Start with a conversation, not a proposal
Thirty minutes. We will tell you what we would change first, and whether you need us at all.
Book a callThe firm behind the firm