What Nukkai does

NukkAI is a French artificial intelligence company founded in 2018 that builds neuro-symbolic decision systems for high-stakes, constraint-heavy environments. Its core technology combines symbolic AI and reasoning (knowledge representation, constraint modeling, logical inference) with neural learning, multi-agent coordination, and operations research optimization, validated by the 2022 NukkAI Bridge Challenge victory over 8 world champions and the AAAI 2025 Outstanding Paper Award. The company's flagship commercial product is Agentic Crew Scheduling, a SaaS platform that generates and regenerates airline crew plans in real time under hundreds of regulatory and operational constraints, with explainable outputs and human-in-the-loop validation. Operational metrics claimed include reducing flight pairing planning time from 6 days to 5-10 minutes and exploring billions of possible schedule combinations per optimization run.

NukkAI operates a dual business model: subscription-based SaaS for aviation crew planning (Agentic Crew Scheduling) and professional services via a co-development partnership track that adapts the same neuro-symbolic foundation to client-specific decision problems. The partnership program runs two tracks (Alpha for TRL 1-3 research and Beta for TRL 4-6 technology development) with engagements ranging from 3 months to 2 years. Distribution is direct enterprise field sales targeting airlines and transport companies, with regional expansion into the Middle East and Asia through the UAE subsidiary NukkAi Al Khaleej established in 2024. Named customers include ASL France, Transavia, Transdev, Thales, and an unnamed major European low-cost airline.

The company is privately held as NukkAI, SAS, headquartered in Paris with a Dubai regional office. Co-founders Véronique Ventos (Chief AI Officer, PhD in Symbolic AI from Sorbonne Paris Nord) and Jean-Baptiste Fantun (CEO, Ecole Polytechnique graduate) lead the firm, supported by a Scientific Board that includes internationally recognized AI researchers. The team comprises approximately 20-25 people including PhDs, research engineers, optimization experts, and bridge world champions. Beyond aviation, NukkAI has active or exploratory engagements in ground transport, healthcare (toxicity prediction), maritime/offshore quality & security, and defense (as a founding member of FIADS).

Name

Nukkai

Legal name

NukkAI, SAS

Website

https://nukk.ai

Company type

Private

Founded year

2018

Operating status

Operating

Headcount range

11–50 employees

Short description

NukkAI builds neuro-symbolic AI software for high-stakes decision systems, primarily serving aviation with its Agentic Crew Scheduling SaaS and extending via co-development partnerships to ground transport, healthcare, defense, and quality & security verticals.

Ownership category

akta.pro rank

Product category

AI Decision Intelligence Software

SIC

Services-Computer Programming Services (7371)

akta.pro primary industry

Crew Management & Scheduling (THABAIAB)

Keywords

• Crew scheduling software
• Neuro-symbolic AI
• Decision support systems
• Aviation scheduling
• Operations research

Headquarters

HQ city

Paris

HQ country

France

HQ region

Europe

Offices2 records

Markets served

GTM type

B2B

Offering type

Software

Cost components

Personnel, Technology or R&D, Operations, Marketing or Sales, Infrastructure

Revenue model

1. Agentic Crew Scheduling SaaS: First SaaS product offering crew scheduling software for aviation. Subscription-based model with configurable constraints and rapid deployment capabilities.
2. Co-development Partnerships: Partnership engagements ranging from 3 months to 2 years, involving research phase, technology development, or deployment. Some partnerships evolve into full products.

Go-to-market motion2 records

Distribution channels3 records

Marketing channels7 records

Core offering

NukkAI sells Agentic Crew Scheduling, a SaaS platform that generates and regenerates aviation crew plans in real time under regulatory, operational, and personal constraints, using neuro-symbolic AI with human-in-the-loop validation. Alongside the SaaS product, NukkAI offers a Technological Co-Development service that co-designs custom decision support systems for organizations in aviation, ground transport, healthcare, quality & security, and defense facing critical decision challenges.

Product overview

NukkAI offers a portfolio centered on Agentic Crew Scheduling as its primary SaaS product for aviation crew planning, combined with a Technological Co-Development service for custom decision system partnerships. The Agentic Crew Scheduling platform provides real-time scheduling with explainable AI recommendations and human validation, while the co-development service extends NukkAI's neuro-symbolic AI approach to organizations in healthcare, ground transport, and quality & security sectors facing critical decision challenges.

Differentiator

Problem solved

Functional benefit

Products and services

• Agentic Crew Scheduling Real-time agentic crew scheduling SaaS platform for aviation that generates and regenerates crew plans under extreme operational constraints. Handles hundreds of constraints simultaneously, processes thousands of daily disruptions, and explores billions of possible schedule combinations. Delivers explainable, human-in-the-loop recommendations and is configured per customer business rules and regulations such as EASA FTL.
• Technological Co-Development Co-design partnership service for organizations facing critical decision challenges. Uses the same neuro-symbolic scientific foundations as Agentic Crew Scheduling to build custom decision support systems adapted to specific operational constraints, ranging from 3 months to 2 years and covering exploration, technology development, and deployment across sectors such as healthcare, ground transport, quality & security, and defense.

