Beyond rigid workflows. Autonomous Agent Swarms.

Static decision trees fail the moment a caller pivots mid-sentence. AnserTech Agent Swarms dynamically delegate, query, verify consensus, and hand off voice telephony with sub-10ms latency and shared vector blackboard memory.

6
Active Swarm Nodes
<10ms
Handoff Latency
100%
Context Memory
0.00%
Dropped Handshakes
Explore Interactive SwarmDevOps & Deployment Specs

Live Swarm Topology & Control Deck

Click any agent node to inspect runtime parameters or run simulated handoffs.

Active Swarm Topology: hierarchical
STEP 1 / 6
OBI Swarm Lead
9ms • 120 lines
Aria Reception Desk
14ms • 85 lines
Appointment Specialist
18ms • 45 lines
Care & Knowledge Bot
22ms • 60 lines
Contexia Recall & SMS
12ms • 95 lines
Escalation Sentinel
8ms • 15 lines
Live Swarm Dialogue: Aria Reception DeskSWARM_INTAKE_EVENT

“Namaste! Welcome to Apex Dental & Surgical Clinic. How may we assist your appointment today?”

OBI Swarm Lead

Autonomous Coordinator & Router

coordinator
Inference EngineGemini 2.5 Flash Telemetry
Sub-Agent Mission

Parses caller acoustic tone and semantic intent, delegates sub-tasks to specialists, and maintains continuous context synthesis.

Registered Swarm Tools
intent_classifiertask_delegatorconsensus_evaluatormemory_bus_writer
Swarm Event Trace Bus
STATUS 200 OK
// Event Payload [Step 1]
> SWARM_INTAKE_EVENT
from: "aria-inbound"
to: "obi-core"
data: { "intent": "reschedule_and_query", "caller": "+91 98450 12345", "confidence": 0.99 }
Distributed Memory Sync: ActiveLoss: 0.00%

Legacy Linear Workflows vs. AnserTech Agent Swarms

Why modern voice front desks require decentralized multi-agent orchestration rather than single-path decision trees.

Legacy Sequential Workflows

Brittle Architecture
  • ✕Single-Failure Bottlenecks: If a node times out or fails, the whole conversation crashes or loops.
  • ✕Rigid Conditional Logic: Cannot handle sudden topic shifts (e.g. caller asking for prices while rescheduling).
  • ✕Audio Handshake Disconnects: Transferring between sub-flows creates clicks, delays, or lost caller context.

AnserTech Autonomous Swarms

Resilient Topology
  • Shared Blackboard Memory: All agents query and update a shared Redis vector state bus simultaneously.
  • Dynamic Delegated Handshakes: Aria passes scheduling to TableBooker while remaining in active voice synthesis.
  • Byzantine Consensus Guardrails: Critical database writes require dual-agent agreement before execution.

DevOps Deployment & Event Bus Specifications

Standardized Docker, Redis Pub/Sub, and WebSocket protocols ready for infrastructure deployment.

version: '3.9'

services:
  swarm-coordinator:
    image: ansertech/swarm-coordinator:latest
    environment:
      - SWARM_TOPOLOGY=hierarchical_mesh
      - REDIS_EVENT_BUS_URL=redis://redis-cluster:6379/0
      - VECTOR_BLACKBOARD_URL=http://qdrant:6333
      - MAX_CONCURRENT_SWARMS=2500
      - ZERO_DROP_HANDSHAKE=true
    ports:
      - "8000:8000"
    deploy:
      replicas: 4
      resources:
        limits:
          cpus: '2.0'
          memory: 4096M

  swarm-specialist-workers:
    image: ansertech/swarm-specialist:latest
    environment:
      - SPECIALIST_ROLES=intake,booking,knowledge_rag,outbound_crm
      - WORKER_CONCURRENCY=32
      - LLM_GATEWAY_POOL=http://llm-gateway:8080
    deploy:
      replicas: 8
      restart_policy:
        condition: on-failure

Deploy Autonomous Voice Swarms in Your Business

Connect your telephone trunks, calibrate your specialist agents, and let OBI orchestrate your entire front desk autonomously.

Get Started with Swarm FleetRead Telephony SDK Specs