title: Voice-Browser Fusion Architecture

content: Establish persistent Node.js WebSocket/WebRTC tunnel bridging Telnyx SIP directly to Gemini Multimodal Live API, bypassing legacy Telnyx AI Assistant orchestration. ADK container manages two synchronized streams: WebRTC audio and headless Chromium viewport framebuffer streamed at 1-2 fps. Target total latency <500ms to achieve human conversational parity.


title: ADK as Unified Agent Framework

content: Replace Claude Opus 4.6 orchestrator with Gemini 3.0 Flash via ADK as the 'one SDK to rule them all'. Implement Hierarchical Specialist Topology: Root Orchestrator (LlmAgent) manages specialized SequentialAgent and ParallelAgent sub-agents. Tri-Layer fallback: ADK Native Auto-Browse > Playwright MCP > ADK Native Sandbox.


title: Memory Vision Compound Architecture

content: Use multimodal embeddings (ColPali or Gemini Multimodal Embedding) in Qdrant for visual concepts. ADK renders full-page screenshots and injects top 50 axioms + 5 reference screenshots directly into Gemini context via MCP. Load static frameworks into Gemini Context Caching for millisecond inference.


title: Fleet-Wide Vision Healing Architecture

content: Tri-Layer Inversion: Vision (Primary) > Semantic (Fallback) > Fleet Immunity (Propagation). Anomaly Detection Layer triggers Gemini Vision resolution when confidence <0.8. Successful visual fixes broadcast via Redis Pub/Sub with 7-day TTL. Agents check Redis override cache before execution.


title: Talking Widget 3-tier pricing

content: The Talking Widget uses 3 tiers: Starter at $197/mo, Professional at $397/mo, and Enterprise at $597/mo. Subscribers receive uncapped minute plans enabled by 80%+ compute cost reduction.


title: Sunaiva Radar visual auditing

content: Sunaiva Radar generates 0-100 scores by processing high-resolution screenshot arrays of prospect sites. It evaluates visual hierarchy, whitespace, color psychology, and cognitive load. Flash cross-references against Bloodstream axioms to generate specific visual recommendations with revenue lift projections.


title: Discovery Audit pricing

content: Discovery Audit offered at two price points: $500 for standard analysis and $1,497 for comprehensive analysis. Both now generated for $0.05-$0.15 in compute using visual processing vs HTML DOM parsing.


title: Zero-Touch Sales Pipeline

content: The Hyper-Personalized 'God-Mode' Discovery Close is a 300-second seamless interactive experience: Instant Visual Radar (4 seconds) > Live Simli Avatar Handoff with personalized script > Sub-second response to interruptions via Bloodstream > Dynamic Auto-Close with Stripe integration and custom React proposal page.


title: Voice-Browser Fusion Timeline

content: 4-6 week MVP implementation with 3 phases: Phase 1 (Weeks 1-2) establishes Telnyx WebRTC-to-Gemini Multimodal Live API bidirectional stream with VAD tuning; Phase 2 (Weeks 3-4) attaches visual Auto-Browse VFB stream; Phase 3 (Weeks 5-6) deep prompt engineering for synchronous voice-action pacing.


title: Memory Vision Compound Timeline

content: 4-5 week implementation: Weeks 1-2 upgrade Qdrant cluster for dense multimodal vectors and retroactively generate visual embeddings for 2,236 knowledge items; Weeks 3-4 rewrite MCP protocol for mixed text/image payloads; Week 5 implement Context Caching and zero-shot visual auditing prompt engineering.


title: ADK Migration Timeline

content: 8-10 week architectural refactor: Weeks 1-3 audit current Playwright MCP tools and map to ADK equivalents; Weeks 4-6 rewrite browser layer using ADK primitives and connect to existing Memory MCP servers; Weeks 7-10 staged shadow-mode deployment parallel to legacy pipeline before production cutover.


title: Fleet Intelligence Timeline

content: 6-8 week implementation: Weeks 1-3 implement ADK Vision-to-Action mapping as primary interaction; Weeks 4-5 develop anomaly detection and confidence thresholds; Weeks 6-8 build Redis Pub/Sub propagation and test on mutating mock-website.


title: Zero-Touch Pipeline Timeline

content: 8-10 week build: Weeks 1-3 build video call meeting room with Simli JS SDK and secure WebRTC routing; Weeks 4-6 integrate Gemini 3.0 Flash Multimodal as avatar brain with parallel ADK swarm; Weeks 7-10 implement Native Function Calling for Stripe Auto-Close and dynamic WebSocket UI delivery.


