Decisions live in old messages
Why something was decided, what was promised, and what is pending is buried across threads, tools, and your own memory.
AI operating layer for complex professionals and oncology clinics
An AI operating layer for complex work.
I help high-complexity professionals and independent oncology and Uro-Rads groups use AI agent tools to run work and operations more clearly, without adding another app to babysit.
Built by a practicing radiation oncologist working inside the same operational pressure. PHI-light, human-reviewed, and governed by rules, not vibes.
- Services first, software later
- Plain English, no vendor hype
- PHI-light by design
- Governed, not creepy
The problem
Your work already runs on an operating system. It is just scattered.
For most complex professionals, the system that actually runs work and life is spread across email, calendars, notes, texts, documents, and memory. Your AI tools answer questions, but they do not hold context across your week.
The result is not missing information. It is operational drag: decisions you have to reconstruct, handoffs that are hard, and roles that do not talk to each other.
Nothing would carry on without you
If you stepped away for a week, staff, partners, or family would struggle to see what matters, what is pending, and what needs attention.
Multiple roles, no shared layer
Clinical work, consulting, a practice, a business, investments. The systems run in parallel but never talk to each other.
How it works
We install an operating layer on top of the tools you already use.
Not another app to babysit. We map how you work, build the recurring structure around it, then hand you a system you actually run, with human review kept in the loop.
Diagnose
A scoped 2 to 4 week diagnostic maps your workflows, recurring responsibilities, inboxes, notes, automations, and blind spots. You get a clear operating-layer blueprint.
Build
A 30 to 90 day rollout builds your recurring briefings, decision logs, status docs, domain agents, and workflows on the tools you already use.
Operate
We stabilize the system and train you to run it. An optional retainer keeps workflows improving and produces recurring intelligence briefs.
The offer
Services first. Software later.
Start with a scoped diagnostic. Most clients move into a 30 to 90 day rollout, and some continue on a retainer. Engagements are scoped case by case.
AI operating layer diagnostic
2 to 4 weeks. We map current workflows and blind spots and deliver a practical blueprint. For clinics, scoped case by case and PHI-light.
Done-with-you implementation
30 to 90 days. We build your domain structure, recurring briefings, status docs, prompts, and workflows, and train you to operate them.
Fractional AI chief of staff
Optional monthly retainer. We maintain workflows, improve automations, and produce recurring intelligence briefs for your operation.
Governance and privacy
Governed by rules, not vibes.
Healthcare AI without guardrails is a liability story waiting to happen. Every engagement is built around explicit boundaries.
- PHI-light work first. No PHI enters public models.
- Human review stays required for consequential work.
- Not clinical decision support. It is an operating layer.
- Client-specific systems remain client-owned.
- The founder's private system is not product training data.
- The architecture is what is taught, not any private corpus.
- Nothing here is legal, financial, or medical advice.
Who it is for
Two tracks. One operating layer.
Complex professionals
Physicians with multiple roles, founders, consultants, attorneys, finance professionals, and executives running work and life across too many systems.
Independent oncology and Uro-Rads groups
Practices adding theranostics, expanding the trial portfolio, or trying to keep partner time off the business office floor. Mirrors the audience of Theranostics Weekly.
Already using AI, not systematically
People and teams who reach for AI tools daily but have no shared operating layer holding context across roles and weeks.
Operators who want leverage, not a sale
Independent groups under consolidation pressure who want operating leverage that does not require selling the group.
Who it is not for
This is not for everyone.
- People looking for a simple to-do or note app.
- People who want AI to replace professional judgment.
- People unwilling to document how they actually work.
- People expecting AI to run sensitive workflows without guardrails.
Diagnostic call
Diagnostic calls are coming soon.
30-minute diagnostic calls open soon. They are a short call to see whether an AI operating layer would actually reduce drag in your work, and whether a scoped diagnostic makes sense.
For complex professionals. If you lead an independent oncology or Uro-Rads group, see the practice diagnostic below.
Coming soon
Diagnostic calls open soon.
Booking for diagnostic calls is not open yet. Check back shortly.
Practice diagnostic
For independent oncology and Uro-Rads groups.
A scoped diagnostic for independent groups considering a 30 to 90 day AI operating layer rollout. PHI-light first, human review required, not clinical decision support.
Diagnostics are limited and scoped case by case. Nothing on this page is legal, financial, or medical advice.
Coming soon
Practice diagnostics open soon.
Intake for practice diagnostics is not open yet. Check back shortly.
Founder memo
Read the founder memo.
The deeper essay explains why this started as an internal operating system, why most software is not the answer, and why the real product is a governed operating layer for complex operators.