{"slug":"invoice-matcher","name":"Overnight Invoice Matcher","category":"Finance","customer":"Finance leads at mid-market importers, wholesalers or manufacturers","problem":"Accounts payable clerks manually match purchase orders, delivery notes and invoices, wasting hours and stalling payments.","value":"For finance leads at mid-market importers, wholesalers or manufacturers, turn purchase orders, delivery notes and supplier invoices into an auto-matched payment queue with a highlighted exception list. Address the recurring problem: manual three-way matching consumes a finance week and delays payments. The value hypothesis is a faster, quieter accounts payable process with fewer errors; the pilot must prove it on real supplier data.","format":"Client intake portal and staff exception queue","screens":"Key screens: Document inbox, match queue, exception review. Use a dashboard for daily status, a list view of matched sets with timestamps, and a detail panel showing line-level comparisons. Flag variances with colour and attach source documents. Allow filters by supplier, date or tolerance breach. In this product, the first view is document inbox, followed by match queue and exception review.","functionality":"1. Ingest purchase orders, delivery notes and invoices from email and ERP. 2. Extract line items, quantities, unit prices and totals. 3. Match across three documents with configurable tolerances. 4. Post matched sets for payment approval. 5. Flag exceptions with specific discrepancies. 6. Log all actions with timestamps for audit.","workflow":"Connect ERP and inbox, pull documents nightly, parse line data, run matching engine, review exceptions, approve matched sets, and schedule payments. Start with purchase orders, delivery notes and supplier invoices and finish with an approved payment queue and exception list.","ai":"Use document parsing models to extract line-level data from unstructured layouts, and a matching engine to compare quantities and prices. A human checks all exceptions and spot-checks matched sets before payment approval.","inputs":"Purchase orders, delivery notes, supplier invoices, ERP access","deliverables":"Auto-matched payment queue, exception list with highlighted variances, audit log","admin":"User roles for clerk and approver, document versions, tolerance settings, approval states, audit trail of all matches and reviews, and access controls for sensitive supplier data.","mvp":"One supplier, one ERP connector, document parsing and matching modules, manual review queue for exceptions.","expansion":"After the paid pilot, automate tolerance adjustments, add multi-currency support, integrate with more ERPs, and auto-route matched sets to payment systems.","usp":"Invoices matched overnight within the tolerances you set, with every exception waiting in a review queue.","defensibility":"The more supplier documents processed, the better the parsing models adapt to real-world layouts and the more tuned the tolerance rules become, creating a data moat.","alternatives":"Spreadsheets, shared inboxes and manual comparison; this differs by automating the parsing and matching overnight, leaving only exceptions for humans.","revenue":"Test pricing at $1,500 per month per client, with a setup fee of $5,000.","costs":"Document parsing API usage, ERP integration development, cloud hosting, and ongoing model tuning.","integrations":"ERP systems like SAP or NetSuite, email inboxes, freight portals, PDF storage folders.","dependencies":"Reliable document parsing models, ERP API access, secure data handling for financial documents.","pilot":"Run a paid pilot with one supplier for a month, measure baseline manual hours versus automated hours, and decide on scaling based on accuracy and time saved.","plan30":"Week 1: Set up ERP connector and email ingestion. Week 2: Build parsing and matching engine for one supplier. Week 3: Test on real documents and tune tolerances. Week 4: Deliver exception queue and review with client.","metrics":"Percentage of transactions auto-matched without exception, and hours saved per week in accounts payable.","channels":"LinkedIn, finance webinars, industry conferences, direct outreach to finance leads.","leadMagnet":"A free pilot matching one supplier's transactions for a month, with a report on time saved.","message":"Stop spending a week on three-way matching; let exceptions be the only thing you see in the morning.","retention":"Ongoing subscription with monthly tuning and support; as more suppliers are added, switching costs rise.","controls":"Limit access to finance roles only, require approval for payments, log all actions, and never auto-pay without human sign-off. It must not override tolerance thresholds without explicit approval.","crossSector":"Operations; Sales","fn":["Ingest purchase orders, delivery notes and invoices from email and ERP","Extract line items, quantities, unit prices and totals","Match across three documents with configurable tolerances","Post matched sets for payment approval","Flag exceptions with specific discrepancies","Log all actions with timestamps for audit"],"sc":{"opp":9,"pain":8,"feas":6,"now":8},"phases":[{"name":"MVP","scope":"One buyer segment, one recurring use case. Manual review in the loop.","time":{"days":6,"label":"6 days"},"usd":10500},{"name":"Paid pilot","scope":"Accounts, roles, review states, audit trail and the first integration, hardened for two to three paying pilot customers.","time":{"days":7,"label":"7 days"},"usd":13000},{"name":"Full product","scope":"Self-serve onboarding, billing, monitoring and the wider integration set.","time":{"days":13,"label":"3 weeks"},"usd":18500}],"running":[{"stage":"MVP and paid pilot","note":"about 3 customers","hosting":[50,100],"ai":[40,90],"total":[90,190]},{"stage":"Full product","note":"about 50 customers","hosting":[190,380],"ai":[280,560],"total":[470,940]}],"total":42000,"complexity":0.77,"days":26,"shot":true,"demo":true}