Custom B2B AI & Data Solutions

You do. Everything I build or specify in an engagement: prototypes, architecture sketches, evaluation criteria – is yours, documented for handoff from day one. I structure it so your engineering team can own and extend the system without depending on me.

Yes, when teams want that. I can embed with your engineers during prototyping, joining standups, reviewing approaches, and transferring the privacy-by-design reasoning behind each decision. The handoff works because it was collaborative, not a document thrown over a wall.

Data minimization, least-privilege access, and clear boundaries between demo data and production paths are defined before prototyping advances. I also write data protection impact notes as we go, so the prototype arrives with its risk thinking attached, not as an afterthought.

My focus is advise-and-prototype: architecture sketches, privacy-preserving patterns, evaluation criteria, and production-readiness checklists, with handoff so your engineering team owns the system. If you need a full product team, I'll tell you honestly and help you scope what to look for.

Intelligent automation for GRC workflows, privacy-ops assistants, data classification helpers, and analytics patterns designed with least privilege and privacy-by-design. If your use case touches personal data, I'll flag it early and design around it.

Often yes. Governance defines which use cases are allowed, and tooling work then automates the approved workflows safely. Doing them together means the controls and the automation are designed as one system.

It depends on scope. I work in defined stages: a solution brief and architecture sketch first, then prototype sprints with evaluation criteria. You approve each stage before the next begins, so there are no open-ended burn surprises. Commercial terms are confirmed in the proposal.