No yes-men. Just experts who challenge your thinking.
Bring a high-stakes decision. Crucible convenes a panel of AI experts, each a distinct perspective, to debate it from every angle, then hands you a clear recommendation you can defend.
A room, not a chatbot
Your decision goes to a panel of AI experts, each a distinct perspective, so you see every angle instead of one opinion.
Experts who push back
Perspectives debate and challenge each other, so weak ideas get stress-tested, not rubber-stamped.
Matched to your decision
We assemble the perspectives that fit your question, across strategy, finance, legal, and operations.
An answer you can defend
Every recommendation comes with the reasoning, the sources, and where the perspectives disagreed.
How does Crucible work?
We don't take the first answer an AI gives. Crucible brings multiple experts, each a distinct perspective, to debate your question, then hands you a recommendation you can defend.
Frame your question
You describe the decision; Crucible assembles the perspectives that fit it, so every side is argued by the right expert.
Independent research
Each perspective investigates on its own and cites real sources first. The argument starts from evidence, not opinion.
Opening positions
Each perspective lays out its case and its claims, so the lines of disagreement are clear before cross-examination begins.
The debate
Perspectives challenge each other's evidence, spot contradictions, and refine their points. Weak ideas get filtered out, not waved through.
Red-team and converge
We hunt the last holes in the argument, then bring the views together, noting where the perspectives agree and how certain the conclusion is.
Your defensible brief
A clear, board-ready brief: the recommendation, the sources, the risks, and where the perspectives disagreed.
Coordinator Wage Uplift Decision
Bottom Line
Approve a targeted 4.5% wage increase within 30 days, tied to measurable cuts in agency spend and strict cost-neutrality safeguards.
Critical Risks
- Cost-neutrality failureHigh impactHigh prob
- Wage drift & equity claimsHigh impactMed prob
- Vacancies don't improve enoughHigh impactMed prob
Pick where you start.
Every plan runs the same Crucible engine. Start free, then upgrade when your decisions start building on each other.
Free
1 debate / month · 3 perspectives
- 1 debate per month
- Exactly 3 perspectives
- Decision Log with outcome summaries
- Re-use documents & continue from your last debate
$19/ month
3 debates / month · 5–7 perspectives
- 3 debates per month
- 5–7 perspectives per debate
- Memory Search across docs & past briefs
- Continue from any past debate + shareable link
- Connect debates to your AI tools (Claude, Cursor)
$45/ month
5 debates / month · 10–12 perspectives
- 5 debates per month
- 10–12 perspectives per debate
- Everything in Starter, plus Persistent memory
- Cross-session synthesis & contradiction alerts
- Priority support
All prices in USD. Cancel or change plans anytime.
See Crucible in action
Browse real executive briefs generated by the system to see the depth of research, the rigor of the debate, and the clarity of the final decision.
For founders, product & growth leaders
Go-to-Market Strategy
This one is ours. We ran Crucible's own launch through Crucible: ship the debate engine and the agent marketplace together, or sequence them? Eleven experts weighed speed to market against complexity, governance, and risk.
- Eleven AI perspectives spanning product, engineering, finance, legal, and growth.
- A red-team pass that challenged the framing, not just the answer.
- A defensible call at 86% confidence, with the dissenting case on record.
For COOs, HR Directors & CFOs
Strategic Workforce Planning
An organization is battling 98-day vacancy cycles for critical Coordinator roles. While metrics appear stable, operations rely on expensive agency staff, masking compliance risks and eroding margins. They must decide whether to approve a 4.5% wage increase funded by redirecting agency spend within a critical 30-day window.
- Convene an AI executive roundtable spanning HR, Finance, Operations, Legal, and Risk.
- Generate cross-functional impact analyses, financial stress tests, legal compliance checks, and red-team critiques.
- Deliver a data-backed Decision Memo with specific guardrails for cost neutrality, internal equity monitoring, and implementation timelines.
From open question to defensible brief.
Each perspective is powered by a different frontier model. They research in parallel, argue, get stress-tested, and converge. Watch the confidence build.
CrucibleEvery perspective investigates in parallel: searching the web, querying data, and reading your documents, citing real sources before any opinion forms.
Bottom Line
Approve a targeted 4.5% wage increase within 30 days, tied to measurable cuts in agency spend and strict cost-neutrality safeguards.
One confident answer, or a decision you can defend?
A single chatbot hands you one opinion in one voice. Crucible debates the question and shows its work.
You: Should we raise prices 15% next quarter?
You: Should we raise prices 15% next quarter?
Why multi-agent debate works
This isn't just our claim. From a 1785 jury theorem to recent LLM benchmarks, the research keeps reaching the same conclusion: multiple reasoners that debate and converge beat a single model's first answer.
Condorcet's Jury Theorem
Theoretical Foundation
Condorcet's Jury Theorem provides the mathematical proof that when each agent has better than random chance of being correct, the probability that the majority decision is correct approaches certainty as the number of agents increases. This classical result from 1785 gives theoretical rigor to multi-agent systems.
- If each agent has probability > 0.5 of being correct, majority vote accuracy approaches 1 as agents increase.
- Provides mathematical foundation for why ensemble methods and multi-agent voting work.
- Directly explains the empirical success of sampling-and-voting approaches in LLM systems.
Common Questions
Here are the questions we hear most from teams evaluating Crucible for critical reasoning workflows. Reach out if you need a deeper dive.
Make your next call one you can defend.
Run your first debate free. No credit card. A panel of experts and a board-ready brief in about an hour.