James Reed
Founder & CTO, WYRM Sentinel
Builds agentic systems for procurement and supply-chain intelligence — sanctions, CBAM, FX, freight, and the engine wiring it all together.
About
James Reed is the founder and technical lead of WYRM Sentinel, the agentic procurement intelligence platform. He architected the ten-agent decision engine, the public REST + MCP API surface, and the live-feed pipeline that powers Sentinel's sanctions, CBAM, FX, and supplier verification capabilities.
Before WYRM, James spent a decade as a Python systems engineer working on real-time data pipelines, geospatial analysis, and cross-domain OSINT tooling. His writing focuses on the parts of agentic AI that matter for production buyers — confidence ensembles, dissent surfacing, audit trails, and the boundary conditions where multi-agent systems break.
He posts working code more often than he posts opinions, and prefers showing the agent trace to claiming the agent works.
Recent posts
- Company
Why We Built WYRM Sentinel
Procurement teams lose hours every week to tab-switching between sanctions portals, commodity feeds, FX rates, and supplier directories. We built WYRM Sentinel — an agentic AI platform — because we believe the answer should come to the buyer, not the other way around.
2026-03-18 · 6 min read - Technology
Agentic AI for Procurement, Explained
Agentic AI procurement is not a dashboard. It is a set of specialist agents operating in parallel across sanctions, FX, commodities, shipping, carbon, and supplier data, returning one ranked procurement answer with full evidence trail.
2026-03-20 · 8 min read - Engineering
Building the Agentic Procurement Pipeline
Seven specialised agentic workers run simultaneously every time a buyer searches a product. We fuse their outputs — sanctions risk, CO₂ liability, FX exposure, commodity forecast, shipping cost, supplier capacity — through a predictive scoring model and return the ranked answer. Here's the architecture.
2026-03-25 · 12 min read - Technology
Agentic AI vs RAG vs Copilots: What Procurement Actually Needs
RAG answers questions. Copilots summarise screens. Procurement needs something that reasons across live markets, sanctions, and freight — then shows its working.
2026-04-22 · 10 min read - Compliance
Agentic AI for CBAM Category Managers: A Field Guide
CBAM liability calculated in spreadsheets after the PO is signed is a compliance risk. Agentic AI moves the calculation to the moment of decision.
2026-04-24 · 12 min read - Public Sector
Agentic AI for UK Government Procurement: Act 2023 Alignment
The Procurement Act 2023 asks buyers to justify supplier decisions on record. Agentic AI makes the justification a by-product of the decision itself.
2026-04-26 · 10 min read