$ Project.log
nocept
$ cat description.md
MAIN DEMO: https://drive.google.com/file/d/1AWSg1w5srtz2kc2d1u2acTc1YYBGPmcT/view?usp=sharing STREAMLIT UI DEMO:https://drive.google.com/file/d/1oVChH6PqPA2oJ0zWeaNZ5tTYfMuagV1G/view?usp=drive_link DESCRIPTION: Enterprise Accounts Payable workflows generate significant volumes of invoice exceptions — discrepancies betweenpurchase orders, goods receipts, and supplier invoices that require manual investigation and resolution. These exceptions are difficult to resolve programmatically because the root cause typically exists outside the ERP system, in emails, verbal agreements, or undocumented supplier changes. NOCEPT is an agentic system built on IBM watsonx Orchestrate that implements a six-step sequential tool-call pipeline for autonomous exception resolution. Orchestrate manages the agent loop, invoking tools in order: exception classification via three-way match analysis, variance tolerance gating, Redis-backed historical similarity scoring against past approved cases, keyword confidence scoring across linked emails and transcripts, and Tavily-powered external web research for corroboration. Each tool writes its decision to Redis with a TTL, and the resolution tool reads whichever gate fired first. Short-circuit logic terminates the pipeline early on auto-approval. If no gate reaches threshold, the agent escalates with all intermediate evidence preserved in the audit log.
$ team --info
$ links --show
$ event --source
