Ai Integration Services
Expert ai integration consulting services and strategic guidance.
Services (8)
AI-Assisted Development Workflows
I help engineering teams adopt AI-assisted development effectively, establishing workflows with tools like Cursor and Copilot, code review standards, team guardrails, and practices that improve productivity without sacrificing quality.
AI-Enhanced CI/CD & Delivery Automation
I help teams improve CI/CD with practical AI enhancements, including review automation, test assistance, pipeline intelligence, and safer rollout patterns that speed delivery without increasing release risk.
AI-Powered Workflow & Operations Automation
I help teams evaluate and design AI-powered workflow and operations automation, focused on efficiency, operational value, and integration into existing processes rather than technology showcases.
Build-vs-Buy Tradeoff Analysis
I help analyze build-vs-buy tradeoffs for technical solutions – evaluating whether to build custom solutions or use existing products, providing strategic decision support based on technical, business, and long-term considerations.
LLM Integration Architecture
I help teams evaluate LLM integration approaches for products and engineering workflows, including provider tradeoffs, API boundaries, operational guardrails, cost and reliability considerations, and integration into existing systems.
AI Integration Assessment & Strategy
I assess where AI can add value in your products and internal workflows, identifying opportunities for practical integration that solve real problems rather than chasing AI hype.
RAG Architecture & Integration
I help teams evaluate and implement practical retrieval-augmented generation (RAG) architectures, including retrieval pipelines, grounding strategies, operational tradeoffs, and integration into existing engineering systems.
Vector Database & Semantic Retrieval Strategy
I help teams evaluate vector database approaches and semantic retrieval architectures, including embedding workflows, operational tradeoffs, and integration patterns for AI-powered applications.