{"slug":"supplier-price-watcher","name":"Supplier Price Watch","category":"Operations","customer":"Operations and procurement managers at mid-sized restaurants, distributors and trade contractors","problem":"Supplier price creep hides in line items, delivery fees and surcharge notes, and by the time anyone notices, the next order has already gone out at a higher rate.","value":"For operations and procurement managers at mid-sized restaurants, distributors and trade contractors, turn supplier price lists, invoices and emails into a flagged price-change briefing with reorder or switch recommendations. Address the recurring problem: price creep hides in line items, delivery fees and surcharge notes, and by the time anyone notices, the next order has already gone out at a higher rate. The value hypothesis is that early detection and a clear recommendation save more than the cost of the service; the pilot must prove that saving is real and repeatable.","format":"Watchlist, change detection and briefing subscription","screens":"Key screens: Supplier inbox, price-change alerts, recommendation review. Use a dashboard for alerts with a filterable list of flagged changes, a detail panel showing old versus new prices side by side with source document links, and a review queue where buyers approve or reject recommendations. Display product, supplier, effective date and threshold status. Provide a weekly digest email with a simple approve or ignore button. In this product, the first view is supplier inbox, followed by price-change alerts and recommendation review.","functionality":"1. Connect supplier inboxes and price lists. 2. Extract line items, unit costs, fees and effective dates. 3. Match supplier descriptions to catalogue items. 4. Flag increases above a set threshold. 5. Show old and new prices with source links. 6. Draft reorder or switch recommendations for approval.","workflow":"Connect supplier inboxes and purchase history, extract line items and fees, match to catalogue, flag increases above threshold, review recommendations, approve or reject, and log the decision. Start with supplier price lists, invoices, emails and purchase history and finish with approved reorder or switch recommendations with source links.","ai":"Use language models to read unstructured PDFs, spreadsheets and emails, extract line items and fees, and match supplier descriptions to catalogue items. A buyer reviews every flagged change and recommendation before anything is sent; the system never places an order or contacts a supplier without human approval.","inputs":"Supplier price lists, invoices, emails and purchase history","deliverables":"Weekly price-change briefing with flagged increases, source links and approved reorder or switch recommendations","admin":"User roles for buyers and managers, supplier and product match overrides, threshold rules, approval history, audit trail of all recommendations and decisions, and versioned source documents.","mvp":"One buyer, one supplier connection, one product category, and two modules: extraction and flagging. Manual review of all matches and recommendations before any action.","expansion":"Automate match confirmations after initial human feedback, add automatic reorder drafting, integrate with purchase order systems, and expand to all suppliers and categories.","usp":"Supplier price changes caught in messy documents and checked against what you actually buy.","defensibility":"The more supplier documents and purchase histories it processes, the better the matching model becomes, and the switch cost of moving to a new tool grows with every confirmed match and saved order.","alternatives":"Manual spreadsheet comparison, paper invoice review, or e-procurement tools that expect clean catalogue data. This differs by handling messy formats and linking directly to your spend.","revenue":"Test pricing at $299 per month per buyer, with a setup fee of $1,500 for initial supplier connections and catalogue matching.","costs":"Main delivery costs are LLM API usage for document parsing, data storage, and a human-in-the-loop reviewer for the first weeks of each client.","integrations":"Email inboxes (Gmail, Outlook), PDF and spreadsheet storage (Google Drive, Dropbox), basic purchase history exports (CSV), and later purchase order systems.","dependencies":"Access to supplier inboxes and purchase history, OCR for handwritten or scanned documents, and a reliable matching model for product descriptions.","pilot":"Paid pilot with one client, one supplier, and one category. Baseline: current time spent on manual price checks and number of missed increases. Decision: if the pilot catches at least three price increases and saves two hours per week, proceed to broader rollout.","plan30":"Week 1: Build extraction pipeline for one supplier's PDFs and emails. Week 2: Match line items to a sample catalogue and set threshold rules. Week 3: Deliver weekly digest with flagged changes and source links. Week 4: Refine matching with client feedback and prepare for pilot expansion.","metrics":"Number of price increases caught before order placement; time saved per buyer per week on price checking.","channels":"LinkedIn ads targeting procurement managers, industry trade shows for distributors, and direct outreach to operations managers in target verticals.","leadMagnet":"Free price-creep audit: we review one supplier's invoices and price lists and show you where you overpaid last quarter.","message":"Never overpay a supplier again: get a weekly watch on every price change, with a clear recommendation before you order.","retention":"The system becomes the buyer's default watch on supplier changes; as more history and matches accumulate, the switching cost rises and the service becomes embedded in the procurement routine.","controls":"Buyer approval required for any recommendation; read-only access to supplier documents; no automated ordering; permission levels for viewing vs. approving; audit trail of all changes and decisions; must not send communications to suppliers without explicit buyer action.","crossSector":"Finance; Healthcare","fn":["Connect supplier inboxes and price lists","Extract line items, unit costs, fees and effective dates","Match supplier descriptions to catalogue items","Flag increases above a set threshold","Show old and new prices with source links","Draft reorder or switch recommendations for approval"],"sc":{"opp":6,"pain":7,"feas":9,"now":8},"phases":[{"name":"MVP","scope":"One buyer segment, one recurring use case; first modules: extraction and flagging. Manual review in the loop.","time":{"days":2,"label":"2 days"},"usd":5000},{"name":"Paid pilot","scope":"Accounts, roles, review states, audit trail and the first integration, hardened for two to three paying pilot customers.","time":{"days":3,"label":"3 days"},"usd":4500},{"name":"Full product","scope":"Self-serve onboarding, billing, monitoring and the wider integration set.","time":{"days":5,"label":"5 days"},"usd":6000}],"running":[{"stage":"MVP and paid pilot","note":"about 3 customers","hosting":[30,60],"ai":[50,100],"total":[80,160]},{"stage":"Full product","note":"about 50 customers","hosting":[110,210],"ai":[350,700],"total":[460,910]}],"total":15500,"complexity":0.01,"days":10,"shot":true,"demo":true}