[ Why CERVOX ]

Not another
chatbot.
A brain
that calculates.

You have already tried AIs that answer well and get things wrong with total confidence. Understandably, you are sceptical. This page is not a sales pitch: it is the honest, technical explanation of what makes CERVOX different — and why that difference works for your company.

Causal engine Digital twin Self-calibrating memory Honest about uncertainty
0

made-up figures. No business answer is produced by the language model: it is calculated upstream.

50

coordinated agents feeding one single model of your company.

D1

already calibrated from day one, thanks to your sector’s benchmarks.

∞

memory: every month of use makes your twin more accurate, and impossible to copy.

[ The real problem ]

Other AIs
speak first.
CERVOX calculates first.

The chatbot

A ChatGPT or a Copilot generates a plausible answer. On a cash-flow question, “plausible” is not enough: it can make up a figure with total confidence.

The dashboard

A BI tool shows you where you stand. Passive. It does not tell you where you are heading, and does not test any decision for you.

CERVOX

Calculates first, speaks second. The figures are produced by an engine, in code. The AI only translates them into plain French. It cannot hallucinate a number: it does not produce any.

[ The digital twin ]

A living
model of your
company.

Beneath the 50 agents, CERVOX assembles a digital model of your business: revenue, margins, fixed and variable costs, payment terms, capacity, seasonality. Not an internet average: your real figures, taken at the source from your tools.

You ask a “what if?” question in French — for example “et si j’embauche en mars ?” (“what if I hire in March?”) or “et si j’augmente mes prix de 8 % ?” (“what if I raise my prices by 8%?”) — and the engine simulates the trajectory before you make the decision.

  • A question in everyday French goes in; a quantified projection comes out.
  • The calculation lives in the engine. The AI is the mouth, the twin is the brain.
  • Every scenario is saved: a history of decisions you can reopen.
The building blocks of the CERVOX digital twin: data, memory, automations, agents
[ The argument that disarms the sceptic ]

It would rather refuse
than make things up.

This is the system’s non-negotiable rule: no figure that does not come from the engine. When data is missing to answer safely, CERVOX tells you clearly — “connectez votre banque et je pourrai répondre” (“connect your bank and I will be able to answer”) — instead of filling the gap with a guess.

And when the future is uncertain (a price increase depends on how your customers react), it answers with a range, not with a falsely certain figure: “votre trésorerie sera entre 4 000 et 12 000 €, le plus probable autour de 8 500” (“your cash flow will be between €4,000 and €12,000, most likely around €8,500”). When money is at stake, this honesty is rare — and that is exactly what makes it reliable.

Calculate first. Admit what it does not know. Never make things up.
CERVOX counts on your real figures and calibrates itself over time
[ It improves every day ]

The more you
use it, the better
it knows you.

At the start, your twin relies on your sector’s benchmarks (construction, restaurants, retail, services…). That is why it is already relevant from day 1, whereas a competitor starts from scratch for each customer.

Then it calibrates itself on your reality: your margins, your payment terms, your seasonality. Each projection is compared with what actually happened the following month, then the gap is corrected. Over time, it becomes your twin — not a generic model.

Day 1

Calibrated on your sector. Useful immediately.

Month 12

Adjusted to your real figures, checked against the facts.

[ Why nobody can just “do the same” ]

Copying
is not enough.

A prompt recipe can be copied in an afternoon. What cannot be copied is the knowledge accumulated over hundreds, then thousands, of real trajectories of French SMEs — and the fact that your forecasts have been checked against reality, month after month. This advantage builds over time: it becomes, mechanically, impossible to catch up.

01

Proof over time

A track record of “our forecasts matched reality” accumulates — it cannot be manufactured by copying a prompt.

02

Data gravity

Months of calibration and your history of scenarios: your twin fits you more and more closely.

03

French compliance

Data hosted in France, GDPR by design. Compliance know-how that is hard for a foreign player to imitate.

04

Sector ontology

The causal structure validated for each trade — which levers, which credible elasticities — is not in any prompt.

05

Fixed price

€79 to €490/month, predictable. Unlike credit-based models that explode as soon as you really use them.

[ In practice, for your company ]

You decide
seeing what is coming.

Test before committing

A hire, a price increase, losing a big customer: you see the effect on your cash flow before you sign.

Take back time

The agents handle recurring work behind the scenes. You lead; the system executes and alerts you when it is useful.

Sleep soundly

French compliance, data hosted in France, and an AI that says “I don’t know” rather than making things up about your money.

The sceptic
is convinced by seeing.

Ask it a real question about your company, and watch it calculate — honestly — right in front of you.

14-day free trial · no commitment · no credit card