Insights
Research, strategy, and engineering guidance for AI leaders.
Actionable insight across AI strategy, engineering, operations, and edge delivery.
AI Operating Models That Scale
Structure AI initiatives around measurable value streams and accountable owners.
Read insightEngineering Trustworthy AI Agents
Reliability comes from evaluation harnesses, not just bigger models.
Read insightAI Ops Metrics That Matter
Measure AI with the same rigor as any revenue-critical system.
Read insightEdge Deployment for Global AI
Edge-ready architectures keep AI experiences fast and compliant worldwide.
Read insightRAG Architecture Patterns for Enterprise
Move beyond vector search to hybrid retrieval systems that rank by relevance and recency.
Read insightWhen and How to Fine-Tune LLMs
Fine-tuning is rarely the answer. Here's the decision tree for your use case.
Read insightAI Cost Governance and Unit Economics
Track cost per decision, cost per user, and cost per dollar of value unlocked.
Read insightSafety Guardrails Without Blocking Value
Implement policy as code, not as friction. Let guardrails guide behavior without killing UX.
Read insightDesigning Reliable Agentic Workflows
Agents need clear boundaries, measurable success criteria, and human override paths.
Read insightStart the engagement
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