Capability, not dependence
Fundamentals and limitations, taught plainly. Assumptions and tradeoffs made explicit, then informed decision-making left with you.
AI is changing how work gets done.Decide how you and your business change with it.
Private counsel for chairs, CEOs, and board members — on the position the business must take, and on the fluency the individual wants for themselves. Strategy, informed choices, and personal command of the subject, worked through with an impartial, independent AI professional.
The opportunity is clear.
The route is not.
The organisation can see AI's potential, but the board has not decided where it should create value or what it should change. Possibility is not a realized gain.
You are expected to lead on AI without having had time to learn it properly. The boardroom is not the place to ask an elementary question. Here, no question is elementary.
Be ready for your next role or mandate: expert viewpoints on where AI is headed, before the change arrives.
The engagement model
One personally assigned advisor. Prepared and knowledgeable about your situation, attuned to how you learn — for the company, your role, or for your personal development.
Achievable impact over market hype
We help you assess the impact by business value, feasibility, adoption risk, and governance — with the implementation and data roadmap in full view.
Discreet, confidential and independent
No commissions, no referral fees, no delivery arm. Nothing published, no logos, no case studies. Notes encrypted, returned or destroyed at the end.
Under NDA one principal at a time nothing to sell you
No question is too elementary
A private room exists so the simple questions get asked and expertly answered: how the models actually work, where they fail, what a vendor claim omits. Attaining personal AI fluency is our mission.
First conversation
Half an hour, under NDA on request, no obligation.
One purpose: establish how we would work together, where value is best added, and whether the fit is right.
- Inform your decisions.
The board position, the company policy, the build-or-buy, the operating model — the decisions AI is forcing into view.
- Set how you want to learn.
Fundamentals from first principles; tradeoffs and failure modes. The path follows your focus areas — bespoke to your needs.
- Aligned from the start.
A one-page mandate letter — outcome, constraints, cadence, end — agreed before any fee.
The principal
Counsel grounded where AI meets consequence: AI models, machine learning and enterprise data infrastructure run in production; venture-backed or established.
I understand the technical claims, the organizational constraints, and the enterprise environment with nothing to sell behind the advice. I have been the consultant asked to evaluate, the architect asked to design, the engineer asked to build, and the leader asked to decide.
Decisions I work on
- AI strategy and capital allocation
- Build, buy, or decline at platform scale
- Which opportunities are achievable
- Operating AI at scale and avoiding risks
- Data strategy roadmap beneath the ambition
- Governance, resource allocations
- Path to AI-readiness in your career
- Be in the know before you delegate
Fit
Not a good fit
- Implementation offloaded to consultants, where a safe purchase matters more than a grounded answer.
- Decisions are made by the collective or deferred.
- Full solution implementation required. In this role I advise; I do not deliver.
- Post-decision justification; inform yourself first, only then act.
A good fit
- Chairs, CEOs, board members with authority to act.
- Leaders who want a solid grasp of the fundamentals and learn the limits privately.
- Organisations willing to examine their own needs and constraints before buying a tool.
- Executives moving into an AI-facing role, or rebuilding their footing.
- Executives who need to keep pace with accelerating change in AI.
Let's clarify your needs as a leader
Request a private conversation
Choose a time and say briefly what is at stake — a decision, a new role, or your own footing in the subject. Two sentences are enough. You will hear back from me, not a team.
Your note is treated as confidential from the first word. An NDA is available before any substantive exchange. A conversation commits you to nothing. Please note: given current demand I cannot guarantee availability for new clients, but I will do my utmost.
Or write directly: hecaton@rawdata.space
Half an hour · held in confidence · no obligation