title: Conversational Fluidity over Visual State

content: Competitors using text-based agentic workflows (LangChain, CrewAI) cannot achieve sub-second conversational browsing due to serial audio>text>JSON>code>audio translation. Fused native weights achieve human-level concurrent processing illusion that competitors cannot replicate without rebuilding stacks from scratch.


title: Proprietary Contextual Density

content: Only Genesis can say 'This website violates exact visual layout axioms that generated $4.2M in documented revenue for three B2B clients.' The foundational model is commoditized; proprietary fuel is 2,236 knowledge items and persistent memory. Creates un-counterfeitable compounding data moat.


title: Pipeline IS Product Demo

content: Zero-latency, visually-aware, memory-endowed AI avatar that analyzes websites, builds custom pitch decks, handles live objections, processes payments—all in under 5 minutes without human touchpoint—creates psychological conversion singularity. Technology is self-evident; selling the future.


title: Architectural Elegance and Extensibility

content: Standardizing on Google ADK paired with Gemini 3.0 achieves deterministic reliability preventing dependency-hell failures plaguing competitors duct-taping LangChain repos. Deploy new Agent-as-a-Service subscriptions in hours vs days.


title: Visual Heuristic Fleet Immunity

content: Once one agent visually discovers a UI fix, propagation via ADK A2A protocol and Redis Pub/Sub immunizes entire 500-agent fleet without human code. Competitors must manually update each agent.


title: Voice-Browser Cost Reduction

content: Old cost structure: $0.15-$0.25 per minute of complex interactive browsing (multiple vendor API tolls). New cost structure: ~$0.02-$0.05 per minute using Flash multimodal streaming with eliminated orchestrator tokens and third-party STT/TTS fees.


title: Talking Widget Margin Expansion

content: Margin expands by upwards of 400% with 80%+ compute COGS reduction. Allows offering uncapped minute plans that competitors cannot economically match.


title: Memory Vision Cost Reduction

content: HTML DOM processing: 50,000-100,000 text tokens per complex page. Visual screenshot processing: 1,500-3,000 visual tokens. Token consumption reduced by 85-95%. Discovery Audit compute cost: $0.05-$0.15 achieving 99.99% gross margin.


title: Zero-Touch Sales Call Economics

content: Simli Trinity-1 (<$0.01/min) + Gemini Flash compute = $0.03-$0.05 per minute. 15-minute live interactive sales call costs under $0.80 total. Infinite horizontal sales scale replaces human SDRs/AEs.


title: ADK Infrastructure Cost Reduction

content: Replacing Claude Opus 4.6 orchestrator ($15/MTok) with Gemini 3.0 Flash via ADK reduces core orchestration compute costs by estimated 95%. Maintenance overhead reduced 60-75%.


title: Fleet Uptime Economics

content: Visual Heuristic Healing virtually guarantees 99.5% uptime target. Eliminates $497/mo agent downtime support tickets requiring expensive human engineers. Marginal QA cost effectively $0.


title: Conversion Singularity

content: When prospect experiences zero-latency, visually-aware, memory-endowed AI avatar that analyzes their website, builds custom pitch, handles objections, processes payment—all in 5 minutes without human touchpoint—they convert through psychological singularity of experiencing the future.


title: Pipeline IS Product Demo

content: The entire zero-touch pipeline serves as its own product demonstration. Prospect sees AI analyzing THEIR actual website in real-time, making it impossible to dismiss as generic software.


title: Telnyx to Gemini Multimodal Live API

content: Persistent Node.js WebSocket/WebRTC tunnel bridges Telnyx SIP infrastructure directly to Gemini Multimodal Live API, bypassing legacy Telnyx AI Assistant orchestration layer entirely.


title: ADK to Bloodstream MCP

content: ADK natively supports standard tool registries. Map existing Bloodstream MCP endpoints (PostgreSQL, Redis, Qdrant) directly into ADK as native tools. Gemini gains access to deep memory without complex prompt injection engineering.


title: Simli Avatar to Gemini Multimodal

content: Simli Trinity-1 JS SDK handles frontend WebRTC video. User audio routed directly to Gemini Multimodal API. Gemini streams text/phoneme data back to Simli lip-sync engine via WebSockets.


