KOREV builds custom AI agents and the infrastructure that runs them: business agents connected to your tools (email, Odoo, business software), dedicated applications, and Atlas, a model adapted to your data, installed on your premises or hosted in France. PRISM coordinates the agents and controls their work, and every task is traced.

Executives and CIOs of companies and organizations that want to hand work to AI agents without losing control of their data or their decisions. The projects cited on this site involve DICA France, a distributor of decorative laminates, and the Inovallée business network.

Which model is Atlas built on, and where is it installed?

Atlas is built on Olmo 3 32B, an open model released by the Allen Institute for AI (Ai2) under the Apache 2.0 license, with public weights, code, and training data. KOREV adapts it to the customer's data on ISO 27001-certified infrastructure, then installs it on a dedicated machine on the customer's premises (MSI EdgeXpert or AMD Ryzen AI Max) or hosts it in France. The adapted model belongs to the customer.

How are the agents controlled and traced?

PRISM coordinates the agents and controls their work according to the configured rules. For every task, the agent, the model, the sources, the rules applied, and the approvals are recorded. For operations that commit the company, PRISM cross-checks multiple models and suspends processing when in doubt, until a human approves. This reinforced control applies according to how critical the processing is: no agent makes a binding decision on its own.

Does KOREV guarantee AI Act compliance?

No. No software guarantees an organization's compliance on its own. The AI Act is a framework to comply with: human oversight, documentation, traceability, and risk management are built in from the design stage, and the organization remains responsible for how it uses AI.

How do we get started?

With a conversation about a concrete need: a process, tools, data. KOREV then proposes a scope, an installation option, and evaluation criteria, quoted on request. If the need isn't clear yet, the KOREV Pulse assessment helps define it.

Sovereign AI infrastructure · Custom agents

Your AI, installed on your premises.Every agent controlled and traced.

KOREV builds custom AI agents that plug into your tools, and the infrastructure that runs them. Atlas, our model built on Olmo 3 32B, is adapted to your data, then installed on your premises or hosted in France. PRISM coordinates the agents and controls their work; your teams keep the decision.

Discuss your project

Trust the future.

AI can already answer.The next challenge is trusting it with real work.

AnswerConversational AI
ExecuteAgentic AI
ActAutonomous systems

The moment AI acts, four questions arise.

Context: Does it understand your organization: its documents, its rules, its exceptions?
Action: Can it work on real cases, in real tools, without stepping outside its scope?
Control: Who approves, above what threshold, and what happens when there's doubt?
Accountability: Will you be able to explain and defend what it did, months later?

A better model doesn't answer these questions.Infrastructure you control does.

What KOREV does

Agents that work inside your company. Infrastructure that stays yours.

KOREV designs, installs, and maintains the whole stack: the agents, the applications built on them, and the model they reason with. Every project starts from your tools and your data.

Business agents inside your tools

Accounting · Sales · Administration · Logistics · Marketing

What we deliver

Specialized agents that analyze your email, draft replies, produce statistics and analyses, and work inside your software, including hybrid Odoo and agent systems.

Already delivered

At DICA France: email analyzed and replies drafted, sales statistics, briefs, and market analyses.

Read the DICA France story

Custom applications and SaaS

For your customers · For your teams · For your network

What we deliver

Applications built around your agents, when off-the-shelf software doesn't meet the need.

Already delivered

A decor visualizer for DICA France's customers. For Inovallée: tools for monitoring companies in its network, community management, and marketing.

Your model, on your infrastructure

On-premises · Cloud in France

What we deliver

Atlas adapted to your data, installed on a dedicated machine on your premises or hosted in France. PRISM coordinates the agents and controls their work; every task is traced.

Already delivered

At DICA France: Atlas, Evidence, and PRISM hosted by OVHcloud in Gravelines.

See the installation options

One constant rule: agents prepare and execute within a defined scope, and your teams approve anything that commits the company.

Discuss your project CIO / CISO: review the evidence and limits Examples by sector

Architecture

One system. Three functions.

Atlas · Think
Reason with your knowledge.
KOREV's model, adapted to each customer's data. It understands the organization's context and reasons over its cases. The adapted model belongs to the customer.
Built on Olmo 3 32B, an open model released by the Allen Institute for AI (Ai2), with public weights, code, and training data.
Atlas in detail
Evidence · Act
Work inside your processes.
The environment where KOREV agents handle cases, documents, research, and business tasks alongside your teams.
Evidence in detail
PRISM · Trust
Coordinate and control the agents.
The central AI that coordinates the agents and controls their work. On critical processing, it cross-checks multiple models, applies your rules, and suspends the result when in doubt, until a human approves.
PRISM in detail

Atlas reasons. Evidence puts the agents to work. PRISM coordinates and controls.

