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The problem
HVAC has a major data and tech support problem.
Every technician, counter, estimator and software product in the industry runs on the same missing information. Here’s why nobody has been able to fix it.
01
Extreme fragmentation
Data lives in OEM PDFs, distributor catalogs, tech notebooks and 20-year-old forums. No one source, no shared format.
02
10’s of millions of models in the US alone
Every capacity, voltage, refrigerant and configuration is its own Model #. The long tail is the whole market.
03
Constantly changing regs & specs
Refrigerant phase-downs, SEER2, efficiency mandates. Yesterday’s correct answer is today’s wrong part.
04
20 – 50+ year lifespans
Equipment outlives its documentation, its parts and often its manufacturer. It still needs to be serviced.
05
100’s of OEMs
Acquisitions, rebrands and private labels mean the name on the nameplate rarely tells you who built it.
06
10’s of millions of parts
OEM, aftermarket and universal parts, each with its own numbering scheme and its own supersession chain.
07
Billions of cross references
Which parts fit which models is the question every tech, counter and estimator asks. Nobody has had the answer.
08
AI sucks at sourcing reliable data
General-purpose models are wrong up to half the time on HVAC. Confident, fluent and expensive when a truck rolls on it.
The solution
The largest body of HVAC-R intelligence ever assembled.
Every OEM, every model, every part and every cross reference, resolved into one brand-agnostic source that software and people can rely on.
268
OEM brands, and growing
35 Million
equipment models
18 Million
OEM parts
1 Billion
compatible part cross-references
Deep intel per model
Full data by model number.
- Original documentation — processed for AI use
- Common problems for the exact model
- Full specifications — refrigerant, charge, SEER, voltage, filter sizes, # of circuits, belt size, fuel type and more
- Full Bill of Materials for every model
- Specs for each part in the BOM
- Replacement parts for each part
MasterMechanic training data
Troubleshooting and diagnostics built on real service calls, not the open internet.
135,000
tech support calls as basis
50,000
unique problem / solution sets
QC’d
and deterministic
problem / solution vector space · clustered by fault class
The business case
Asset Intelligence is a game changer for your HVAC business.
From endless lead gen & revenue opportunities to solving your skilled labor challenges to identifying compatible replacement parts within local inventory, Bluon will empower and fuel your HVAC business with an enormous competitive advantage.
Home services
Residential
Turn every service ticket into enriched asset data, faster fixes and more revenue per truck.
- Deeply enriched customer equipment (asset) data
- Near endless lead generation
- Increased revenue opportunities
- Parts Procurement solution – Speed, Cost & Reliability
- Model# specific Tech Support
- Service Managers re-gain 10+ hours per week
- Better Techs! Material increase in Technician competency
- Reduced time to create a competent tech
- Reduction in Call Backs
- Increased revenue per ticket
- Increased revenue per technician
Mechanical
Commercial
Know every asset on every account, across every brand and vintage, before the tech gets on the roof.
- Deeply enriched customer asset (equipment) data
- Generate more revenue per customer asset
- Near endless lead generation
- Increased First Time Fix Rate
- Parts Procurement solution – Speed, Cost & Reliability
- Model# specific Tech Support
- Large reduction in research time in the field
- Increased margin per ticket
- Better Techs! Material increase in Technician competency
- Reduced time to create a competent tech
Supply
Distributors
Sell the part your customer actually needs, at the counter and online, for models from any OEM.
- Increase your local TAM related to part sales
- Dramatic increase to # of revenue opportunities
- Offer replacement part solutions for most OEMs
- Empower your counter staff with HVAC intelligence
- Accommodate much higher % of your customers’ needs
- Empower ecommerce store with brand agnostic Parts Finder tech
- Integrate into existing online store w/ virtually no development
- Instantly translate field demand into local supply online & at counter
Owners
Asset Managers
Own the intelligence on your equipment instead of renting it from your contractors.
- Deeply enriched HVAC equipment data
- Materially reduce fees to mechanical contractors
- Enable internal field staff to carry more of the load
- Minimize number of unique parts to inventory
- Empower BMS systems with asset efficiency + technical intel
- Decrease PM and SM Contract expense
Manufacturing
Parts Manufacturer
Map every product you make to every model it fits, and see the market the way the field sees it.
- Empower your customers with best-in-class cross reference engine
- Increase the TAM for your product offering
- Maximize coverage of your product offering
- Minimize number of unique parts required
- Translate unique products into Model# compatibility
- Convert any Model# into revenue opportunities
- Gain brand agnostic view of HVAC market supply & demand
Software
Field Software
Add HVAC intelligence to your product in days with the Bluon Plug-in, and give every seat a reason to stay.
- Increase recurring revenue per seat
- Increase retention with access to revenue generating data
- Empower users with best-in-class HVAC intelligence
- Integrate HVAC intelligence into existing workflows
- Give users a clear competitive advantage
- Connect Bluon’s HVAC intelligence with customer records
- Enrich historical customer data with Deep Asset intel
- Virtually no development needed w/ Bluon “Plug-in”
Bluon vs. AI-derived data
No AI slop here.
Generic AI-driven asset data is incomplete and incorrect – don’t bring this risk into your business. Bluon data is carefully QC’d, reliable, and proven in enterprise applications.
Availability & accuracy
Bluon
AI-derived providers
ResidentialBasic equipment specs
CommercialBasic equipment specs
ManualsOriginal OEM documentation
Original PartsFull bill of materials per model
Part specsFor every part in the BOM
Replacement partsVerified cross references
PartsConnectCompatible parts in local inventory
Tech supportModel-specific, QC’d diagnostics
Users
What our users are saying
Put HVAC Intelligence to work in your business.
Tell us what kind of HVAC business you run. We’ll show you exactly where Bluon fits.
© Bluon, Inc 2026
