Orbyfy™ Earthflow 🌍

Introducing Cirra — Autonomous AI Agents

More than a chatbot. Autonomous AI agents that analyze, assess, and deliver actionable intelligence for the complete solar lifecycle.

Think Clawbot, but for solar energy professionals.

Meet the Agents Try Cirra AI

Not Just Another Chatbot

Traditional Chatbots

💬 Answer questions

⏳ Wait for prompts

📝 Generic responses

1️⃣ Single-turn interactions

🔍 Surface-level analysis

Cirra Agents

⚡ Do the work autonomously

🔄 Work continuously 24/7

🎯 Domain-specific expertise

🔗 Multi-step workflows

📊 Deep analytical insights

The Cirra Team

Meet the Cirra Agents

Introducing Cirra (pronounced see-ra) — your autonomous AI workforce. Five specialized agents working in harmony to deliver comprehensive solar site intelligence.

🧠

Query Intelligence

Understanding & Planning

Interprets natural language queries, extracts key entities, and creates multi-step execution plans for complex analyses.

Parse complex queries about sites, metrics, and comparisons
Extract entities (site names, locations, metrics)
Plan multi-step analysis strategies
Iterative refinement for accuracy

What's the bearing capacity and flood risk for sites in Texas with capacity over 50 MW?

📊

Decision Support

Assessment & Recommendations

Conducts comprehensive site assessments across 6 domains, identifies red flags, and generates actionable recommendations.

6-domain assessment (geotechnical, topography, erosion, hazards, vegetation, infrastructure)
Executive summary generation
Red flag identification
Foundation and design recommendations

What foundation type do you recommend for Solar Star based on soil conditions?

🔮

Predictive Analytics

Forecasting & Trends

Forecasts performance trends, predicts ROI scenarios, and projects risk evolution over configurable time horizons.

Performance trend predictions
Market evolution forecasting
Development timeline projections
ROI scenario analysis

Show me the 5-year viability trend for our California portfolio.

💰

Financial Intelligence

Investment & Optimization

Analyzes investment opportunities, calculates risk-adjusted returns, and provides portfolio optimization recommendations.

Portfolio financial calculations
Investment opportunity ranking
Risk-adjusted return analysis
Cash flow projections

What's the IRR for low-risk sites under $2M/MW development cost?

🔄

Orchestration

Coordination & Optimization

Coordinates all agents, routes queries through optimal cost paths, and ensures quality responses with real-time data integration.

Intelligent query routing
Cost-optimized response generation (2,500x efficiency)
Real-time data integration
Quality assurance and validation

Works behind the scenes on every query to coordinate the other agents.

Process

How Agents Work Together

A seamless orchestration of specialized agents delivering comprehensive insights.

You Ask a Question

Use natural language to ask anything about your solar portfolio - site conditions, risk assessments, financial projections, or comparisons.

💬 Natural Language Input

Query Agent Parses & Plans

The Query Intelligence agent understands your intent, extracts key entities, and creates an execution plan - deciding which agents and data sources are needed.

🧠 Query Intelligence Agent

Orchestration Routes & Optimizes

The Orchestration agent routes the query through the optimal path - checking caches, vector databases, and specialist agents to minimize cost while maximizing quality.

🔄 Orchestration Agent

Specialist Agents Analyze

Relevant specialist agents work in parallel - Decision Support assesses conditions, Predictive analyzes trends, Financial calculates returns - all accessing real portfolio data.

📊 Decision | 🔮 Predictive | 💰 Financial

Results Synthesized & Delivered

Insights from all agents are combined into a comprehensive response with confidence scores, follow-up suggestions, and actionable recommendations.

✅ Complete Response

Benefits

Agent Advantages

Why autonomous agents outperform traditional approaches.

🤖

Autonomous Analysis

Agents work 24/7 without human intervention, continuously analyzing and monitoring your portfolio.

🎓

Domain Expertise

Built-in knowledge of solar development best practices, engineering standards, and industry benchmarks.

📊

Data Integration

Access to 784+ fields across 17 data domains for every site in your portfolio.

💰

Cost Efficiency

2,500x cheaper than traditional LLM approaches through intelligent routing and caching.

🎯

Accuracy

Confidence scoring and iterative refinement ensure high-quality, validated responses.

⚡

Speed

Analysis in seconds, not days. Get instant insights on complex multi-site queries.

Applications

What Agents Enable

Real workflows powered by autonomous AI agents.

📍 Site Selection

Rapidly screen 500+ sites with viability scoring, risk assessment, and comparative analysis to identify the best development opportunities.

🔍 Due Diligence

Comprehensive risk assessment across 12 domains including geotechnical, environmental, regulatory, and financial factors.

💵 Financial Planning

ROI analysis, cash flow projections, scenario modeling, and investment optimization based on real portfolio data.

🏗️ Engineering

Foundation recommendations, design constraints, hazard mitigation strategies, and construction phase planning.

📈 Portfolio Management

Cross-site comparisons, portfolio optimization, performance benchmarking, and trend analysis across your entire portfolio.

Under The Hood

22 Agent Tools

Every tool Cirra uses to analyze, detect, forecast, and report — autonomously.

Site Intelligence

🔍 Assess Site

6-domain assessment with red flags & recommendations

✅ Data Completeness

Check data coverage across 13 analysis modules

📂 Site Data

Raw Firestore data across 15 categories

📍 Resolve Site

Fuzzy name matching & site lookup

🌐 Geocode

Convert any location to coordinates

🔥 Fire Risk

Wildfire & peat fire analysis with KBDI scoring

Analysis & Detection

🛰️ Physics Analysis

13 parallel modules generating 800+ fields

🗺️ Grid Analysis

Cell-by-cell suitability & risk mapping

📡 Solar Detection

Multi-source satellite panel detection

🌿 Vegetation Analysis

NDVI/EVI indices, risk & clearing costs

🌱 Vegetation Classification

Gemini-powered species & invasive ID

📋 Vegetation Compliance

Permit tracking, zones & seeding plans

🏗️ Construction Monitoring

Sentinel-2 change detection between dates

Financial & Predictive

🔮 Predictive Insights

NPV, IRR, LCOE, cash flow & portfolio optimization

📐 EPC Bid Evaluation

14-category bid matrix with Go/No-Go scoring

💵 Development Cost

8-category itemized EPC cost model

Weather & Environment

⛅ Weather

3-source cross-referenced 7-day forecast

🌧️ Construction Forecast

Activity-specific safety scoring

Reporting & Portfolio

📊 Generate Report

6 professional report types

📄 PDF Report

Branded downloadable PDF with cover

🔎 Search Portfolio

Filter & sort 1,200+ sites

⚖️ Compare Sites

Side-by-side 2-5 site comparison

Live Now

Cirra Is Everywhere

Browser. Email. Mobile. Cirra meets you where you work.

Mobile

Mobile

Web

Earthflow platform

LIVE

Slack

Direct & channel messaging

LIVE

Microsoft Teams

Enterprise collaboration

LIVE

📧

cirra@cirra

LIVE

Signal

Secure mobile messaging

LIVE

COMING NEXT

🔌

Developer APIs

RESTful endpoints for integration

SOON

🔗

More Channels

WhatsApp, Discord & more

SOON

One AI team. Every channel. Zero friction.

Get Started

Experience AI Agents in Action

Try Cirra AI and see how autonomous agents can transform your solar development workflow.

Try Cirra AI Explore Features