Use cases

Where AI saves time.

Public services, industry, retail, finance and logistics: projects we have run with our clients, and what they changed in everyday work.

01 · Public services and local authorities

Better information, faster.

Making official information easy to understand, keeping up with economic news, managing a region with its own data.

A regional authority

NEO

An assistant for regional grants

Built into the region’s website, the assistant tells each resident which grants they may be entitled to, in plain language and with the supporting documents.

The project

Grant regulations are long and technical. The assistant works from these official texts, rephrases them without jargon and points to the exact passage.

Residents get their answer straight away, and staff receive fewer repetitive questions.

Business France

NEO

Automated market intelligence

Summaries generated from selected sources, so teams can follow market news without spending their days on it.

The project

NEO gathers the information, sorts it and drafts summaries that the teams review and add to.

Looking up past information becomes a simple question asked in everyday language.

Val de Loire Numérique

Data

Tourist footfall in real time

A visualisation platform fed by the public Wi-Fi hotspots at tourist sites across the area.

The project

Allonia designed the processing that turns the raw data into indicators of visitor journeys, then the platform as a whole.

Now in operation, it helps the area adjust its strategy for attracting visitors.

02 · Industry and energy

Experts decide, AI does the groundwork.

In critical environments, every result has to be justified. AI sorts, detects and flags; the decision stays with people.

Omexom NDT Engineering & Services

NEXUS

Analysing non-destructive testing in power plants

Automatically spotting abnormal signals in steam generator inspections, so analysts can focus on the cases that matter.

The project

The number of inspections is growing faster than the number of trained analysts. The AUTEND project, backed by France Relance and run with the LAUM laboratory, is developing a tool to support the analysis.

Every detection is explained: that is what it takes for an AI tool to be used in the nuclear industry.

A manufacturer

NEO

An industrial agent for sensitive data

Production quality, product tracking and maintenance: an agent that answers from the factory’s own data, in a closed environment.

The project

Production data had to stay within the company. NEO was deployed in a dedicated secure environment.

Product, production and maintenance teams get the right information without searching through several tools.

03 · Retail and customer service

A better answer for every customer.

Understanding a request, finding the right product, preparing the right reply: tasks repeated thousands of times a day, where specialised models make the difference.

E-commerce

Models

An online sales adviser

Customers describe what they are looking for in their own words; the models understand the request, apply the right filters and answer from the catalogue.

How it works

One model analyses the request, another picks the catalogue filters, and a third writes the answer, citing only products that actually exist.

Because they are specialised, these models are faster and cheaper than one large general-purpose model.

Customer service

NEO

Agentic support

Tickets arrive anonymised, NEO drafts the reply from resolved cases, and the adviser checks it and sends it.

How it works

Connected to the ticketing tool, NEO masks personal data, looks up answers already given and drafts a reply.

Nothing goes out without human approval. See the example on the NEO page.

Internal teams

NEO

A secure internal assistant

HR, IT, sales, marketing: every team finds the right procedure or document without digging through the intranet.

How it works

Each department’s documents feed dedicated agents. Answers cite their sources and respect access rights.

Fewer repeat questions for support teams, more time for everything else.

04 · Finance

Approve more, without more risk.

When data is scarce, a well-designed model makes the most of the signals that are available.

Mobilize Financial Services

NEXUS

Credit scoring for young businesses

For very small businesses under three years old, with no balance sheet, existing scores lacked data. The new model automatically approves more applications without increasing risk.

The project

The model was integrated into the IT systems of Renault’s financing subsidiary, faster than other comparable integrations.

Document analysis

NEO

The right document in the right file

Finding the paragraph that answers a question among thousands of documents, and producing a reliable summary of it.

How it works

NEO selects the relevant documents, extracts the useful passages and writes a summary that links back to each source.

05 · Transport and logistics

An expert on hand for everyone.

General-purpose models knew little about the sector’s rules. A specialised assistant, built on expert knowledge, does better.

AI CARGO

NEO

An assistant for decarbonising logistics

A specialised conversational agent, branded for AI CARGO, that gives the advice of a transport expert, drawing on a library built up by specialists.

The project

The assistant covers the sector’s international standards and regulations. Users go straight to the resources they need to cut the carbon footprint of their shipments.

All teams

Models

Translating and summarising at scale

Contracts, manuals, correspondence with partners: models hosted in France translate and summarise large volumes of documents.

How it works

Documents are prepared, translated and then reviewed by the teams concerned, without ever leaving a controlled environment.

Research

French and European research programmes.

These projects, backed by France 2030, France Relance and the European Union among others, feed into our products.

  • RenovAIteAI for the energy renovation of buildings and roads, in a Franco-German project.France 2030
  • AUTENDAssisted analysis of non-destructive testing in power plants, with Omexom and LAUM.France Relance
  • SCRIBEFoundation models and sector-specific models, with public research and industry.France 2030
  • CylviaAI models for cybersecurity: typosquatting, anomalous events, classification.Campus Cyber
  • CybiahHelping SMEs and public bodies protect themselves, within an eleven-member consortium.EU · Île-de-France

Demo, API access or workshop

Let’s talk about your project.

A specific question?

A NEO demo, access to the models API, a workshop on your data: tell us what you are looking for and an expert will get back to you.

sales@pertimm.com