01 — Premise
Ravenstack / 2026
Every company will be rebuilt around AI.
The only question is whose hands are on the controls.
We partner with a small number of operators to design, build, and ship the AI systems their next stage depends on. No wrappers. No demoware. Infrastructure that compounds.
— Ravenstack, founding note
02 — Capabilities
Four practices, one team
What we build.
001
Agentic systems.
Multi-step agents wired to your data, your tools, your decisions. Built to run unsupervised at scale, supervised when it matters.
002
Decision intelligence.
Custom evaluators, retrieval pipelines, and judgment layers that replace gut-calls with measurable reasoning.
003
Bespoke models.
Fine-tunes and distillations on your proprietary corpus. Cheaper to run, faster to ship, owned outright.
004
AI-native product.
Zero-to-one product surfaces designed around what models can do today and what they will do next quarter.
03 — Method
Three phases, one operating principle
We don't consult.
We operate.
-
Phase 01 · Diagnose
Two weeks. We sit inside your business, map the workflows, and identify where AI changes the unit economics — not where it adds a nicer button.
-
Phase 02 · Build
Six to twelve weeks. Our team designs, builds, and ships the system end-to-end. Your team is in the room. Code, models, and weights are yours from day one.
-
Phase 03 · Compound
Ongoing. We stay paid only if the system keeps earning. Quarterly evals, model refreshes, and the next problem on the roadmap.
04 — By the numbers
A small studio. Outsized work.
By the numbers
14
Founding partners and operators in the network
6×
Average revenue lift across shipped engagements
9.2M
Aggregate valuation of partner companies, post-engagement
8
Active engagements at any given time. By design.