Learn from company decisions

Explore company research and source links, with clear labels for records still under review.

Historical evidence

Company comparisons stay tied to reviewed sources.

Research records are not treated as proof just because an AI found them. Only records checked by a person against their sources can appear as precedents or historical counts. Until then, reports focus on your options and trade-offs without unsupported company statistics.

Platform Capabilities

Decision Impact Analysis

Review trade-offs and risks. When a relevant case has been checked against its sources, the report links directly to that record.

Company Research Library

Browse company research, inspect source links, and see which records have been human-reviewed.

Founder Workflow

Profile, decision, report

Source-Linked Cases

Open source records where available

How It Works

  1. 01

    Build your business profile

    Answer a few guided questions or upload a document. Skip anything you do not know and add details later.

  2. 02

    State the decision

    Describe the call you are facing — a raise, a pivot, an expansion — along with constraints and time horizon.

  3. 03

    Review your options

    Get an AI risk review, trade-offs, and alternatives. Relevant company examples appear only when their records have been checked against sources.

Decide with evidence.

Build a business profile, pressure-test a decision, and inspect the sources behind any company comparison.

Create your account