AI Readiness Audit: the right AI, proven on your own work
Before you invest in models, servers or subscriptions, we test candidate AI models on your real tasks and tell you exactly what your project needs.
Our AI Readiness Audit replaces promises with measurements. You describe what your assistant must do, with examples of good answers. We turn them into a test bench and run it against every model that fits your constraints. You know what passes, what fails and why, before you spend.
What you receive
- Recommended model and settings
- Hardware verdict: what you need, what you don't
- Task-by-task results, pass or fail
- Our expert interpretation and next steps
- A report you own, whether or not you continue with us
How the audit works
1. Describe your assistant. Its purpose, its tone, the sources it may use, the sensitivity of your data and the decisions that must stay human.
2. List your real tasks. Concrete requests from your daily work, each with the answer you expect. They become your test bench.
3. We run the bench. Every eligible model is tested on your tasks, sized to your hardware and your confidentiality level. A model that fails a critical task is ruled out.
4. We deliver the report. A clear recommendation you can act on, discuss with your team, or take to any provider.
Why organisations start here
Avoid the costly mistake. The wrong model or an oversized server is money you do not get back. The audit tells you before you commit.
Keep your data under control. Confidentiality is part of the test itself: sensitive tasks are only ever run on models that stay inside your infrastructure.
Stay free to evolve. AI models age in months. Your test bench does not. When a better model appears, we measure it on your own cases and switch only when the gain is proven.
Start your audit
Opening your audit space is free and commits you to nothing. In about five minutes, you describe the assistant you have in mind. Then you list a few real tasks from your daily work, the ones you would like to hand over. Save at any point and come back when you have the right examples at hand.
You come away with a clear, structured description of your AI project, ready to share with your team. When you are ready, we review it personally and come back to you within one working day.
Already registered?
Who runs your audit
For more than 20 years, OpenSource Solutions has designed, hosted and secured open source platforms in production for SMEs, public organisations and research institutions. We run our own AI infrastructure in France, from the models to the monitoring, and the AI assistant on this site runs entirely on it.
We apply this audit to our own assistants first. Every assistant we operate goes through the same bench, the same criteria and the same report as yours. That is how we learned what makes an AI project succeed in daily work, and what makes it fail within a week.