B2B Commerce – Reorder Agent
Agentic order capture from email
Most B2B reorders still arrive as emails and get retyped into the ERP by sales admins. It is slow, error-prone, and the intent behind the order never gets captured in structured form.
Most B2B reorders still arrive as emails and get retyped into the ERP by sales admins. It is slow, error-prone, and the intent behind the order never gets captured in structured form.
Built a seller-side reorder agent end to end on Next.js, Supabase and the Claude API. It reads an inbound email, identifies the buyer, resolves SKUs against contract prices and stock, and either submits the order, asks the buyer to clarify, or routes it for human approval. Deterministic guardrails on spend limits, credit and delivery feasibility gate every submission, every step is written to an audit trail, and a 14-case eval suite runs the agent in shadow mode before any prompt, model or policy change ships.
Built a seller-side reorder agent end to end on Next.js, Supabase and the Claude API. It reads an inbound email, identifies the buyer, resolves SKUs against contract prices and stock, and either submits the order, asks the buyer to clarify, or routes it for human approval. Deterministic guardrails on spend limits, credit and delivery feasibility gate every submission, every step is written to an audit trail, and a 14-case eval suite runs the agent in shadow mode before any prompt, model or policy change ships.
Working prototype with six pre-run scenarios covering every outcome, from straight-through order to hard stop. The live link is a locked exhibit (execution disabled). Contact me for a full walkthrough.
Working prototype with six pre-run scenarios covering every outcome, from straight-through order to hard stop. The live link is a locked exhibit (execution disabled). Contact me for a full walkthrough.

