⚡ Intelligence System v5.0 -- LIVE

Nexus AI Command Center

Every data source, every processing engine, every application -- connected and flowing.
⚖️ The Nervous System of Bright Side Plumbing
4,425
🧠 RAG Chunks
7
📡 Data Sources
3
⚙️ Processing Engines
10
🚀 Applications
8
⏲️ Autonomous Timers
5
🔬 Evolution Phases
⬇️
🚰 Layer 1 -- The Water Supply
🚰

Data Sources

Think of data like water flowing through pipes. These 7 systems are the supply lines. No water in = the brain runs dry. Every pipe feeds intelligence into the system.

🛠️
ServiceTitan
Jobs, customers, estimates, calls, invoices, technicians
📊 31,000+ records
💸
Google Ads
Campaigns, clicks, conversions, spend, GCLID tracking
🎯 7 campaigns
📞
3CX / Daniel AI
Call transcripts, AI bookings, voicemail, intent detection
🤖 Vapi-powered
⭐
Google Reviews
Customer sentiment, aspect analysis, star ratings, themes
💬 353 reviews
📋
Monday.com
Stephanie's tasks, experiment tracking, action items
✅ 228+ experiments
🔎
SEMRush
Keyword rankings, competitor analysis, search volume, clusters
🎯 42,003 keywords
📝
Field Notes
Tech observations from jobs, customer pain points, upsell signals
🛠️ 130 notes
🔧 Water flows through the main line into the treatment plant
⬇️
🏭 Layer 2 -- The Treatment Plant
🧠

The Brain

Like a water treatment plant filters and purifies water, the brain takes raw data and turns it into clean, verified intelligence. 15,397 knowledge chunks. CRAG filters the bad data OUT. Self-RAG checks the output quality BEFORE it reaches you.

🧠
Zeus RAG Intelligence Core
pgvector + Claude API + Institutional Memory
📚 2,632 Playbook chunks
📝 130 Field notes
🧠 118 Brain chunks
🔎 10 SEO chunks
📈 1,535 Extras
💥
Error Patterns
8 patterns 3x boost
🛡️
Prevention Rules
7 rules 3x boost
⚠️
API Gotchas
6 gotchas 3x boost
🔒
Data Integrity
4 rules 3x boost
🗺
Architecture Maps
3 maps 3x boost
🎯
Graph Brain
54 nodes / 60 edges
📥 CRAG Filter (INPUT) -- Evaluates before storing
📤 Self-RAG (OUTPUT) -- Validates before answering
🔧 Clean water gets pressure-tested before reaching the faucets
⬇️
🛠 Layer 3 -- The Pressure Test
⚙️

Processing Engines

Just like a plumber pressure-tests new pipe before turning the water on, these 3 engines test every piece of data before it reaches you. Bad data gets blocked. Good data gets certified. No leaks.

🔍
CRAG Engine
LIVE
📄 Raw Data ➡️ 🔎 Evaluate ➡️ ✅ CORRECT ❓ AMBIGUOUS ❌ INCORRECT
Corrective Retrieval Augmented Generation. Every incoming query gets evaluated for relevance. CORRECT data passes through. AMBIGUOUS data gets web-searched for supplementation. INCORRECT data gets blocked and flagged. Only verified knowledge reaches the brain.
🧮
Math Engine
LIVE
💲 Numbers ➡️ 🔢 10 Models ➡️ ✅ CERTIFIED 🚫 BLOCKED
Every financial claim goes through 5-layer validation with dimensional analysis, bounds checking, and anomaly detection. No number reaches Robert or Stephanie without certification.
💲 CPL 📈 ROAS 📊 Booking Rate 🎫 Avg Ticket 💰 Margin 💸 Revenue/Tech 💳 LTV 💵 Close Rate 💹 Weekly Rev 💴 Annualized
🔄
Feedback Loop
LIVE
📊 Outcomes ➡️ 🧠 Learn ➡️ 💪 Reinforce 🛡️ Antibodies
Outcomes from applications flow BACK to the brain. Good chunks get reinforced (higher retrieval weight). Bad patterns create antibodies -- preventive chunks that block future mistakes. Pattern learner identifies recurring waste. Repair agent fixes code via Claude API.
🚿 Clean, certified water reaches every faucet in the house
⬇️
⬇️Customer
⬇️Financial
⬇️Growth
🚿 Layer 4 -- The Faucets
🚀

The 10 Applications

Every faucet in the house gets clean water on demand. Stephanie turns on revenue data. Ashton turns on job intel. Daniel turns on booking. Kalen turns on tech coaching. Each faucet draws from the same verified brain.

