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Beyond passive chatbots. Amaris deploys autonomous multi-agent swarms equipped with two-way CRM writes, sub-280ms voice telephony, pgvector memory, and strict SOC2 guardrails.
Omnichannel Ingress
WebSockets · Voice SIP · Webhook
LangGraph Supervisor
Intent Routing & Sub-Agent Orchestration
MCP Action Executor
HubSpot · Stripe · Postgres SQL
SOC2 Guardrail Gate
Deterministic Grounding & Delivery
Inspect the visual multi-agent graph with live animated data packet flows traveling along bezier lines. Click any node to inspect live input/output JSON schemas and execution latencies.
WebSocket · 48kHz Voice Call
Hybrid Reasoning · Claude 3.7
Hybrid Dense + BM25 Retrieval
MCP Protocol · Two-Way Deal Write
MCP Protocol · Executive RSVP Lock
MCP Webhook · #vip-deals Broadcast
PII Scrubbing · Sub-280ms Output
{
"userQuery": "We need an enterprise brand creation platform for 450 seats with custom SOC2 compliance.",
"intent": "ENTERPRISE_DEAL"
}{
"selectedAgent": "Nexus Deal Architect",
"recommendedPlan": "Enterprise Scale Tier ($48,000/yr)",
"actions": [
"hubspot.createDeal",
"gcal.findSlot",
"slack.notifyDesk"
]
}Watch live data packets flow seamlessly across the 5 autonomous execution stages in real time.
Inbound telephone voice stream (WebSockets), website chat event, email webhook, or ERP message.
Dense vector search over company knowledge base, pricing matrices, and customer CRM records.
LangGraph hierarchical supervisor evaluates user intent and orchestrates specialized domain agents.
Autonomous tool execution writes deals to HubSpot, books Google Calendar slots, and runs SQL.
Enforces SOC2 PII masking, verifies semantic boundaries, and streams sub-280ms voice completion.
WebSocket Stream opened from client 192.168.1.42 (Audio Codec: Opus 48kHz)
ingress.handleStream({ format: "voice_ws", sessionId: "sess_8941" })Watch the live automated step-by-step lifecycle of creating, testing, and deploying an autonomous AI agent fleet in real time.
Configure agent identity, deterministic temperature bounds (0.2), Claude 3.7 Sonnet / GPT-4o hybrid reasoning models, and strict 98.5% grounding threshold limits.
Select an operational category to explore autonomous agent capabilities, live MCP tool integrations, and real-time execution outputs.
Autonomous Sales & Enterprise Deal Closer
Engages high-intent website visitors in real-time, qualifies budgets using BANT criteria, handles enterprise security/pricing objections, and books executive demos directly into calendar slots.
Autonomous Pipeline Accelerator
Instantaneously greets visitors from paid ad campaigns, matches UTM parameters to personalized case studies, enriches lead data via Clearbit/Apollo, and routes hot leads to live reps.
Proactive Account Health & Expansion
Monitors user telemetry, identifies usage drop-offs before churn occurs, triggers proactive contextual check-ins, and recommends tier upgrades when customers near quota limits.
"We need an enterprise agency brand platform for 350+ team members. What is the deployment timeline and cost?"
Select a live business scenario or enter your own query to inspect semantic retrieval, deterministic tool execution, and guardrail enforcement.
Intent & Entity Parse
Enterprise Lead Qualification (BANT: 98/100)
Vector RAG Retrieval
Fintech_Compliance_Matrix_2026.pdf & Enterprise_Tier_SLA.docx
MCP Tool Execution
crm.hubspot.createDeal({ value: 48000, stage: "Qualified Demo" })
Guardrail & Security
SOC2 Boundary Check: Passed · Zero PII Leakage · Grounding Score: 0.994
Click "Execute Autonomous Loop" above to trigger live multi-agent execution...
Traditional voice bots have 2 to 4 second delays. Amaris Voice AI streams WebSocket audio at sub-280ms latency for seamless, natural human dialog.
“Hello Mr. Harrison. I reviewed your 500-seat cloud deployment requirements. We can integrate directly with your Okta SSO and have your staging cluster live by Thursday.”
Explore the multi-tiered architecture that powers Amaris AI Agents — combining real-time streaming, vector retrieval, LangGraph swarms, and enterprise security.
Ingests voice streams, chat messages, email threads, REST webhooks, and live document uploads with sub-50ms token parsing.
See why modern enterprise teams are replacing brittle prompt wrappers with Amaris autonomous agent infrastructure.
Adjust your monthly inquiry volumes and team parameters to see the tangible economic impact of deploying Amaris autonomous agents.
Net operational capital saved annually after agent infrastructure costs.
Zero vendor lock-in. Amaris autonomous agent fleets synchronize bi-directionally with your existing enterprise databases, CRMs, and telephony gateways.
Built from the ground up with zero-trust architecture, strict data sovereignty, and audited enterprise privacy controls.
Rigorous third-party audited security controls across data storage, operational processes, and agent infrastructure.
Guaranteed commercial zero-retention agreements. Your proprietary customer prompts and enterprise data are never used to retrain public models.
All agent communications are encrypted in transit using TLS 1.3 and at rest with AES-256 military-grade encryption.
Deploy agent clusters directly inside your dedicated AWS, GCP, or on-premise Kubernetes environments behind custom VPNs.
Assign role-based permissions to agents down to specific database tables, read-only vs write actions, and spending budgets.
Every autonomous decision, vector retrieval query, and tool execution is recorded in tamper-proof immutable audit ledgers.
Everything you need to know about deploying, integrating, and governing Amaris autonomous AI agent fleets.
Schedule an Architecture CallAutomate over 3.8M+ monthly business actions with sub-280ms voice, two-way CRM sync, and zero hallucinations.