AI ARCHITECTURE PATTERNS
Choose the simplest architecture that can earn trust.
Compare patterns by task shape, evidence, security, operations, and cost—then validate the choice in the AI Lab.
NOT SURE WHICH PATTERN FITS?
Use the architecture pattern recommender.
Answer six questions about freshness, actions, verification, sensitivity, path variation, and human approval.
DESIGN REVIEW
Every pattern needs an operating plan.
01Failure modes
Describe how the pattern can fail before discussing the happy path.
02Security controls
Identity, authorization, isolation, auditability, and data boundaries.
03Evaluation strategy
Task success, regressions, edge cases, and human calibration.
04Economics
Latency, model calls, retries, human review, and infrastructure cost.
