Online suite — RAGOPS
A software suite
to help you
make the move
Extraction, augmented search, specialization: three independent building blocks to make the most of your technical data, with no infrastructure to deploy and at a controlled cost.
Most data projects fail before they have even started
Not because of the technology. Because nobody checked what the data could actually produce.
Discovered too late
The true quality of the corpus only shows at the end of the project — when the budget is committed and the schedule is tight.
Demos prove nothing
A demo on someone else’s data tells you nothing about yours. Only your own corpus counts.
All or nothing
Most offerings impose a complete pipeline and dedicated infrastructure. You can’t take just part of it.
From scattered data to usable reference data
Collect, extract, structure, distribute: the RAGOPS journey, animated.
Independent and complementary building blocks
Each block can be used on its own. Together, they take your technical data all the way to real-world use.
Extraction
Turn your technical documents into structured data, whatever their original format and condition.
Augmented search
Query your corpus in natural language. Choose the model best suited to your use from a vetted selection.
Specialization & evaluation
Fine-tune the model to your business vocabulary. Measure exactly what you gain.
From your files to your result
Four steps. No code.
Upload
You upload the scope of technical data you want to exploit.
Assemble
You activate the blocks you need and choose your model.
Query
Your teams ask their real operational questions — the ones from the field.
Adjust
You compare, refine, then extend the scope at your own pace.
Nothing to deploy. Nothing to provision. No surprises on the bill.
RAGOPS runs in your browser. No servers, no infrastructure licenses, no integration days.
You simply get started
No environment to set up, no resources to book, no ops skills required.
Evaluation or full use
A limited scope to test the value; full use once the decision is made.
You know what you’ll spend
A cost known upfront and proportionate to use. No overruns along the way.
Convinced? DESS.AI® takes over.
What you tested in RAGOPS becomes a sovereign deployment on your infrastructure — including in disconnected environments.
Before creating your account
1.Are technical skills required?
No. RAGOPS runs in your browser. No installation, no development, no servers to provision.
2.Do we have to take the whole suite?
No. Each block can be used independently. You activate only what you need, and add the rest later if necessary.
3.How much data should we upload?
Whatever you want to exploit. For a simple evaluation, a representative scope is enough to judge.
4.Can we switch models along the way?
Yes. You compare several models on your own corpus, then switch without disrupting use.
5.What happens to the uploaded data?
It remains yours, is used solely for your purposes, and is deleted on request.
6.And for a sovereign or disconnected environment?
That is where DESS.AI® comes in, deployed on your infrastructure. RAGOPS lets you arrive prepared.
7.How does pricing work?
The cost is known upfront and proportionate to use, whether you are evaluating or in full use.
The first step doesn’t require any infrastructure
You activate what you need, when you need it. Nothing to deploy, no commitment to sign.