Half of AI projects fail to reach production.
The AI Production Gap is real.
Most enterprise AI projects get stuck at the proof-of-concept.
Models change. Prompts break. Costs spiral. IT loses control.
This is the AI Production Gap—and it’s killing AI at scale
Half of AI projects fail to reach production.
The AI Production Gap is real.
Most enterprise AI projects get stuck at the proof-of-concept.
Models change. Prompts break. Costs spiral. IT loses control.
This is the AI Production Gap—and it’s killing AI at scale
We are fixing the gap
42%
of AI pilots collapse before deployment due to high costs, data privacy issues, and security risks.
(source S&P Global survey, 2025)
The results? Wasted resources and eroded trust.
I lost a week rebuilding my entire AI pipeline after an LLM upgrade.
All the AI add-ons have significantly increased our costs
IT is against the use of online AI tools due to risks of data breach
There are 1,000+ LLM available. How can we track them?
We are building the AI Operations Platform.
A trusted platform to optimize AI workflows.
Skills
We find the best AI skills for the tasks : accuracy, speed and costs get automatically improved over time as new skills get released
Open Source
We believe in the richness and benefits of open source AI models and we thrive to make them useful in Enterprise applications.
Smart Operations
Agents and models are maintained and improved in the background — freeing your development time.
Trust
We help IT stay on top of Enterprise AI workflows: set gardrails, assess compliance, monitor performance and track costs.