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Strategy backed by working systems.

I help teams choose where AI belongs, build the system, and measure what it delivers.

Agentic AI & Delivery

Build agents that investigate issues, use tools, and prepare tested changes for review.

  • Multi-agent architecture
  • Autonomous development workflows
  • Evaluation and release controls

AI Strategy & Cost

Compare the options. Measure quality and cost. Build the business case before the commitment.

  • Build-vs-buy evaluation
  • Provider benchmarking
  • AI cost and value modeling

Enterprise Knowledge & ServiceNow

Connect company knowledge to useful answers, with scoped access and traceable sources.

  • RAG and ingestion pipelines
  • ServiceNow architecture
  • MCP tools and integrations