title: ADK Parallel Execution Swarm

content: Upon URL input, ADK swarm runs concurrently: Sub-agent 1 (Vision screenshot), Sub-agent 2 (Google Search Grounding for LinkedIn news), Sub-agent 3 (Bloodstream retrieval). All data dumped into main orchestrator context.


title: Stripe Auto-Close Integration

content: Gemini uses ADK Native Function Calling to trigger Stripe API. Generates custom React/HTML proposal page pushed directly into video call UI. Guides prospect through customized checkout link verbally.


title: Latency Budget Mapping

content: Target <500ms total: Network transit 35ms + Gemini Audio Ingest 80ms + Visual Frame Processing 0ms (concurrent) + Native Inference 150-200ms + ADK action 50ms + Network outbound 35ms = ~350-400ms total (within 700ms human tolerance).


title: Visual Radar Implementation

content: ADK spins up headless browser, renders CSS/JS fully, captures full-page desktop and mobile screenshots. Top 50 axioms + 5 reference screenshots injected via MCP into prompt. Use strict JSON output schema to prevent hallucinations.


title: Fleet Vision Healing Flow

content: Agent fails > Falls back to Lux Vision Recovery Mode > Captures screenshot > Gemini Vision generates overlaid coordinate grid > Determines semantic concept location > Executes native coordinate click > Writes new Session Axiom to Redis Hot Cache > Broadcasts via A2A protocol to immunize fleet.


title: Parallel ADK Swarm Pattern

content: Root Orchestrator (LlmAgent powered by Gemini 3.0 Flash) manages specialized agents: SequentialAgent for rigid pipelines, ParallelAgent for mass multi-URL scraping. All data flows through unified session state mapped to prospect UUID.


title: Context Caching Strategy

content: Load static content (291 Deep Think frameworks, 1,929 axioms) into Gemini Context Caching. Because this content is relatively static, inference happens in milliseconds with minimal token regeneration.


title: Tri-Layer Fallback Strategy

content: Primary Tool: ADK Native Auto-Browse (Vision/Coordinate based). Fallback 1: Playwright MCP (Hardened backend for rigid DOM). Fallback 2: ADK Native Sandbox (Custom Python code generation).


title: Multi-Model Intelligent Routing Architecture

content: Deploy an intelligent router (LiteLLM or custom ADK middleware) at the edge of the AIVA queen agent that profiles task intent and dispatches to optimal model. Use Gemini 3.0 Flash for real-time voice/browser/vision (90% of loops), Claude Opus 4.6 for deep reasoning, and MiniMax for brute-force text extraction.


title: LLM Cost Comparison Matrix

content: Claude Opus 4.6: $15.00/MTok. Gemini 3.0 Flash: ~$0.05/MTok. Kimi K2.5: $1.07/MTok. MiniMax: $0.55/MTok. Gemini Flash achieves sub-300ms TTFT with native audio I/O vs Claude/Kimi being physically unusable for real-time voice.


title: Blended Token Cost Reduction

content: By routing 90% of continuous loops to Gemini Flash and offloading text extraction to MiniMax, blended token cost reduced by 85-92% to ~$0.70/MTok. A $497/mo subscription that consumed $80/mo in API calls now costs ~$8/mo to operate.


title: Vertex AI Enterprise Graduation

content: Phase 3 strategy (6-12 months): Migrate from Google AI Studio (consumer) to Vertex AI for enterprise. Use VPC Service Controls, Zero-Data Retention SLA, Data Residency for GDPR, Immutable Audit Logs, and Provisioned Throughput guarantees. Swap endpoints from generativelanguage.googleapis.com to us-central1-aiplatform.googleapis.com.


title: Enterprise Tier Pricing Transformation

content: Wrap identical product in Vertex AI VPC with 'Your data never leaves your VPC' positioning. Transform $497/mo subscription into $4,997/mo to $15,000/mo Enterprise Autonomous Deployment.


title: Financial Invulnerability via Multi-Model Arbitrage

content: Competitors using GPT-4o or Claude for all agents have linear cost scaling with usage, preventing high-margin uncapped subscriptions. Gemini Flash anchoring achieves COGS approaching zero, enabling 90%+ gross margins and pricing competitors out of market.


