How I help
I design AI-assisted workflows where agents use structured tools, context, validations, and human review instead of fragile one-off prompts.
MCP Workflows
Build agentic workflows and MCP integrations that let AI tools safely interact with business context, APIs, and operational processes.
Discuss this serviceI design AI-assisted workflows where agents use structured tools, context, validations, and human review instead of fragile one-off prompts.
AI assistants need safe access to business tools and data.
Prompt-only workflows are too brittle for real operations.
Teams need repeatable agent workflows with clear boundaries.
Automation needs human approval points and auditability.
Share what you are trying to build, automate, or modernize. I can help shape the technical path and the first practical steps.