Autonomous AI Ads -> Voice -> Revenue St...

Autonomous Closed-Loop Growth Architecture

End-to-end orchestration: Niche Selection → Meta AdSets → Sub-30s Voice AI Callback → Conversion Signal → FinOps Reinvestment.

Live Closed-Loop Active

Stage 1

AI Orchestrator

Claude 3.7 synthesizes ICP pain points, high-ticket offers, and 3x2 creative hooks.

Anthropic Claude 3.7

Stage 2

Meta Ads Manager

Graph API v21.0 deploys 9:16 safe-zone Reels adsets with strict daily spend caps.

Graph API v21.0

Stage 3

Lead Ingestion

Async FastAPI receiver validates consent, normalizes phone, and queues in Redis Stream.

FastAPI + Redis

Stage 4

Outbound Voice AI

OmniDimension agent dials lead within 30s, qualifies intent, and books live calendar slot.

OmniDimension / WebRTC

Stage 5

Revenue & FinOps

Post-call webhooks calculate true CAC/ROAS. Triggers auto-kill stop-loss or +20% scale.

Closed-Loop ROAS

Campaign Parameters & Niche Selector

Configure test market boundaries and algorithmic circuit-breaker thresholds.

Target Sellable Niche & ICP

Daily Test Cap ($)

Target CPL Threshold ($)

Voice AI Engine

Stop-Loss Min ROAS (x)

            9+ DevSecOps Governance Policies
          

Meta Graph API Webhook HMAC-SHA256 Signature Gate E.164 Phone Normalization & AES-256 PII Redaction Gate WebRTC / SRTP Audio Eavesdropping Protection OTel Golden Signals & FinOps Stop-Loss Circuit Breaker

            🛡️ 9+ DevSecOps Principles Baked Into This Studio
          

1. Keyless Sigstore Cosign image verification • 2. Semgrep SAST route checks • 3. CycloneDX SBOM & zero-CVE distroless base image • 4. Non-root user (UID 65532) • 5. Kyverno validation & admission webhooks • 6. Cilium eBPF L7 enforcement • 7. Declarative GitOps synchronization • 8. OpenTelemetry Golden Signals • 9. Automated Stop-loss circuit breaker & auto-rollback on CAC breach.

9:16 Vertical Reel Creative Output

Safe Zone Target

Are your cloud bills doubling because unmonitored LLM agents are caught in recursive loops?

Interactive Voice AI & FinOps Terminal

Test live voice qualification dispatch and observe real-time ROAS recalculation.

OmniDimension Telephony Simulator

[System]: Simulated lead arriving via Meta Instant Form at 20:30:15 IST...

[OmniDimension]: "Hello Alex, this is the AI assistant for Talari Pradeep's Platform Studio. I saw you just requested our 15-minute AI Infrastructure & SRE Audit. Did I catch you at a good time?"

[Alex Rivera]: "Yes, I have a few minutes. We run Kubernetes with vLLM and our token latency has been spiking under heavy load."

[OmniDimension]: "That's exactly what Pradeep specializes in—optimizing PagedAttention KV-caches and SLSA supply chains from 6+ years at Accenture. What is your team's timeline to resolve this?"

[Alex Rivera]: "We want to resolve it this quarter. We have budget approved for an external architectural review."

[OmniDimension]: "Excellent. I have reserved Tuesday at 3:00 PM IST with Talari Pradeep. I've sent the calendar invite to your email."

Qualification 100% (High Intent)

Call Latency 315 ms

Disposition Booked Calendar

Real-Time Unit Economics & ROAS

Total Spend

$300.00

Leads (CPL)

18 ($16.6)

Deals Closed

2 Deals

Net ROAS

4.80x

Production Artifacts & Automated Scaffolding

Complete production-ready scripts for the autonomous closed-loop revenue engine.

Platform Guardrails & Operating Standards

Meta API & Consent Compliance

Automate strictly through authorized Meta Graph API v21.0 interfaces with Page Access Tokens. Never perform UI scraping. Adhere to Telephone Consumer Protection Act (TCPA) and Digital Personal Data Protection (DPDP) by capturing explicit opt-in checkboxes on Meta Instant Forms.

Circuit Breakers & Stop-Loss

Implement hard daily spend caps and automated stop-loss thresholds: if an adset expends 3x the target CPL without delivering a connected qualification call, the orchestrator immediately triggers a Graph API pause mutation.

Sub-350ms Audio Streaming

Leverage WebRTC data channels with Silke/Opus codecs. Combined with Anthropic Claude 3.7 streaming tokens and ElevenLabs Turbo v2.5, achieve sub-350ms end-to-end conversational turn-taking with natural interruption handling.