Quantifiable outcome

• Reduced flight pairing planning time from 6 days to 5-10 minutes
• +4 more outcomes

Named customers5 records

Segments5 records

Ideal customer profiles3 records

Technology focussed Yes

API detail

Has API

No

API docs

API detail

Core technology

AI maturity

App detail

AI capability7 records

Feature8 records

Partnerships

Six partnerships are on record, tiered core and minor.

• TransdevcoreStrategic or Co-development PartnerGround transport co-development partnership for driver schedule personalization. Multi-objective optimization framework integrating individual driver preferences into bus scheduling for regional public transport depot while maintaining operational efficiency.
• ASL FrancecoreStrategic or Co-development PartnerAviation partnership for crew planning application development based on Artificial Intelligence. ASL France quote states partnership demonstrates what AI can positively bring to crew planning without being detrimental to humans.
• ThalescoreStrategic or Co-development PartnerStrategic partnership for decision support systems in critical environments. Co-development of decision systems addressing complex challenges.
• TransaviacoreStrategic or Co-development PartnerAviation scheduling partnership with European low-cost airline. Flight pairing optimization generating cost-efficient, regulation-compliant flight pairings.
• FIADSminorStrategic or Co-development PartnerFounding member of Professional Association of French SMEs Specializing in AI for Defense and Security. Aims to provide concrete and comprehensive solutions to challenges faced by armed forces and defense sector.
• Amal El Fallah SeghrouchnicoreOthersMember of Scientific Board with 30 years of AI research experience, expert in autonomous and explainable systems. Recognized as global leader driving ethical, inclusive AI.

Scale indicators7 records

Recent moves7 records

Expansion highlights6 records

Others

• Gurobi Optimization: Gurobi provides a leading commercial-grade mathematical optimization solver used to power workforce scheduling, planning and operations research applications. It is an enabler/alternative to the neuro-symbolic optimization underlying NukkAI's crew scheduler, frequently integrated by enterprise ops teams.
• AIMMS: AIMMS is a supply chain and operations optimization platform serving manufacturing, logistics and workforce planning use cases. Comparable to NukkAI in providing end-user-facing optimization for complex operational scheduling, though without the neuro-symbolic/agentic layer.

Broad incumbents

• C3.ai: C3.ai delivers enterprise AI applications across industries including aerospace and defense, with scheduling and predictive maintenance use cases. Comparable as a broad enterprise AI incumbent that overlaps with NukkAI's defense/aviation ambitions, although with a non-symbolic, model-centric approach.
• Amadeus: Amadeus Altéa suite covers crew management, planning and disruption recovery for airlines and is one of the largest airline IT vendors globally. It competes head-on with NukkAI in scheduling optimization while offering a much broader product set; a representative incumbent benchmark for AI-driven crew automation.
• Sabre Corporation: Sabre is a global airline IT incumbent providing crew planning, scheduling and operations across its Airline Solutions portfolio. While broader than NukkAI, Sabre overlaps directly on airline crew optimization and represents the type of large-vendor incumbent a neuro-symbolic challenger must displace.
• Navitaire (Accenture): Navitaire provides digital airline operations and crew solutions predominantly to low-cost and hybrid carriers. Operates in the same crew-scheduling adjacency as NukkAI's aviation product, with named overlap on low-cost carriers (e.g., Transavia-adjacent customers).

Emerging players

• Hexaly (formerly LocalSolver): Hexaly is a French mathematical optimization solver vendor whose technology addresses large-scale combinatorial problems including scheduling and resource assignment. Closest emerging competitor on the underlying optimization engine layer that NukkAI's neuro-symbolic system relies on for real-time replanning.

Regional players

• DecisionPoint Systems: DecisionPoint provides AI-driven decision-support and workforce optimization solutions aimed at operational efficiencies in logistics and similar verticals. Comparable to NukkAI's co-development optimization model for non-aviation industries, though active in different geographies.

Direct peers

• IBS Software: IBS Software offers iFlight Crew (crew rostering, planning and tracking) used by major carriers worldwide. It is one of the closest direct competitors to NukkAI in airline crew operations, addressing the same pain point (constraint-heavy, disruption-sensitive scheduling) with established enterprise deployments.
• Jeppesen (Boeing): Jeppesen, a Boeing subsidiary, operates Jeppesen Crew Rostering and Crew Pairing, the incumbent mission-critical crew scheduling systems used by most major airlines. Directly comparable to NukkAI's Agentic Crew Scheduling, with overlap on optimization, regulatory compliance (EASA FTL), and explainability requirements for crew planners.

Market position

Strengths5 records

Weaknesses5 records

Competitive moat5 records

Key risks7 records

Key highlights7 records

Customer concentration

• Xx.com/nukkailab1
• LinkedInlinkedin.com/company/nukkai

Compliance1 record

Revenue estimate

Valuation estimate

Number of profiles

Profiles4 records

Subsidiaries1 record

Funding overview

Funding rounds

Investors

Funding detail is available on the Subscription and Enterprise plan.Contact sales →

M&A

Investments

M&A and investment is available on the Subscription and Enterprise plan.Contact sales →

Frequently asked questions about Nukkai