North Star · In development

Rozum
Autopilot.

A closed-loop AI that turns prediction into action — and ships as IP, not a subscription.

Pillar 04 · Flagship
Status ● In development
Phase 1 · Co-Pilot Pre-launch cohort
Phase 2 · Autopilot Roadmap · 2027
§ 01 Why Autopilot exists

Most analytics tell you what happened.

A dashboard reports. A predictive model forecasts. Autopilot closes the loop — it decides, executes, and learns. Without forcing a small-business owner to read another report.

We're building the system Fortune 500 teams wish they had — and putting it in the hands of the businesses that need it most. Aligned with America's AI Action Plan: safe, accountable, automated.

§ 02 How it works · the closed loop

The closed loop.

Four pillars, one continuous feedback system. Analytics feeds the model. Optimization tests interventions. Retention compounds the winners. Autopilot decides what runs next.

fig.01 — rozum/autopilot self-improving · IP transferred to client
§ 03 Two phases · the build path

Co-Pilot first. Autopilot next.

Phase 1 — Co-Pilot — keeps a human in the loop and ships with our first cohort. Phase 2 — Autopilot — moves to pre-approved autonomous action.

Phase 1 · Active build / Phase 1

Co-Pilot

Real-time predictions surface as one-card prescriptive actions for the small-business owner. Human-in-the-loop, no surprises.

  • Micro-trend anomaly detection
  • "Do This Now" prescriptive action cards
  • Optimization-to-Retention bridge
  • Pre-emptive churn-risk flagging
Phase 2 · Roadmap / Phase 2

Autopilot

The system evolves to execute small, low-risk, high-impact actions automatically — under pre-approved rules and testing confidence.

  • Automated A/B test deployment
  • Smart traffic allocation
  • Pre-approved autonomous optimization
  • Closed-loop confidence scoring
§ 04 Phase 1 · Co-Pilot features

Three things ship in the first cohort.

Production-ready features that turn Rozum from a consulting deliverable into a system that keeps working between engagements.

§ 05 Why IP, not SaaS

You own the system. Period.

SaaS rents you intelligence. Rozum transfers Autopilot as your intellectual property — a defensible business asset, not a line item.

Typical SaaS analytics platform

Rent the tool.

  • Monthly subscription, indefinite
  • Generic models, not your data
  • Vendor lock-in
  • No transferable asset
  • Requires internal team to operate
Rozum Autopilot · IP delivery

Own the system.

  • One-time project, transferred IP
  • Custom AI/ML trained on your data
  • Defensible business asset
  • Runs without a data team
  • Self-improving feedback loop
§ 06 Early access cohort
First cohort · limited

Join the first cohort.

Phase 1 Co-Pilot ships with our launch cohort. Waitlist members get the first call when we open intake.

/ autopilot_cohort
→ We reply within 2 business days.
Thanks — you're on the Autopilot cohort list.