Artificial intelligence

From measurement
to action.
Automatically.

Klem is Kabaun’s embedded intelligence. It reads your documents, selects the right emission factors, generates your action plans and answers in natural language.

Hosted in Europe100% auditableNo data sent to OpenAI
app.kabaun.earth · Klem AI
K
Klem
Ready · ADEME Base 2024
What are my 3 highest carbon footprint categories?
Based on your current report:
#1 Scope 3 cat. 1 (purchases) · 1 248 tCO₂e
#2 Scope 1 (fleet) · 487 tCO₂e
#3 Scope 2 (energy) · 312 tCO₂e
Source: ADEME Base Carbone v24.1 · 3 verified factors
Generate an action plan for Scope 3.
Preparing 3 priority actions aligned with SBTi 1.5°C…
Ask a question about your data…
5
Active AI functions in Kabaun
2k
Integrated and updated ADEME factors
100%
Auditable and traceable suggestions
0
Data sent outside Europe
5 active AI modules

What Klem does
for you.

A carbon-specialised LLM, trained on GHG Protocol, BEGES, CSRD and the ADEME Base. Every suggestion is linked to a source.

ADEME Base
Automatic ADEME association
Each imported line is matched to the most appropriate emission factor from the ADEME Carbon Base, with explanation.
AI recommendations
Prioritised action plans
Actions ranked by CO₂e reduction potential, feasibility score and verified SBTi 1.5°C alignment.
AI assistant
Auditable carbon chatbot
Query your data in natural language. Answers linked to calculation sources, anomaly detection included.
GDPR compliance
Zero leakage, 100% Europe
LLM executed on European servers. No data sent to OpenAI. Every calculation is reversible and auditable.
Embedded intelligence

Klem, your AI carbon
co-pilot.

Klem is Kabaun’s embedded intelligence. It reads your documents, selects the right emission factors, generates your action plans and answers in natural language, directly in your workspace.

Unlike generic AI tools, Klem is trained on carbon accounting: GHG Protocol, BEGES, CSRD, ADEME. Every suggestion is linked to a source, every calculation is reversible.

PDF invoice OCRADEME BaseAction plansChatbotTrajectory simulationEmbedded LLM
K
Document reading

PDF invoice OCR : AI extraction.

Klem reads your supplier invoices directly as PDFs. It extracts expense lines, quantities and units. A confidence score shows you the quality of each extraction, line by line.

  • Automatic reading of your PDF invoices
  • Extraction: description, quantity, unit, supplier
  • Per-line confidence score (0–100%)
  • Manual validation for ambiguous cases
  • CSV / Excel import with AI mapping
Facture_Plastinord_2847.pdf
2,4 Mo · analyse en cours
SUPPLIER INVOICE › IMPORTED PDF
97 %
92 %
71 %
95 %
ADEME Carbon Base

Automatic line → factor association.

Klem matches each imported line to an emission factor from the ADEME Carbon Base. The association is explained, comparable, and editable if you judge another factor more appropriate.

  • Integrated and updated ADEME Base
  • Automatic semantic association
  • Explanation of the chosen factor
  • Alternatives suggested if ambiguous
  • Full traceability for audit
Base Carbone® ADEME · v24.1
5 facteurs candidats · meilleur match 1.842
KLEM ASSOCIATIONS · ADEME BASE 2024
Carburant
0.235
Electricité
0.052
Déplacement
0.178
Achat mat.
1.842
Transport
0.097
kgCO₂e / unité · Source ADEME Base Carbone v24.1
AI Recommendations

Action plans prioritised by impact.

Klem analyses your footprint and generates an action plan ranked by reduction potential and feasibility. Each action is assignable, quantified in tCO₂e and aligned with SBTi 1.5°C.

  • Actions ranked by CO₂e potential
  • Feasibility score (effort, cost, timeline)
  • Assignment to a responsible person
  • SBTi 1.5°C alignment verified
  • Integrated progress tracking
Roadmap Scope 3 · Horizon 2030
3 leviers classés · −830 tCO₂e visés
SBTi
KLEM ACTION PLAN · 3 PRIORITIES
#1 · Réduire achats matériaux
−420 tCO₂e
#2 · Passage flotte hybride
−230 tCO₂e
#3 · Énergies renouvelables
−180 tCO₂e
Aligné SBTi 1,5°C
Conversational assistant

Carbon chatbot. Auditable answers.

Ask questions about your data directly in natural language. Klem answers with precision, cites its sources and lets you trace back the calculations behind each response.

  • Embedded carbon-specialised LLM
  • Questions in natural language about your data
  • Answers linked to calculation sources
  • Anomaly detection in conversation
  • No data sent to OpenAI or Google
Klem · Assistant carbone
2 messages · répond en temps réel
KLEM CHAT · CARBON ANALYSIS
My Scope 3 has increased by 12%. Why?
12% increase driven by +340 tCO₂e on cat. 1 (purchases). Your supplier "Acier France SAS" updated their emission factor in March 2025.
Source: invoice 2025-03-14 · ADEME Base Carbone
What do you recommend?
Scenario simulation

Simulate your Net Zero trajectory.

Klem models different decarbonisation scenarios and projects your footprint to 2030 and 2050. Visualise the gap to close, the levers to activate and the impact of each decision.

  • Configurable decarbonisation scenarios
  • Net Zero 2030 / 2050 projections
  • Actual vs SBTi target gap in real time
  • Quantified impact of each action
  • Predictive emissions analysis
Simulation · Scénario B · 1,5°C
2024 → 2050 · 5 jalons · recalcul live
−78%
KLEM TRAJECTORY · SBTi 1.5°C SCENARIO
20242027203020352050
2 047 tCO₂eNet Zero 2050
SBTi scenario
Current trend
Trust & transparency

No black box.

At Kabaun, every Klem suggestion is traceable, every calculation is reversible. AI enhances your experts, it does not replace them.

Full traceability
Every Klem suggestion is linked to its source: ADEME factor, data line, calculation method. Your auditors see exactly what Klem did.
Hosted in Europe
Klem’s AI runs on European servers. Your carbon data never leaves the European Union. Native GDPR compliance, no exemptions.
Zero external transfer
No OpenAI integration, no Google AI, no third parties. Your carbon footprint stays in your Kabaun workspace, full stop.

Let Klem
do the work.

Your invoices read, your factors matched, your plans generated. You validate. You steer.

$klem analyse --scope all --format bilan
Lecture 47 factures PDF · OCR complet
312 lignes associées · Base ADEME 2024
Plan d’action généré · 3 priorités SBTi
> Résultat : 2 047 tCO₂e • Écart SBTi : −18 %
Personalised onboardingEU-hosted dataAI hosted in EuropeOnboarding included