AI Integration

La Ressource Pro: Live Econometric Models

Using the econometric methods and diagnostics of academic and business research, La Ressource Pro identifies and builds models that explain how your market behaves and how it can react to potential market shocks. Each model is built once and then answers questions live inside the AI tools your team already uses, with every number carrying its range and its caveats.

1. The Product

One engagement, three deliverables from the same fitted model.

Your data
sales, prices, promos

External data
weather, rates, macro

Econometric models
built and tested

Report

Interactive dashboard

Live model service
(MCP)

Your AI assistant

Your team

2. How an Engagement Runs

new questions

1. Understand
data audit, your questions

2. Build
estimate, diagnose, backtest

3. Deliver
report, dashboard,
live model service

4. Refresh
monthly or quarterly update
with your latest data

Built once, refreshed monthly or quarterly, queried every day.

3. Ask a Question, Get the Model's Answer

The assistant does not guess or compute the number itself. It calls the model, and the answer comes back with its range and its limits.

Live modelAI assistantYour teamWhat if we run 10% off in July?promo_uplift(discount = 10%, month = July)estimate, 90% range, caveatsAbout +40% in promo weeks (range +25% to +55%),promo weeks only, not an everyday price cutWhat happens to the price per square meter in Arlesif mortgage rates go up by one percentage point?rate_shock(city = Arles, mortgage_rate = +1 point)price and sales change, caveatsArles: price per m² about -0.4% (€2,839 to about €2,828),sales about -4%. The market adjusts through volume, not price.Model estimate: one rate cycle, national demand slopeWhat about next year's store openings?request outside the model's scoperefusal with the reasonThis model can't answer that, and here is why

The promotion figures are illustrative. The Arles figures come from the La Ressource Pro Arles demand/supply model (baseline 2025Q1, 20-year mortgage rate 3.1% to 4.1%). Every answer carries an estimate, a confidence range, caveats and its source. When a question falls outside what the model supports, it says so.

4. Your Data, Your Model, My Method

secure extract

verified before use

Your data

La Ressource Pro
methods, code,
diagnostics

Signed model package
fitted results only

Your AI assistant

  • You own the fitted results for your business.
  • I keep the methodology and tooling, which improve with every engagement.
  • Every package is signed and tested, so your assistant only runs a model that matches exactly what I delivered.

5. Live Today, Next

Live today
UK frozen-food wholesaler:
weather demand, pricing and
promotions, range events

Next
new product launches,
substitution, stockouts

Also available
housing markets: Paris, Nice,
Provence, your markets
upon request

MCP (Model Context Protocol) is the open standard for connecting AI assistants to tools. Any MCP-capable assistant can query the models, so there is no custom integration to build.

Questions or a project in mind: info@laressource.pro