👤 Customer-Facing
🤖 Daniel AI LIVE
Vapi-powered phone agent. Books appointments, answers FAQs, detects intent. 6 tools connected. Phone: (913) 963-9817.
📥 Feeds from: call transcripts, service catalog, scheduling
👤 Customer Lookup LIVE
Instant customer history -- past jobs, spend, preferences, communication log. Powers Ashton's dispatch decisions.
📥 Feeds from: ST customers, jobs, invoices, calls
🛠️ Job Intelligence LIVE
Real-time job context for technicians. Service history, equipment age, upsell opportunities, neighborhood patterns.
📥 Feeds from: ST jobs, field notes, estimates, reviews
💰 Financial Intelligence
📊 Revenue Proof LIVE
5-layer trust chain validation. Every revenue number gets dimensional analysis, bounds checking, anomaly detection before presentation.
📥 Feeds from: ST invoices, QB P&L, Google Ads spend
💲 Attribution Reconciliation LIVE
Traces every dollar from ad click to paid invoice. 4 causal chains: Google Ads, LSA, SEO, Daniel AI. Integrity scoring per chain.
📥 Feeds from: GCLID, campaigns, ST jobs, invoices
🎯 Lead Scoring DEPLOYED
Multi-signal scoring: source quality, service type, zip code value, time-of-day, historical close rate. Prioritizes high-ticket leads.
📥 Feeds from: lead sources, zip analysis, ST history
📈 Growth Engine
🔎 Keyword Intelligence LIVE
42,003 keywords in 4 clusters. Persona mapping, intent grouping, content gap analysis. Drives blog pipeline and ad copy.
📥 Feeds from: SEMRush, search console, competitor data
⚔️ Competitive Intel DEPLOYED
Competitor tracking, pricing analysis, review monitoring, market share estimation. Detects shady practices for Google reporting.
📥 Feeds from: SEMRush, Google reviews, web scraping
📋 Monday.com Sync LIVE
Bi-directional sync with Stephanie's task boards. Experiments, action items, and KPIs flow between Nexus and Monday.
📥 Feeds from: experiment engine, action items
🚨 Alert System LIVE
Slack WINS ONLY. Lead notifications, conversion alerts, revenue milestones. Anomaly detector runs hourly for silent self-healing.
📥 Feeds from: all systems via anomaly detector
🔄 Dashed lines = feedback loops. Applications send outcomes BACK to the brain, making it smarter over time.
🔄 The system inspects its own pipes and fixes leaks automatically
⬇️
🔧 Self-Inspection -- The System Checks Its Own Pipes
🔬

The 5 Evolution Phases

Each phase built on the last -- a compounding intelligence system

Phase 1
🔍
CRAG
Corrective retrieval -- only verified data enters
LIVE
Phase 2
🧠
Self-RAG
Output validation -- answers check themselves
LIVE
Phase 3
🔄
Feedback Loop
Outcomes reinforce good chunks, create antibodies
LIVE
Phase 4
🚀
Auto-Expand
Brain grows autonomously from new data sources
DEPLOYED
Phase 5
🧮
Math Weaponize
10 certified models -- every number gets a receipt
LIVE
⏰ The maintenance schedule -- the system maintains itself
⬇️
Autonomy Layer -- Always Running
⏲️

The 8 Autonomous Timers

From hourly health checks to weekly intelligence reports -- the system never sleeps

💥
Anomaly Detector
6 health checks: sync freshness, daily jobs, zero invoice rate, API health, RAG integrity, graph integrity
⏰ Hourly
🛡️
Self-Healer
Detects broken timers, stale data, failed syncs. Auto-repairs without alerting Robert.
⏰ 30 min
🔄
Feedback Loop
Measures outcomes 7 days after actions. Reinforces good patterns, creates antibodies for bad.
📅 Daily
🎨
Creative Pipeline
Drive sync + 7-phase processor + review gallery. Audrey's assets processed automatically.
📅 3x Daily
📊
Facebook Reporter
Pulls FB ad performance, page insights, engagement metrics. Posts to Slack on wins.
📅 Daily 11:30
🔖
ST Sync Daemon
Pulls latest jobs, customers, invoices, estimates from ServiceTitan into local database.
⏰ 15 min
🤖
Daniel AI Monitor
Watches Vapi call quality, booking success rate, missed intents. Alerts on degradation.
⏰ 2 hours
📈
Experiment Engine
228+ experiments tracked. Auto-measures outcomes, updates statuses, flags stale experiments.
📅 Daily