Transparency

Last updated: February 2026

How the panel works

Every Decision Memo is produced by four AI advisors deliberating your question in parallel. Each advisor has a distinct thinking style:

  • The Strategist — focuses on long-term positioning, opportunity cost, and strategic fit.
  • The Analyst — grounds the discussion in data, cost-benefit analysis, and measurable outcomes.
  • The Challenger — stress-tests assumptions, identifies blind spots, and argues the contrarian view.
  • The Architect — designs the implementation path, surfaces dependencies, and proposes concrete next steps.

AI providers

We use a multi-model architecture. Each advisor may be powered by a different provider to maximise diversity of reasoning:

  • OpenAI (GPT series)
  • Anthropic (Claude series)
  • Google (Gemini series)
  • xAI (Grok series)

The specific model assigned to each advisor may change as we optimise for quality. Every memo includes metadata showing which model produced each perspective.

Data flow

  1. You submit a question. Our briefing engine may ask follow-up questions to gather context.
  2. Your question (with context) is sent to four AI providers in parallel via their APIs.
  3. Each provider returns a perspective. Our synthesis engine identifies agreements, divergences, and produces the verdict.
  4. The structured Decision Memo is stored in your account and displayed immediately.

No training on your data

We do not use your questions or memos to train AI models. Our provider agreements prohibit data retention beyond the API request. Your decisions stay yours.

Limitations & honest use

Decision Memos is a structured thinking tool, not a substitute for professional advice. Keep these principles in mind:

  • Verify assumptions — the panel reasons from the context you provide. Better input produces better output.
  • Treat output as advisory input — a Decision Memo is a starting point for discussion, not a final answer.
  • Know when not to use it — for legally binding decisions, medical choices, or situations requiring licensed professional advice, consult the appropriate expert.
  • Consensus is not certainty — a “strong consensus” means the advisors agree, not that the answer is guaranteed correct.

Questions?

We believe in being open about how the product works. If you have questions, reach us at our contact page.

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