Where WONTED is going

Intelligence that stays
with the business.

A founder needs more than a polished first answer. The useful intelligence remembers the decision, notices the new evidence and explains what should change.

The differentiating direction

Your company’s Decision Twin.

Connect each consequential claim to its sources, financial assumptions, decision, document sections and real-world test. When an input changes, show the affected work and a proposed revision for review.

Roadmap · partial foundation exists
What self-improvement should mean

Measure. Compare. Promote carefully.

Retain predictions and real outcomes. Compare a single-model baseline with Council using the same evidence and cost limits. Improve prompts and routing only when blinded evaluation supports the change, with versioning and rollback.

Agreement among AIs is not independent evidence. WONTED does not claim autonomous general intelligence or automatically retrain foundation models.

Build in useful increments

Earn the next stage.

01

Reliable first kit

Verified AI and research, durable workspaces, reviewed exports.

02

Connected decisions

Exact change impacts, affordable scenario forks and preserved edits.

03

Real customer learning

Actual interviews, conversions and collected cash.

04

Dependable operations

One approved connector with recoverable jobs and clear action limits.

05

Measured improvement

Promote evaluated configurations that help founders make better decisions.