Decision support for residential HVAC
Read-only pilot · Human approval before outreach · No production changes at the start
The operational reality
Your quote list mixes opportunity with risk
Open quotes may include booked jobs, replies, opt-outs, stale records, duplicates, and genuine opportunities. Treating every record the same wastes staff time and can damage customer trust.
Revenue visibility requires safeguards: every action should be explainable before a customer is contacted.
How it works
Make every follow-up decision legible
01
Identify
Normalize quote, lead, booking, permission, and timing state.
02
Protect
Hold or stop stale, ambiguous, booked, opted-out, replied-to, and duplicate actions.
03
Learn
Track review, booking, payment, and refund outcomes against the correct quote.
Product proof
A controlled layer around the tools your team already uses
Works around the HVAC tools your team already uses
Quote
Review
Human approval
Outcome
Measure review time, quote-state accuracy, booked outcomes, paid outcomes, and refunds.
Review Queue
Focus the team on open quotes that pass state and timing checks.
Safety Controls
Every decision includes a source, verification time, and hold reason.
Revenue Impact
Separate estimated pipeline from confirmed paid and refunded events.
Audit Trail
Trace every quote from sent to reviewed, booked, paid, or refunded.
Synthetic test data · Demonstration only
Review the cases that are safe to review
Quote review queue
SYNTHETIC DATA
quote cases
review candidates
held
stopped
Demonstration of decision logic, not a claim about customer revenue.
What it is — and isn’t
A controlled revenue-visibility and decision layer
HVAC Revenue Recovery works around your existing HVAC systems to clarify what deserves human attention. It is not a CRM replacement, payment processor, call center, or automatic messaging bot.
Pilot offer
Start with a low-friction read-only pilot
One HVAC company, one agreed read-only source, a controlled quote sample, and a human reviewer. The first phase sends no customer messages and changes no production workflow.
• Confirm field mapping and decision quality.
• Measure review time and quote-state accuracy.
• Link booked, paid, and refunded outcomes once.
• Keep outreach disabled until a separate go-live decision.
What the pilot delivers
Mapped fields
Review queue
Hold reasons
Outcome report
No customer outreach in the pilot.
FAQ
Questions operations teams ask first
Does this replace our CRM?
No. It is a decision layer around existing systems, designed to make quote follow-up status clearer.
Does it send messages automatically?
Not in the pilot. Outreach stays disabled until there is a separate go-live decision with human approval.
How do you handle opt-outs and replies?
They are held or stopped. The reason, source, and verification time remain visible for reviewer context.
Can a returning customer have a new quote?
Yes. Decisions are tied to the correct quote and its current state, not to a customer record alone.
What data is needed for a pilot?
One agreed read-only source and a controlled quote sample are enough to start mapping the decision states.
How is revenue measured?
Estimated pipeline, confirmed paid events, and refunds are kept separate so reviewers can see the actual outcome path.
We start read-only and prove the workflow before discussing automation. 20 minutes · read-only discussion · no commitment.