title: The Procurement Shield

content: Bootstrapped AI startups cannot sign BAAs or pass enterprise InfoSec audits. Vertex AI architecture inherits Google Cloud security posture, turning InfoSec from roadblock to competitive moat, locking out lower-tier competitors from $10K-$50K/mo MRR contracts.


title: Anti-Fragile Network Effect

content: Genesis gains reliability over time like a biological organism. Larger client base → more edge cases → more visual solutions cached globally → unbreakable service. Competitors start with zero axioms; Genesis fleet has thousands.


title: Enterprise Graduation Timeline

content: Phase 3 strategy with specific triggers and phases for Vertex AI migration.

steps: Phase 1-2: Maximize consumer APIs, build war chest with 5-10 mid-market B2B case studies

steps: Trigger: Prospect requests SOC2 report or MSA with data sovereignty

steps: Compliance: 3-6 months for official SOC2 Type I audit


title: WebRTC-to-Multimodal Pipeline

content: Establish WebRTC-to-Gemini multimodal pipeline to annihilate conversational latency. Enables real-time voice interaction with sub-400ms latency.


title: Bloodstream Multimodal Vectorization

content: Vectorize the Bloodstream (1,929 Deep Think axioms) for multimodal queries to unlock generative visual benchmarking.


title: ADK Master Control Program

content: Deploy ADK Master Control Program to unify legacy patchwork and provide model with native secure playground.


title: Intelligent Routing Gateway

content: Implement lightweight routing gateway with hardcoded fallback and routing logic based on task_type and metadata tags. Timeline: 1-3 weeks. Standard API configuration adjustment.


title: Enterprise Sovereign Deployment

content: Genesis Sovereign Enterprise: Your data never leaves your VPC. Includes VPC Service Controls, Zero-Data Retention SLA, Data Residency, Immutable Audit Logs, Provisioned Throughput.


title: Vertex AI Grounding to BigQuery

content: Leverage Vertex AI Grounding to connect Genesis securely to internal enterprise BigQuery data warehouses via Private Service Connect without traversing public internet.


title: ADK Native Bidi-Streaming for Real-Time Coaching

content: B2B client integrates Genesis into SaaS platform. ADK's native bidi-streaming watches end-user screen via secure WebRTC screen-share, cross-references visual frustration against axioms, interjects via Telnyx Voice, and autonomously writes CSS fixes via Native Code Execution.


title: ParallelAgent Swarm for Competitive Intelligence

content: During Simli Avatar video call, Gemini Flash triggers invisible ADK ParallelAgent swarm in background. Within 3 seconds, visually navigates competitor website, bypasses pop-ups using Agentic Vision, screenshots dashboard, grounds with Google Search, cross-references against Bloodstream axioms for omniscient response.


title: Omniscient Shadow Auditor - Real-Time UI Coaching

content: Browser agent watches customer use their software via WebRTC screen-share, recognizes cursor hesitations/rage-clicks, cross-references visual micro-frustration against 1,929 axioms, verbally interjects with solutions, and autonomously writes CSS snippets to fix UI bottlenecks.


title: Real-Time Visual Competitive Warfare

content: During live video sales call, Gemini Flash listens to WebRTC audio, triggers ParallelAgent swarm to visually navigate competitor website, bypass anti-bot with Agentic Vision, screenshots new features, grounds with Google Search reviews, and provides side-by-side comparison before prospect finishes sentence.


title: Omniscient Session Continuity

content: Load entire client historical interaction (34+ sessions) into active memory via Gemini Flash context caching. Cross-references Monday visual scan, Wednesday chat, Friday video call. Proactively references past conversations, implements suggested changes, and dynamically redesigns UI pushing code to staging.


title: Self-Coding Arsenal - God-Mode Sandbox

content: ADK browser agent encounters novel anti-bot CAPTCHA. Gemini Flash uses Agentic Vision to recognize logic puzzle, opens ADK Native Code Sandbox, writes custom OpenCV Python script to solve specific puzzle, executes and passes CAPTCHA, saves custom script back to Bloodstream as permanent ADK Tool. System autonomously expands codebase.


title: Immediate Technical Mandate

content: Three immediate priorities to shatter text bottleneck and execute unification.

steps: 1. Deploy ADK Master Control Program to unify legacy patchwork

steps: 2. Establish WebRTC-to-Multimodal pipeline to annihilate conversational latency

steps: 3. Vectorize Bloodstream for multimodal queries to unlock generative visual benchmarking