SELECTED WORK

Evidence, with the
boundary left intact.

Public proof for confidential enterprise work should be specific about the outcome and equally specific about what it does not claim.

Confidentiality by design

Useful proof without borrowed authority.

Enterprise transformation work often carries confidential operational context. Public evidence therefore focuses on the problem class, my contribution, the verified outcome, and the boundary of the claim.

Procurement workflow

From negotiation preparation to decision-ready intelligence

Context: A defined procurement negotiation workflow depended on repetitive manual preparation across fragmented inputs.
My contribution: Workflow diagnosis, AI-assisted operating design, prompt and evidence structure, and adoption guidance.
Verified outcome: 60 to 75% less preparation time within the defined workflow.
Claim boundary: The figure applies to the documented workflow, not to procurement as a whole.

Capability building

From general AI awareness to role-specific practice

Context: Professionals needed practical confidence to apply AI inside real work, not only conceptual training.
My contribution: Applied learning architecture, workflow demonstrations, adoption formats, and champion enablement.
Verified outcome: 500+ professionals enabled through applied AI learning and adoption.
Claim boundary: Enabled describes participation in structured capability-building activity, not a universal productivity claim.

Workflow portfolio

From scattered ideas to working AI workflows

Context: AI opportunities needed to move from isolated ideas into a coherent, testable portfolio.
My contribution: Use-case prioritisation, workflow architecture, prototyping, and operating guidance.
Verified outcome: 10+ AI workflows designed and delivered across real work contexts.
Claim boundary: Public descriptions stay abstract where the underlying work is confidential.

PRIVATE WORKING SESSION

Bring the real operating problem.

For leaders who need to move from AI activity to evidence, adoption, and repeatable capability.

Discuss an engagement