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Early Production 2024 — Present

Green

An AI-powered field intelligence platform that gives every person on a construction crew instant, voice-accessible answers backed by 12,000+ pages of building codes, industry standards, and the company's own hard-earned project knowledge.

Deployed with a live commercial HVAC crew in the Pacific Northwest. Built by someone who works on the jobsite.

AI PlatformConstructionVoice-FirstBuilding CodesTelegramPythonClaude API
green / field-query
> "What's the max duct velocity for a hospital OR?"
Searching: SMACNA HVAC Duct Construction Standards, ASHRAE 170...
ANSWER: Per ASHRAE 170-2021 Table 7-1, operating rooms require max 500 FPM supply duct velocity. SMACNA recommends 4" w.g. static pressure class minimum for hospital applications.
Source: ASHRAE 170-2021 §7.1 · SMACNA HVAC Duct Construction Standards 4th Ed §3.2
12K+
Code Pages
15+
Code Systems
12+
AI Agents
30+
Daily Tasks
$31.3B
Rework Cost
0
Competitors

The Knowledge Crisis in Construction

A commercial contractor must comply with 15+ code systems simultaneously — IBC, IMC, IECC, NEC, NFPA, SMACNA, ASHRAE, OSHA, plus state and local amendments — totaling over 12,000 pages that update every three years.

In practice, nobody reads all of it. The answers live in the heads of senior foremen and veterans who diagnose problems by sound and know every code exception by heart. When they retire — and 41% of the construction workforce will by 2031 — that knowledge walks out the door.

The industry loses $31.3 billion a year to rework alone, and crews spend 35% of their time on non-productive activities like searching for information, waiting for answers, and fixing repeated mistakes.

$177B
Annual inefficiency in US construction
41%
Workforce retiring by 2031
35%
Crew time wasted on non-productive tasks
~25%
Inspections fail first time
5:1
Retirees to new workers ratio
$22-24B
AI in construction market by 2030

The Solution: AI Field Intelligence

Green puts the entire code library and the company's own project history into a single AI brain that any crew member can query by voice from the jobsite. An installer on a ladder asks a question into Telegram — and gets the correct answer in seconds, with the exact code section cited.

No climbing down, no calling the foreman, no guessing. Every question asked and every solution found gets folded back into the system, so the company's collective intelligence compounds over time — like interest in a savings account.

Role-specific AI agents serve each person differently: field crews get instant code-backed answers, foremen get an operations co-pilot, project managers get a live project cockpit, and owners get plain-English executive intelligence across the entire portfolio.

Platform Capabilities

Six core capabilities that transform how construction teams access knowledge, manage operations, and make decisions.

12,000-Page Code Brain

IBC, IMC, SMACNA, ASHRAE, NFPA, NEC, OSHA, OEM manuals, and your company's own standards — all searchable by voice in seconds. Every answer cites the source. If the system doesn't know, it says so.

Voice-First Field Access

Crew members ask questions by voice from the jobsite. The system transcribes, understands trade context, and returns the answer with the exact code reference. No typing with gloves on.

Compounding Knowledge Core

Every question asked, every problem solved, every lesson learned gets captured and folded back into the company's collective intelligence. New hires inherit decades of institutional knowledge from day one.

Role-Based AI Agents

12+ specialized agents tailored to each role: field installer, foreman, project manager, safety officer, owner. Each gets exactly the intelligence they need — a co-pilot that understands their job.

Automated Crew Operations

Morning briefings, dispatch schedules, daily log tracking, material pull lists, training hour tracking, inspection prep checklists, weekly summaries — all generated and delivered automatically.

Executive Project Cockpit

Owners ask a plain-English question about any job and get an immediate, honest answer: progress, schedule risk, financial exposure, crew performance, and exactly what needs attention right now.

Engineering Stack

Built for the reality of construction — works on spotty cell connections, handles voice messages from noisy jobsites, and requires zero training to use. If you can send a text, you can use Green.

AI Engine
Claude (Anthropic) — Opus for deep analysis, Sonnet for real-time field responses
Voice
Whisper — real-time transcription from jobsite environments
Knowledge Base
SMACNA (30+ manuals), ASHRAE (90+ standards), ICC (15 I-Codes), NFPA, NEC, OSHA, company history
Interface
Telegram-native — works on any phone, no new software to install
Backend
Python 3 async services, Agent SDK, queue-based processing
Architecture
Persistent memory layer, JSON data stores, automated daily backups, self-healing maintenance

The Open Market Gap

The AI in construction market is projected to reach $22-24 billion by 2030. Current tools like Procore ($375+/mo) focus on office and management.

The field-level, voice-first, code-aware intelligence layer for tradespeople is an open gap — and that's exactly where Green sits. Zero direct competitors in this specific niche.

Built by someone who installs ductwork — not by someone who Googles what HVAC means.

Project Status

Core Platform — Operational

Voice-to-answer pipeline, code reference engine, daily crew operations automation, multi-channel Telegram deployment, self-healing maintenance

Live Deployment

Deployed with a live commercial HVAC crew in the Pacific Northwest

Building Next

Full 12,000-page code library, executive cockpit, inspection prep automation, workforce analytics, predictive risk analysis, multi-company deployment