General / Cross-functional
Decision Intelligence Platform
Auto-generates assumptions, risks, and counterarguments for every major decision — captures structured decision records the organization can learn from.
The challenge
Why it exists
Teams make decisions without documenting assumptions or challenging them — causing repeated mistakes and no accountability loop.
The approach
How it works
The tool uses Claude to auto-generate assumptions, risks, and devil's advocate challenges for every decision. Teams debate via an AI-skeptic thread, stake predictions on outcomes, and get bias analysis over time — building a searchable, auditable record of team decision quality.
Key capabilities
What it does
The tool uses Claude to auto-generate assumptions, risks, and devil's advocate challenges for every decision.
Teams debate via an AI-skeptic thread, stake predictions on outcomes, and get bias analysis over time — building a searchable, auditable record of team decision quality.
Typically used by
Product, engineering, and strategy teams at startups and scaleups
Business impact
Reduces decision blind spots by surfacing hidden assumptions before commitment. Builds a culture of accountability through prediction markets with credibility scoring. Enables leadership to identify team-level cognitive biases (overconfidence, optimism bias) backed by data. Serves as institutional memory — every decision, challenge, and outcome is searchable and auditable. Estimated impact: faster decision reviews, measurable improvement in team forecast accuracy over time.
Built with
Technology
Tools & Frameworks
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