The offer

Two ways to work together

“Gen” is deliberately ambiguous. Depending on what you need, it means General consulting — or Generative AI. Same operator, two postures.

General consulting

Senior thinking without the enterprise overhead.

For owners staring at a big, scary, undefined problem.

I use an engineer’s approach to turn a tangle of half-problems into well-defined ones — then deliver the fix, or find the right specialist and manage the hand-off. Often it looks like plain, good project management and operations work, moving faster because AgenticOS carries the research and context behind the scenes.

First-principles decomposition of multi-stakeholder messes
Project & portfolio management (EOS/Traction practitioner)
Operations improvement and clear next steps

Priced to the problem, not the hours.

Generative AI integration

Premium context engineering that actually ships.

For SMBs adopting AI — or rescuing a failed implementation.

Explicitly AI-based solutions: operations-focused agents and automations, and AI-native systems built clean-sheet rather than bolted onto legacy compromises. Marketing automations and large-scale builds get handed to trusted partners.

Operations agents & automations
AI-native systems design (clean-sheet over piecemeal)
Failed-implementation recovery

Market rate.

Under the hood

AgenticOS — the operating system underneath

BlackSwan runs on AgenticOS: a human-AI cognitive architecture built on Notion as the data layer and Claude as the reasoning engine. It summarizes messy information into structured knowledge, elaborates it back into full context on demand, and lets one person manage team-level complexity.

Every email, conversation, and decision becomes a permanent, searchable, queryable asset that appreciates over time. Knowledge is usually a wasting asset — AgenticOS inverts that.

The promise

If I’m not the right fit, I’ll tell you — and point you to someone who is. Either way you leave with a clearer problem than you came with.

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