Platform Architecture & Reliability

Engineered for zero-downtime precision with multi-agent orchestration and strict schema outputs.

Seamless Handoffs

Multi-Agent Orchestration & Pipeline Handoffs

Agents do not work in isolated silos. When Email Triage identifies an incoming sales lead, it hands off structured context to Lead Qualifier, which enriches the prospect and passes meeting details to Meeting Summarizer.

Zero context loss across inter-agent payload transitions
Asynchronous Redis event bus ensuring sub-200ms message delivery

// Multi-Agent Handoff Event Payload
{
  "event_id": "evt_99182301",
  "source_agent": "email-triage",
  "target_agent": "lead-qualifier",
  "status": "COMPLETED"
}

Zero Hallucinations

Strict JSON Schema Enforcement

Every agent response is parsed against strict runtime Zod / JSON schemas before any database mutation takes place.

100% guarantee of structured JSON payload key alignment
Automatic type coercion & sanitization

// Schema Validator Verification
const SupportTicketSchema = z.object({
  ticketId: z.string().startsWith("TICK-"),
  sentiment: z.enum(["Urgent", "Normal"]),
  confidenceScore: z.number().min(0.85)
});