Explore the architecture

Customer story · DICA France

DICA France: AI infrastructure working across the business.

A decor visualizer for customers. Business agents for teams. Enhanced control of critical financial processing, contracts and executive briefs.

OVHcloud · Gravelines · France

Read the DICA France story

new accounts on the visualizer in two months: 300
of those accounts placed an order within seven days of a generation: 280

Source: figures reported by KOREV for an account cohort observed over two months. The window starts when the visual is generated. These accounts are not necessarily all new DICA customers.

Compliance and traceability

Every agent is accountable.Every decision can be justified.

Traceability: For every task, the agent, the model, the sources, the rules applied, and the approvals are recorded.
Human oversight: High-stakes decisions stay with your teams.
Auditability: The verifiable decision record format, based on hashes and signatures, is described in a public technical note.
Regulatory framework: The AI Act and the GDPR are treated as design requirements. They remain a framework to comply with: no software guarantees compliance on its own.
Data sovereignty: On-premises or hosted in France. External models are used only if you choose them.
Transparency: The Trust Center publishes what is available, what is partial, and what the limits are.

Designed for regulated environments. Designed to support governance and auditability.

Trust Center Research note: verifiable decision records

Installation

Your model, on your machine. Or hosted in France.

On-premises

A dedicated machine, on your premises.

Atlas and your agents run on an MSI EdgeXpert or an AMD Ryzen AI Max machine installed at your site. KOREV supplies it, or you buy it; either way, KOREV installs and maintains it.

In operation, your data and your model stay on your premises.

Cloud in France

The same system, hosted in France.

For distributed teams or sites without a server room: Atlas, Evidence, and PRISM are hosted in France. This is the option DICA France chose, with OVHcloud.

Hosted in France, with access restricted to your teams.

Adapting Atlas: It is carried out on ISO 27001-certified infrastructure; your data is transferred there over secure channels.
Ownership: The model adapted to your data belongs to you.
External models: Only if you choose them, for a specific use such as image generation. They are then listed in the project scope.

Discuss your installation Deployment in detail

Clients

Partners

External selection

France Digitale · Mapping startups Auvergne-Rhône-Alpes 2026

The KOREV film · 1 min

KOREV in one minute: the products and the sovereignty of your data.

Why enterprise AI can run inside your own infrastructure, and how Atlas, Evidence, and PRISM share the work.

French voice-over, English subtitles.

Excerpt from the KOREV manifesto: robotics and physical intelligence

KOREV Labs

Intelligence won't stay behind a screen.

Beyond software agents, KOREV Labs explores where AI meets the physical world.

KOREV is developing a neurosensory tissue for training AI models, covered by a filed patent. This work is carried out in partnership with CNRS, Inria, Université Grenoble Alpes, and CEA.

Embodied AI
Robotics
Neurosensory systems
Physical intelligence

Explore KOREV Labs

Real-world applications
Real-world signals
Evaluation
Models
Agents and robotics
New applications

KOREV also builds its own applications to test its technology in real-world conditions. Data enters this loop only within an explicit contractual and legal framework.

Frequently asked questions

The questions we hear before a first conversation.

What work would you hand to your agents?

Discuss your project

Investors, partners, researchers: contact@korev-ai.com

Trust the future.

Your AI, installed on your premises.Every agent controlled and traced.

AI can already answer.The next challenge is trusting it with real work.

The moment AI acts, four questions arise.

Business agents inside your tools

Custom applications and SaaS

Your model, on your infrastructure

One system. Three functions.

Reason with your knowledge.

Work inside your processes.

Coordinate and control the agents.

DICA France: AI infrastructure working across the business.DICA France: AI infrastructure working across the business.

Every agent is accountable.Every decision can be justified.

A dedicated machine, on your premises.

The same system, hosted in France.

Clients & partners

Clients

Partners

KOREV in one minute: the products and the sovereignty of your data.KOREV in one minute: the products and the sovereignty of your data.

Intelligence won't stay behind a screen.Intelligence won't stay behind a screen.

Frequently asked questions

What does KOREV do?

Who is KOREV for?

Which model is Atlas built on, and where is it installed?

How are the agents controlled and traced?

Does KOREV guarantee AI Act compliance?

How do we get started?

What work would you hand to your agents?What work would you handto your agents?

DICA France: AI infrastructure working across the business.

KOREV in one minute: the products and the sovereignty of your data.

Intelligence won't stay behind a screen.

What work would you hand to your agents?