Our Scientific Edge

When no product
exists yet, we build
it together.

NukkAI works alongside organizations facing complex, safety-critical problems to co-develop decision systems — from first exploration to production.

Problems without existing technological solutions

High-stakes environments with strong operational constraints

Situations where explainability and human control are mandatory

Dynamic environments
where decisions must adapt in real time

From research to product — depending on maturity

Two partnership tracks designed for different technological
maturity levels

TRL 1-3

Research Phase

TRL 4-6

Technology develoment

TRL 7-9

Deployment Phase
TRL 1-3 Research Phase
TRL 4-6 Deployment Phase
TRL 7-9 Deployment Phase
exploration & research

Alpha Partnership

For early-stage problems (low TRL), where the challenge is still being defined.

Research framing and feasibility studies

Scientific exploration and prototype design

Strong involvement of research engineers and scientists

Toward a product

Beta Partnership

For more mature challenges, closer to operational deployment.

Prototype refinement and validation

Progressive transfer toward a product architecture

Preparation for industrialization and scaling

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Launch

From research to real-world systems
Validated solutions are deployed in real operational environments.


Some evolve into full products — like NukkAI’s aviation scheduling platform.

Building the right system, step by step

01

Framing

Clarify the problem, constraints, stakeholders, and success criteria.

02

Feasibility

Assess scientific and technical viability. Identify the right AI approaches.

03

Prototyping

Build and test a working prototype with real operational data.

04

Transfer

Transform validated prototypes into robust, production-ready systems.

Grounded in science.
Built for reality.

Our research does not stay in papers.
It becomes operational systems.

One of the rare startups conducting fundamental AI research

Systems designed to keep humans in control, by design

A unique AI approach combining reasoning and learning

A scientific toolbox built over years — used internally, not sold

Partnership domains

Active Domains

Real-time
Adaptation
Transport

Operations Re-Scheduling

Adapting aviation scheduling intelligence to optimize survey center operations in real-time, reducing delays and improving resource allocation.
Clinical
Validation
100%
Explainable
Healthcare

Toxicity Prediction

Supporting medical decisions with explainable AI models that predict treatment toxicity while keeping clinicians in control.

Explored Domains

Transport
R&D Partnership
Scheduling
Aviation
Defense
Healthcare
Ground transport

Some partnerships become products

Our aviation scheduling platform is the result of a co-development partnership. When a solution proves robust, transferable, and scalable, it can evolve into a full product.

NukkAI is one of the founding members of

FIADS is the Professional Association of French SMEs Specializing in AI for Defense and Security.

Together with its partners, NukkAI aims to provide concrete and comprehensive solutions to the challenges faced by our armed forces and the defense sector.

Frequently Asked Questions

Common partnership questions

How long does deployment typically take?

It depends on your Technology Readiness Level. Early-stage research projects may take 12-18 months, while adapting our proven aviation framework to similar domains can be faster.

How does this differ from traditional optimization or planning tools?

Our solution offers a level of performance and ease of interaction never seen before. Our optimizer generates high-speed planning that remains fully interactive for manual adjustments, while your custom constraints ensure the output perfectly matches your specific preferences.

What makes NukkAI different from other AI partners?

We built our products on sandboxes, whose are the result of research engaged by our researchers. Our goal is to simplify complex humans tasks by delegating them to AI agents. Yet, for us, the human is the one to take the decision.

How long does a typical partnership take?

The duration of a partnership depends on the level of technological complexity and the maturity of the underlying subject. While timelines vary based on your specific goals, a typical collaboration ranges from 3 months to 2 years.

Let’s explore your problem together

Whether you're facing a known challenge or exploring what's possible, we're here to discuss how our approach can address your critical decision systems.