LIVE FDE Bootcamp for AI Engineers

Session 3 – Enterprise integration

REST, SOAP and webhooks · A legacy XML feed · Messy partner data

Output: Connections to the client’s real systems

Session 4 – Scoping the real problem

Writing the SOW · Holding scope when the client tries to expand it

Output: A signed SOW

Session 5 – Identity and access

OAuth and SSO · Role-based access · Tenant isolation

Output: SSO and role-based access, end to end

Session 6 – The security review

A security review with a platform head who trusts no vendor · Threat model

Output: Tenant-bound access

Session 7 – Knowledge graphs

Knowledge graphs with Neo4j · Modelling supply chain events · Enterprise Ontology

Output: A graph over the client’s events

Session 8 – Hybrid RAG

Hybrid RAG over scattered, late-arriving events

Output: Trace assistant v1

Session 9 – Inheriting code

Reading an undocumented prototype · Codebase map, tests and ADRs · Triage the tech debt

Output: A stabilised codebase

Session 10 – Product thinking

Writing the PRD · A Now, Next, Later roadmap

Output: PRD and roadmap

Session 11 – Scale

Queues and retries · Multi-tenancy at 100x pilot volume

Output: A load test at 100x pilot volume

Session 12 – Trust

AI UX and governance · SLOs

Output: Load test and SLOs

Session 13 – Ship it

Docker and Kubernetes · CI with eval gates · Shadow mode and rollout runbook

Output: A rollout pipeline with eval gates

Session 14 – Prove it

The ROI story for your CTO

Output: ROI one-pager

Session 15 – Operate

Game day · A blameless postmortem · The handoff

Output: Runbooks and a postmortem

Session 16 – Launch review

Your system, presented to the full TraceGrid panel

Output: The launch review