Work with me
Understand the work before redesigning it with AI.
You may already have an AI idea, an automation in progress, or a prototype that shows promise. I help teams understand how work really gets done, identify where AI can create meaningful value, and design a practical path forward.
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Understand how the work actually gets done.
For teams that know a workflow is slow, fragmented, or difficult to scale but need clarity before deciding what to change.
We uncover the decisions, knowledge, exceptions, and handoffs that shape the work, giving you a clear view of the current workflow and where the biggest opportunities exist.
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Design how people and AI should work together.
For teams that understand the problem but need a practical blueprint for introducing AI into the workflow.
We define where AI should assist, automate, or escalate, along with the knowledge, integrations, guardrails, and evaluation criteria needed to make it work.
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For teams that already have an AI prototype, automation, or agent that works in a demo but is not ready for real-world use.
We identify the gaps between prototype and production, then design the workflow, human oversight, exception handling, and evaluation needed to move toward 1.0.