Early refrigerant-leak intelligence for measurable CO₂e reduction, regulatory compliance, and audit-ready climate evidence—before a minor leak becomes a major liability.
A sensing-to-compliance system for refrigerant assets.
RefrigDNA combines equipment-level signals, an asset refrigerant passport, climate calculations, repair workflows, and evidence records in one operating layer.
IN ONE SENTENCEHardware watches the asset. Software explains the risk and drives the response.
01
Asset-level signal capture
Temperature, vibration, acoustic and environmental channels create an evolving equipment signature—without waiting for a catastrophic failure.
SENSOR + EDGE INPUTS
WHO USES IT — AND WHY
One platform. Different urgent decisions.
FACILITY & PORTFOLIO OWNERS
Find risk earlier. Protect uptime.
Prioritize which asset needs attention, understand the cost of delay and see performance across buildings.
Best fit: supermarkets, cold storage, campuses, commercial portfolios
WHAT IS REAL TODAY
Operational prototype. Field-validation next.
Public credibility requires a clear line between demonstrated capability and what the pilot must prove.
First, understand what one invisible leak really means.
Slides 01—10
THE PHYSICAL SYSTEM
Cold is not created. Heat is moved.
Refrigerant absorbs heat inside a controlled space, carries it through compression, then rejects it outdoors. When refrigerant escapes, the system loses charge—and a climate-active gas enters the atmosphere.
01ABSORBHeat enters refrigerant→
02COMPRESSPressure raises temperature→
03REJECTHeat leaves outdoors→
04RETURNCycle repeats
LIVE CLIMATE IMPACT LAB
Make the invisible measurable.
Model a single asset or an entire portfolio. RefrigDNA converts daily mass loss into decision-grade CO₂e.
CO₂e = MASS RELEASED × GWP
DAILY CLIMATE SIGNAL0.095tCO₂e / day
CUMULATIVE IMPACT34.6metric tons CO₂e
PASSENGER VEHICLES≈ 7.5driven for one year
Every unrepaired day adds+94.7 kg CO₂e
THE MOLECULE MATTERS
One pound released. Radically different impact.
Annual CO₂e from a sustained one-pound-per-day leak. Hover or tap a refrigerant to compare.
REGULATORY CONVERGENCE
Different institutions. One evidence problem.
The market is moving toward lower-GWP refrigerants, faster leak response, better records, and proof of performance.
85%
HFC phasedown target by 2036
The AIM Act reduces production and consumption of listed HFCs, accelerates technology transitions, and creates stronger incentives to prevent avoidable releases.
EPA’s allowance framework reduces HFC production and consumption in staged steps. The direction is fixed: lower-GWP technology, fewer avoidable releases, and stronger refrigerant discipline.
902022
602024–28
302029–33
202034–35
152036+
CARB FACILITY TRIGGER>50 lb
Largest qualifying stationary refrigeration system triggers facility registration.
REPAIR CLOCK14 days
Covered detected leaks must be repaired within the program timeline.
OPERATING DISCIPLINEAnnual
Reporting, inspection, monitoring, calibration, service records, and refrigerant additions.
FOUR OUNCES A DAY BECOMES A FLEET
A quarter-pound R-410A leak equals 86.4 tCO₂e per year.
The leak can look operationally small while its climate consequence compounds every day.
DAY 10.24 t→
DAY 71.66 t→
DAY 143.32 t→
DAY 36586.4 t
≈ 18.8 typical passenger vehicles operating for one year
DELAY IS MEASURABLE DAMAGE
Every day between detection and verified repair adds emissions.
2.3 t1 day
16.2 t7 days
32.5 t14 days
69.6 t30 days
02 / 02
THE REFRIGDNA SOLUTION
Now turn the leak into evidence—and evidence into action.
Slides 11—20
THE LIVE REFRIGDNA DEMONSTRATION
2.45 lb/day of R-410A becomes 2.32 tCO₂e every day.
If sustained for one year, that modeled event reaches 846.9 metric tons CO₂e.
