About
A senior practice, by design.
Two principals. Twenty-five-plus years between us in enterprise systems, AI/ML, and the privacy and security layer that holds them together. We work on engagements personally. No juniors, no handoffs.
The systems and security layer.
- Anchored in enterprise systems — the platforms, data, and analytics infrastructure a company actually runs on.
- Owns the floor on every engagement: the PII audit, the vendor-lock review, “what happens when the model is wrong.”
- Twenty-five years of getting enterprise systems to actually run on Monday morning.
- On an engagement: the one who makes sure the thing that ships is the thing you can live with.
Depth: enterprise platforms · data & analytics infrastructure · the security layer
The AI, agents, and data layer.
- Builds and ships AI/ML systems in production — from semantic data layers to agentic flows running unattended in revenue-critical paths.
- Formal grounding in AI/ML and agentic systems, kept current by shipping, not reading.
- Carries an active portfolio of AI and agentic builds inside a live operating business.
- On an engagement: the one who finds the pattern, translates it, and makes it run.
Depth: AI/ML · agentic systems · data infrastructure
We automate the repetitive. We protect the human.
Privacy and security are the floor, not the upsell.
If we wouldn’t recommend it to a friend running your company, we won’t recommend it to you.
The practice
Two principals, hands-on. The people who scope your engagement are the people who ship it.
Sectors we’ve worked in
Programmatic ad-tech · Privacy advisory · Data infrastructure
The thesis runs through everything we do. A pattern from one of these sectors is often the answer to a problem in another. That’s the work.
How we work
One thing at a time.
We ship one outcome, prove it, then move. No 18-month transformations.
Reversibility by default.
We don’t lock you into vendors, frameworks, or ourselves.
Privacy and security at the floor.
Every recommendation survives a PII audit, a vendor-lock review, and “what happens when the model is wrong.”
No handoffs.
The people you meet at the audit are the people on the engagement.
Working toward Anthropic Partner Network certification. Independent practice — we recommend the right tool for your problem, not a partner’s tool by default.