GenAI guardrails that survive production audits
Patterns for logging, evaluation, and human oversight under scrutiny.
Articles, points of view, and long-form notes on AI, cloud, and delivery—mirroring how we talk with clients. Subscribe via RSS for blog updates.
Agentic AI, LLMs, machine learning, and enterprise AI integration—patterns from healthcare client programs (anonymized composites).
Orchestration, tool allowlists, and human handoffs for multi-step workflows.
RAG, ACLs at query time, and evaluation with clinical reviewers.
Decision support, fairness-aware training, and MLOps that survive audits.
Risk tiers, security review, and velocity without recklessness.
Boundaries, contracts, and production discipline when teams move fast with AI assistants.
Patterns for logging, evaluation, and human oversight under scrutiny.
When “move fast” meets documentation and access control.
Rethinking digital transformation before you lift-and-shift.
Wiring models into workflows—not slide decks.
Practical integration patterns for industrial and logistics teams.
What we cut—and what we never skip—when proving a hypothesis.
Baseline controls that scale with your product.
Business impact beyond the pilot phase.
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