Your fleet has more throughput than your monitoring can see

We find and lock the operating point your stack can't reach

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Runs alongside vLLM and TensorRT. Under your power envelope, with no rewrite of your stack.

Demo

Your stack can't see most of the optimization space

Every model update, every traffic shift, every GPU refresh drifts your operating point. Your power envelope doesn't move.

Your monitoring polls GPU averages at coarse intervals. CarbonForge measures the same workload at sub-millisecond resolution. What your stack can tune is a fraction of what's there.

Solutions

How the CarbonForge loop works

1 · Measure

Power Telemetry

Sub-millisecond power and latency, with kernel-level attribution.

2 · Optimize

Optimization Engine

Searches the operating point that captures what your monitoring misses.

3 · Re-lock

Runtime Controller

Re-locks the operating point when models, traffic, or hardware change.

Re-locks continuously as models, traffic, and hardware change

Run the complete Loop on your fleet. More tokens per GPU under the same power envelope.

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Team

Built at Mila

Leadership

Jean-Maxime Larouche Jean-Maxime Larouche, Co-Founder & Co-CEO · Technology
Jean-Maxime Larouche
Co-Founder · Tech
Serial AI Entrepreneur
Laurent Maisonnave Laurent Maisonnave, Co-Founder & Co-CEO · GTM
Laurent Maisonnave
Co-Founder · GTM
Serial AI Entrepreneur
Pierre-Luc Bacon Pierre-Luc Bacon, Co-Founder, CarbonForge
Pierre-Luc Bacon
Co-founder & Chief Scientist
Reinforcement learning, Mila
Sacha Lepretre Sacha Leprêtre, CTO, CarbonForge
Sacha Lepretre
CTO · AI platforms
Ex-LuxCarta, CAE, Mila

Advisors

Christophe Dubach Christophe Dubach, Advisor, CarbonForge
Christophe Dubach
Scientific Advisor
Compilers and GPU codegen
McGill, CIFAR AI Chair
Richard Reiner Richard Reiner, Advisor, CarbonForge
Richard Reiner
Strategic Advisor
Enterprise and infrastructure
Former Data Center CTO, Intel

Become an early adopter partner

A limited number of slots in 2026 for teams serving, operating, or running inference at scale.

Locked pricing on first deployments

Locked pricing on first deployments

Priority input on the roadmap

Priority input on the roadmap

Direct collaboration with the team

Direct collaboration with the team
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