Training portal.
One dense operating map for the 8-week AISA learning path. Modules, artifacts, templates, instructor ops, and application flow are linked from here.
Customer brief - Turn a vague AI request into users, data, risks, success metrics, and open questions.
Week 02Model strategyModel decision memo - Choose model, retrieval, prompt boundary, latency, cost, fallback, and escalation strategy.
Week 03RAG reference designRetrieval architecture - Design ingestion, metadata, trust filters, citations, freshness, and evaluation gates.
Week 04Agent boundariesTool permission matrix - Separate read-only answers, draft workflows, action-capable tools, approvals, and failures.
Week 05Security and responsible AIRisk register - Make PII, prompt injection, logging, authorization, guardrails, and escalation explicit.
Week 06Cost and operationsOps memo - Estimate tokens, latency, quotas, degraded modes, monitoring, runbooks, and ownership.
Week 07Capstone defenseDefense narrative - Present the architecture, defend tradeoffs, answer pushback, and revise the proposal.
Week 08Career proofPortfolio packet - Turn the capstone into resume proof, LinkedIn narrative, outreach, and interview answers.
Enterprise support assistant.
Every week adds one piece of the same portfolio packet: discovery, model strategy, RAG, agents, risk, cost, defense, and career proof.