This page is the deep dive — the homepage leads with what the platform does for you; here is how it's built. Meta3Agents is a hardened, governed multi-agent system, production-grade and extensively tested. No trading-return or performance claims appear anywhere on this site.
Inbound requests are classified by intent and routed to the persona best suited to handle them. Each persona carries its own behavioral profile, domain context, memory, and skill assignments.
Authority is earned, not assumed. Every persona climbs the ladder before it acts: Evidence → Calibrated confidence → Gated authority → Full audit trail.
The platform routes each task to the most cost-effective model that meets the quality bar — frontier models for the hardest reasoning, efficient hosted models for everyday work, and local inference where it fits. Routing is configuration, not code.
Routing is one line in a larger equation — see workflow economics: the number that matters is total cost per accepted outcome.
Approved outcomes and reviewer feedback can be captured to improve deployment-specific workflows: outcomes are tracked, confidence is calibrated, and workflow configurations improve through controlled evaluation — patterns compound inside each approved deployment boundary.
For a CTO/CISO-oriented breakdown of these controls, see the Security architecture; for connectable systems and channel status, the Integrations page; for where it runs, Deployment models.
Specific counts (skills, endpoints, workflows, test totals) and the exact model line-up are shared under NDA or in a technical walkthrough — they change with every release, and we'd rather show you the system than flex a number. Request a demo to see it live.