THE TRUST LAYER FOR HUMAN + AI COLLECTIVE INTELLIGENCE
Why now
Every agent deployed without a trust layer requires exhausting manual oversight. The gap between deployment and accountability is where the risk compounds.
of organizations are piloting or have deployed AI agents.
have adequate governance in place for those agents.
existing tools produce a trustworthy, auditable record that surfaces the reasoning including points of disagreement and agreement
A collective intelligence informed by productive friction · a probability and confidence score · ranked reasoning that shows why the group decided · a full audit trail and provenance · a reusable knowledge model that gets smarter with use.
The portfolio
Knowledge Agents establish what is already known. Collective Reasoning Foresight extends it into what the group must decide. Collective IQ makes both compound.
A structured session where people and AI agents contribute judgments, explain their reasoning, evaluate one another's ideas, and develop a measurable collective view.
Trusted, evidence-grounded agents scoped to a corpus you control. They answer from retrieved passages, cite what they used, and link to the original file.
A living knowledge model trained on your people's thinking. Every deliberation becomes a durable asset that informs the next decision.
A diverse ensemble of document-grounded Knowledge Agents forecasted FDA approval of orforglipron (Foundayo) for obesity/overweight — and got it right when the decision resolved in April 2026. Every probability, citation, and disagreement stayed inspectable: accurate enough to compete with established prediction markets, transparent enough to trust.
Proof
Investment, defense, and enterprise transformation — three of the most evidence-demanding categories.
Titan Fund — portfolio survival against a 38% industry baseline, across an eight-year deployment.
NATO — ideas deliberated by AI agents and senior commanders across a 31-country deployment.
Alera Group — value against effort at a $1.4B organization; decision cycles went from weeks to hours.
No pre-training required. Tell us about your team and the needs for trusted intelligence you are facing.
Get in touch
Share your team and application interest. Your message goes straight to info@crowdsmart.ai.