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Live with a real HVAC crew 2024 — Present

HVAC Operations Intelligence

AirOrchestra

The AI-powered operations brain for commercial HVAC contractors. One entry point. Every role. Every project. Award to turnover.

A platform that turns your company's scattered tribal knowledge into a compounding intelligence engine. Core functionality is built and being tested with a live HVAC crew in the Pacific Northwest.

AI PlatformHVACVoice-FirstBuilding CodesMulti-AgentTelegramPythonClaude API
airorchestra.com
airorchestra / field-query
> "What's the max duct velocity for a hospital OR?"
Searching: SMACNA HVAC Duct Construction Standards, ASHRAE 170...
ANSWER: [Exact answer with code reference, section, and page number pulled from your knowledge core]
Source: ASHRAE 170-2021 · SMACNA HVAC DCS 4th Ed

The Problem

Your Most Valuable Asset Walks Out the Door

You know that senior foreman — the one who just seems to know everything. The vet who can diagnose a complex issue just by the sound it's making. When they walk out the door for the last time, all that experience, all that knowledge — it walks right out with them.

It's a quiet, invisible leak. It costs companies a fortune in rework, in mistakes that get repeated over and over. And it's what stops you from growing safely.

Today's Reality

Critical knowledge trapped in people's heads. Tribal knowledge constantly draining away. Every retirement, every turnover starts the cycle over.

The Goal

A system where every lesson, every problem solved makes the whole company smarter. Knowledge that compounds — like interest in a savings account.

$177B
Annual inefficiency in US construction
$31.3B
Lost to rework alone — every year
41%
Workforce retiring by 2031
35%
Crew time wasted searching for answers
5:1
Retirees to new workers ratio
~25%
Inspections fail on first attempt

The industry runs on tribal knowledge locked in the heads of senior foremen. When they retire, it walks out the door.

Sources: FMI/PlanGrid 2020, NIST GCR 04-867, ABC 2024, McKinsey 2020, ICC 2023, BLS/NCCER 2024

The Solution

A Compounding HVAC Brain for Your Entire Company

This isn't a fancy search bar or some static database. Think of it as a living, breathing engine.

Every question an installer asks, every solution a foreman comes up with, every decision a PM makes — it all gets captured and folded back into the company's collective intelligence, ready for the next person on the next job.

When a field tech asks a question from the jobsite, the answer comes from the entire AirOrchestra stack — knowledge core, agent network, analytics layer, and integration infrastructure.

Architecture

Four Layers, One Brain

The easiest way to think about it is like a four-layer cake. No confusing tech speak — here's how it works in simple terms.

01

Knowledge Core

The Foundation

SMACNA, ASHRAE, ICC, NFPA, NEC, OSHA, OEM manuals — plus YOUR company standards, YOUR project history, YOUR lessons learned. Not scraped from the internet. Built from trusted, citable sources.

02

Communication

Zero Learning Curve

Live on Telegram today. Designed to plug into Teams, Slack, WhatsApp, and voice. No clunky new software to learn. Your crew asks a question the same way they'd text a coworker.

03

AI Agents

Tailored for Every Role

Specialized agents for every role — each sees the same data through a different lens. The installer gets code answers. The foreman gets a co-pilot. The PM gets a cockpit. The owner gets a crystal-clear view.

04

Analytics

The Leadership View

Job-level risk scoring. Predicted schedule slips. Multi-dimension dashboards. Full audit trail. Leadership sees problems before they cost money.

The Trust Commitment

The system will never, ever make things up.

Every answer is built directly from the documents in your knowledge core. It will always show you its work by citing the source — document, section, clause, page.

If it doesn't know, it says so. Period.

Day in the Life

What Does This Actually Feel Like on a Tuesday Afternoon?

Enough about architecture. Here's what AirOrchestra means for real people doing real work. The field tech and foreman workflows are live today. The rest is being built on the same proven core.

The Installer

Picture this. Your installer is up on a ladder holding a piece of duct. Instead of guessing, or climbing down to find a foreman, or making a call and waiting — they just ask their phone a question.

airorchestra / voice query from jobsite
> "How many screws for an 8-inch round duct hanger on a commercial job?"
Searching: SMACNA HVAC Duct Construction Standards, Company Standards...
ANSWER: [Exact fastener spec with count, size, and type — pulled from SMACNA + your company standard]
Source: SMACNA HVAC DCS 4th Ed · Your Company Standard

The right answer. In seconds. With your company standard and the code reference. No typing with gloves on — voice works.

The Foreman

The person always being pulled in 10 different directions at once. AirOrchestra acts like a co-pilot, not more paperwork. It handles the admin — drafting daily logs, tracking RFIs, sending reminders. This frees them up to actually lead the crew and solve real problems on site.

M

Morning Check-in

Good morning. Job A — Building C ductwork rough-in. What's your plan today? Which zones are you hitting? Any critical trade dependencies?
Zones 3 and 4 today. Need fire caulk from supply house. Waiting on electrician to finish conduit in zone 3 ceiling.
M

Auto-generated

✓ Job status updated: Zone 3-4 rough-in
✓ Material request: fire caulk → flagged for supply run
✓ Trade dependency: electrical in Zone 3 → RFI #23 drafted
✓ Reminder set: RFI #19 — open 4 days, no GC response

A brief voice message or text. That's it. The system handles daily logs, material tracking, RFI drafts, and schedule risk — automatically.

