Agent DNA Command Center

PV Monitor

Watch every solar panel in real-time. Catch faults before customers notice. Zero missed anomalies.

Battery Monitor

Track state-of-charge, health degradation, and charge cycles across all battery installations.

Weather & Irradiance

Gather real-time and forecast weather + solar irradiance data to power production predictions.

Grid & Tariff Monitor

Monitor MEA/PEA grid status and real-time tariff rates. Feed battery optimizer with pricing signals.

Site Survey

Ingest installation site survey data, extract rooftop geometry, shading analysis, and feasibility score.

Customer Usage Monitor

Collect and normalize customer electricity bills and smart meter data for analysis baseline.

Maintenance History

Aggregate all maintenance logs, service tickets, and part replacement records per installation.

Contractor Performance

Track contractor ratings, SLA compliance, job completion rate, and customer satisfaction scores.

Facebook Group Scanner

Scan Thai Facebook solar groups for buying intent signals, questions, and competitor mentions.

Facebook Comment Scanner

Extract and score leads from Facebook ad comment sections. Auto-reply with Kai chatbot handoff.

TikTok Scanner

Monitor TikTok for viral solar content, trending hashtags, and influencer opportunities.

Instagram Scanner

Track Instagram solar hashtags, reels performance, and story engagement for content strategy.

YouTube Scanner

Mine YouTube solar channels for subscriber trends, comment leads, and competitor video strategy.

Property Scanner

Scan property listings (DDproperty, Hipflat, Facebook marketplace) for rooftop solar opportunity.

Google Maps Monitor

Scan Google Maps for commercial businesses with high solar potential: factories, warehouses, malls.

Multi-Bot Coordinator

Orchestrate all L1 scanner bots, deduplicate leads, and route unique signals to L2 analysis.

Degradation Analysis

Model panel degradation curves, predict remaining useful life, and flag panels needing replacement.

Financial Analysis

Calculate ROI, IRR, payback period, NPV for every solar prospect. Make the numbers irresistible.

Tax Optimization

Maximize Thai BOI incentives, depreciation benefits, and renewable energy tax deductions per customer.

Production Forecast

Generate 25-year production forecasts corrected for weather, degradation, and Thailand seasonal patterns.

Battery Optimizer

Optimize battery charge/discharge schedules to maximize TOU tariff arbitrage and self-consumption.

Low Production Detection

Statistically detect underperforming panels using weather-corrected Performance Ratio analysis.

Cash Flow Health

Score customer payment health, predict churn risk, and surface upsell readiness signals.

Lead Qualification

Score every lead 1-100 using BANT framework with intent signals, property data, and usage context.

Competitor Intel

Monitor competitor pricing, product launches, and market positioning to keep SIRINX ahead.

Proposal Generator

Generate complete, beautiful solar proposals in Thai with ROI tables, production charts, and payment plans.

Service Recommender

Match each customer profile to the optimal SIRINX service package using AI recommendation engine.

Job Posting

Auto-create and post installation jobs to contractor marketplace when new sale confirmed.

Bid Evaluator

Score contractor bids on price, quality, availability, and proximity. Select optimal match.

Promotion Engine

Generate dynamic promotions and discounts tuned to lead score, competitor pricing, and inventory.

Notification Agent

Deliver timely, personalized notifications via LINE OA, SMS, email, and push across all touchpoints.

Verification Agent

Quality-check all L3 outputs before delivery. Catch errors, inconsistencies, and low confidence.

Content Request

Generate social media content briefs and copy for Facebook, TikTok, Instagram campaigns.

Email Marketing

Create personalized email campaigns with Thai copywriting tuned to customer lifecycle stage.

Security Agent

Protect the 47 Ronin system: API rate limiting, auth validation, anomaly detection, threat response.

Master Orchestrator

★ Coordinate end-to-end pipelines across all 47 Ronin. The brain that connects every agent.

Customer Portal

Sync all customer-facing data: proposals, invoices, monitoring dashboards, and support tickets.

Core Dashboard

Aggregate KPIs from all agents into the admin war room dashboard with real-time refresh.

Contractor Portal

Manage contractor job dispatch, acceptance workflow, progress tracking, and payment pipeline.

Growth & Acquisition

Drive referral programs, upsell expansions, and territory growth through intelligent triggers.

Decision Router

Route incoming events and decisions to the correct L3 agent pipeline based on context and priority.

State Manager

Maintain distributed pipeline state in Supabase. Ensure consistency across concurrent agent runs.

Learning & Optimization

Continuously learn from sales outcomes and operational signals to improve all agent models.

AI Trend Scanner

Scan GitHub, HuggingFace, arXiv weekly for AI/ML advances relevant to solar energy and SIRINX stack.

Code Evolution

Analyze codebase dependencies, security vulnerabilities, and generate upgrade roadmap proposals.

Benchmark Research

Run Lighthouse, API latency, DB performance, and competitor benchmarks. Grade the system A-F.

Integration Discovery

Discover and score new MCP servers, APIs, and third-party integrations that expand SIRINX capabilities.

Customer AI Chatbot

Qualify leads, answer solar questions, and deliver proposals via 5-step Chain-of-Thought in Thai.