AI use case discovery
Find the right opportunities by aligning human needs, business goals and AI possibilities.
AI Service Innovation
SERVICE DESIGNER | AI ENABLEMENT
From vague AI opportunity
to
tested workflow.
Find the right opportunities by aligning human needs, business goals and AI possibilities.
Design, build and test AI-driven solutions, skills and workflows using real data and processes.
Build trust with clear guardrails, practical examples and cross-functional alignment.
Make AI useful in real work by connecting people, data, process and measurable value.
CustomGPTs
Specialized GPTs for turning organizational knowledge into something people can actually use.
Agents
Prototypes that test where context, tools, handoffs and judgment belong in real work.
Skills
Reusable ChatGPT and Codex skills that preserve better ways of working.
AI Experiments
A field log of experiments where the prototype works just enough to suggest version two.
AI governance | Essay
The tired human asked to approve what the organization no longer understands.
AI alignment | Essay
How a useful, obedient AI can scale the dysfunction it was asked to serve.
Verification | Essay
Reasonable trust at the wrong moment, and the invoice sent to human attention.
Explore the work, people, needs, risks and non-goals.
Shape use cases, dependencies and testable choices.
Test small workflows against real work, not abstract slides.
Build guardrails, feedback loops and responsible use.