For consultants
Reinvest the emission factor matching time in high-value advice
Client files arrive as they are. The agent reads them, matches every line to a GHG-compliant factor and writes down why. You spend your days on the part the client is actually paying for.
Here is our purchase ledger. 4,800 lines, straight out of SAP.
Great. See you in Q4.
Matched. I have 190 lines to go through with you, then we can talk about what to do with the top 10 suppliers.
- lines read
- 4,800
- to review with the client
- 190
- templates to fill
- 0
Six things that change on your engagements
The time goes back into the analysis
The lookup week is the week that disappears. What is left is the reading of the number, which is the part you are hired for.
Accuracy you can defend line by line
Every match carries the library, the year, the boundary and the reasoning that produced it, in the workbook itself.
Less back and forth with the client
The agent researches an unfamiliar line before it asks about it, so the questions that reach the client are the ones only the client can answer.
Client files as they come
Four tabs, twelve header rows, two languages, subtotals inside the data. No reshaping into a template first.
The client's method, applied
Choose which libraries a run may draw from: the ones your client has standardised on. Every line comes back from that list.
Four eyes on a ledger, instantly
Put a finished ledger back through the agent, your own or one you inherited, and see line by line where it disagrees and why, before the auditor does.
What we standardise so you do not have to
Every public library, one way of describing things
Many names, one category
Four publishers, four labels, one thing being measured. Every value is filed under one shared category, and the publisher's own label is kept beside it.
One boundary vocabulary
The stages are named the same way everywhere, so a total is comparable and its parts still add up.
One warming basis
GWP100, from IPCC AR5 to AR6, applied to the gases rather than left as a footnote.
11 more standardisations, each with the check behind it
See everything we standardiseTry it on the line you are stuck on
Free to search, no account needed.
The matching agent's deliverable
A workbook that defends itself
This is what a matching run hands back: one row per line of the client's file, with everything a reviewer will ask for already on it.
| Client line | Factor used | Confidence | Why? |
|---|---|---|---|
| 5 L SOLUTION CHLORURE D'OR 2 G/L | Gold, primary productionLibrary: ecoinvent 3.10, GLO | high | 5 L at 2 g/L is 10 g of gold, not 5 L of it. |
| BAHNFAHRT HAMBURG - BERLIN | Rail, passenger, 286 kmLibrary: DESNZ 2024, EUROPE | high | No distance on the ticket. Both stations resolved, 286 km computed. |
| RECYCLED STEEL, 3 T | Steel, secondary routeLibrary: ADEME 23.6, FR | high | Recycled, not primary. The words are nearly identical, the factor is not. |
| EXPRESS SHIPMENT 04/2025 | Air freight, long haulLibrary: GLEC 3.1, EUROPE | review | Express means air, but weight and distance were inferred from the amount. |
| TRAVEL EXPENSES 04/2025 | Not enough in the line to match | no match | Flights, hotels, meals or mileage. Nothing in the file narrows it down.one question to ask |
What people say
A true game improver, freeing more time and resources for action
DavidCountry Lead Belgium, SouthpoleCarbon accounting consultancy · BelgiumIt's fascinating how far AI has come in matching emission factors. Much of the time spent on finding the right ones can now go to interpreting carbon footprints and their practical implications instead.
MatthiasConsultant, plant valuesSustainability consultancy · GermanyA client file used to cost me a week of cleaning before the first number. Now I drop it in as it comes and spend the week on the analysis.
ThomasSenior consultantCarbon accounting consultancy · NetherlandsEvery match comes with the factor, the library and the assumption written out. That is what an auditor asks for, and I no longer rebuild it by hand.
SophiePartnerSustainability advisory · France
Try the matching agent on a client file
Send one engagement's ledger. We run it and you get the workbook back, with the reasoning on every line.
- EU hosting
- Never used to train language models
- Confidentiality guaranteed