2.32tCO₂e / day
846.9tCO₂e / year
≈184vehicles / year
DEMO BOUNDARY: interface is operational; leak-rate accuracy requires controlled field calibration and verification.
THE CURRENT WORKFLOW STARTS TOO LATE
Most systems document the repair—not the emerging leak.
01LEAK BEGINSInvisible······
02PERFORMANCE DRIFTSAmbiguous······
03INSPECTION / ALARMDetected······
04REPAIR CLOSESDocumented
The missing layer is continuous evidence between “normal” and “failure.”
THE REFRIGDNA ADVANTAGE
Signal → estimate → action → verified outcome.
01
DETECT
Correlate temperature, vibration, acoustic and environmental channels.
→02
QUANTIFY
Estimate mass-loss range and translate it into sourced CO₂e.
→03
ROUTE
Start the deadline clock and send the technician the evidence.
→04
VERIFY
Confirm repair, preserve records and calculate avoided emissions.
One event. Four decision languages.
FACILITYWhere is the leak?Dispatch + uptime
COMPLIANCEWhat rule and deadline apply?Audit-ready evidence
SUSTAINABILITYHow much CO₂e is at risk?Verified avoided emissions
FINANCEWhat is the cost of delay?Portfolio risk visibility
THE PILOT PROVES THREE THINGS
Detection is necessary—but not sufficient.
01
Can we detect?
Sensitivity, specificity, false alarms, installation repeatability, and calibration drift.
02
Can teams act?
Time to acknowledge, dispatch, locate, repair, and verify closure.
03
Can we quantify?
Leak-rate uncertainty, sourced GWP, counterfactual baseline, and avoided tCO₂e.
THE GRANT CASE IS MEASURABLE
Fund the evidence standard—not another dashboard.
RefrigDNA can create a repeatable protocol for finding, repairing, and quantifying high-GWP leaks.
01Time-to-detection
02Time-to-repair
03False-alarm rate
04Estimated mass loss
05Verified CO₂e avoided
06Evidence completeness
WHY REFRIGDNA WINS
It makes refrigerant loss legible before it becomes a report.
The advantage is the chain of custody from physical signal to climate and compliance outcome.
EPA 100-year GWP values and annual impact from a sustained one-pound-per-day leak.
REFRIGERANTEPA GWPtCO₂e / DAYtCO₂e / YEAR
R-404A3,9221.779649.3
R-410A2,0880.947345.7
R-221,8100.821299.7
R-407C1,7740.805293.7
R-134a1,4300.649236.8
R-326750.306111.8
R-2903.30.0010.5
HOW THE COMPANY SCALES
Hardware opens the door. Recurring intelligence compounds.
Start with high-value assets where leak risk, refrigerant cost, compliance exposure and climate impact are concentrated.
01Deploy
Sensor package, commissioning and asset passport.
ONE-TIME / PROJECT→02Monitor
Per-asset or portfolio software subscription.
RECURRING→03Verify
Evidence, reporting and compliance workflows.
RECURRING + SERVICES→04Expand
More assets, sites, integrations and channel partners.
LAND + EXPAND
BeachheadHigh-charge commercial refrigeration and HVAC assetsExpansionCampuses, cold storage, retail portfolios and service networks
FOUNDER–MARKET FIT
Built from the field—not from a spreadsheet.
RefrigDNA is led at the intersection of construction operations, safety and compliance, HVAC/refrigerant practice, public-sector execution and building-performance training.
FOUNDER
Konstantin “Kostas” Kazmierski
Founder & builder, RefrigDNA
EPA 608 UniversalCHSTGeneral building contractorConstruction managementGovernment compliance operationsBuilding performance training
The immediate team-building priority is deliberate: refrigeration engineering, sensing/data science, product engineering and pilot measurement partners.
CHOOSE THE NEXT STEP
Move from climate signal to field evidence.
Pilot RefrigDNA across a controlled asset set. Validate sensing. Shorten the repair cycle. Quantify avoided emissions. Build the evidence standard regulators, green-building teams, owners, and grant reviewers can trust.