The Project Manager

In Development

Total game changer. Instead of chasing people for updates and manually piecing together reports, they get one live screen with everything. Weekly summaries built automatically using real data from the field. Gets them out of firefighting mode and actually ahead of problems.

7
Active Jobs
2
At Risk
12
Open RFIs

Safety & HR

In Development

They can see what kinds of questions people are asking in the field. Spot trends in safety incidents before they become a real problem. Push out targeted, specific training exactly when and where it's needed — instead of a generic annual class. The whole company's development becomes a continuous loop.

The Owner

In Development

Pull all the way back to the 30,000-foot view. Instead of waiting for a monthly report that's already out of date — just ask a simple question in plain English and get an immediate, honest answer about any project in your portfolio.

EXECUTIVE QUERY
> "Two-week summary for the Overlake Medical job."
Progress 68% complete. Zone 1-3 rough-in done. Zone 4 starting Monday.
Schedule Predicting 3-day slip. Root cause: electrical trade delay in Zone 3.
Financial $12K CO pending on design change. Margin holding at 18.2%.
Action GC needs to resolve RFI #23 (4 days open) or Zone 4 start slips further.

Not a long, confusing report — just the facts. Clear, concise, based on what's actually happening. A real-time X-ray of your jobs and your people.

The Result

What You're Actually Building

Faster Onboarding

New hires get up to speed in a fraction of the time. They inherit decades of institutional knowledge from day one.

No More Repeat Mistakes

Stop making the same expensive mistakes over and over on new jobs. Every lesson learned is captured and available to everyone.

Scale Without Fear

Take on more work — even more complex work — without that nagging fear you're going to lose control of quality.

Competitive Landscape

Nobody Has Built This

The tools that exist don't solve the real problem. They weren't built for commercial HVAC installation contractors.

Procore
$375+/mo
Built for GCs. Too heavy for subs. No field intelligence. No HVAC depth.
ServiceTitan
Residential service dispatch. No commercial installation tracking. No multi-day jobs.
BuildOps
Commercial dispatch & billing. No knowledge core. No crew intelligence.
Bluon
HVAC reference lookup only. Not an operations platform.
Capability Procore ServiceTitan BuildOps Bluon AirOrchestra
Commercial HVAC focus
Knowledge Core (codes + company)
Role-based AI agents
Voice-first field access
Multi-day installation tracking
Union / prevailing wage rules
Crew intelligence & analytics
Executive AI intelligence

Procore → GCs. ServiceTitan → residential. BuildOps → dispatch. Bluon → reference. Nobody → commercial HVAC contractor as a complete intelligence platform. Until AirOrchestra.

Next-Gen Features

Beyond Q&A — Platform Intelligence

Where the platform is heading next.

Installation Quality Vision

Phone camera → AI analyzes ductwork photos → evaluates hanger spacing, seal integrity, insulation. Nobody does this for HVAC — open gap.

Predictive Maintenance

IoT sensors on installed equipment. AI detects failure signatures 7-21 days before breakdown. Monitoring-as-a-service after installation — recurring revenue.

Smart Crew Scheduling

AI optimizes assignments: skills, certifications, apprentice/journeyman ratios, prevailing wage rules. No one else handles union rules in scheduling.

Trade-Specific Voice AI

Built for noisy jobsites. Understands "12-inch main trunk", "round takeoff on the fourth branch", "fire damper at the rated wall penetration." Generic assistants fail here.

Integrated Commissioning

TAB → punch list → closeout. Currently Excel and paper everywhere. AirOrchestra automates the sequence with generated checklists and documentation.

AR Ductwork Overlay

BIM model overlay through phone camera. Installer sees where ducts should go before installation. 5-12% rework reduction.

Market Opportunity

The Numbers

$27.5B
US HVAC market (2025)
$22-24B
AI in construction by 2030
~35,000
Commercial HVAC contractors in US
5-8K
Target: 50-500 person companies
$31.3B
Preventable annual rework cost
0
Direct competitors in this niche

Sources: FMI/PlanGrid 2020, NIST GCR 04-867, ABC 2024, MarketsandMarkets 2025, Grand View Research 2025

The Builder

Not Another Silicon Valley Idea

Serge Sysoev — union sheet metal worker, Sheet Metal Workers Local 66, Everett, WA.

20+ years in construction and engineering. Civil engineering degree. Manufacturing businesses. US immigration. Every layer of HVAC: gas pipe, equipment install, TAB, calibration, commercial sheet metal.

The users are his coworkers
The testing ground is the jobsite he walks onto every morning
The problems are problems he lives every day
The platform encodes real decisions from real projects

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

The field intelligence bot is already deployed with a live HVAC crew. This isn't a pitch deck. The core technology works.

At the end of the day, this is the foundational operating system for any HVAC contractor who is serious about growing faster than the competition — while keeping a tight grip on risk.

Stop the drain. Stop starting from scratch with every new person and every new project. Build a company where knowledge is your single greatest asset — an asset that grows and compounds and makes you better on every single job.