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. Appropriate models and functions are packaged to answer questions live inside the AI tools your team already uses, and every number is reported with its range and its caveats.

1. The Product

Deliverables from data analysis and fitted models.

Your data:
sales, prices, promos

External data:
weather, rates, macro

Econometric models
built and tested,
data analysis

Report

Interactive dashboard

Live model service
(MCP)

Your AI assistant

Your team

2. Engagement Workflow

Models and other deliverables get updated and stay current with new questions.

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

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

The AI 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 -0.6% (€2,775 to about €2,758; range -4.2% to +3.1%),sales about -4% (range -10% to +2%). The market adjusts mainly through volume.PLAUSIBLE: national demand slope, Arles supply slope; a one-year scenario, not a forecastWhat 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 2026Q2, 20-year mortgage rate 3.12% to 4.12%). Every answer provides an estimate, a confidence range, caveats and its source.

4. Your Data, Your Model, La Ressource Pro 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.
  • La Ressource Pro keeps the methodology and tooling, which improve with every engagement.
  • Every package is signed and tested, so your AI assistant only runs a model that matches exactly what La Ressource Pro 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.

Econometric models hosted by La Ressource Pro run on its own secure server, over an encrypted connection. Each model can be reached only with a personal access code, and the server does not store the questions asked or the answers given.

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