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Artificial Intelligence at ESA

AI-generated illustration

Per Machinam Ad Astra. The Artificial Intelligence Competence Centre (AI-CC) drives the European Space Agency's efforts to advance AI technologies and applications for space. In practice, our team:


NewsStay up-to-date

RoadmapVision and Direction

The ESA AI strategy identifies four key domains

Key domains of the AI Strategy (AI-generated illustration)

Key documents

ESA AI Conference

ESA AI Strategy

This document sets out ESA’s vision to become a leader in applying AI to accelerate space innovation, strengthen European sovereignty, extract greater value from space data, and improve organisational efficiency.

The strategy promotes a federated, Agency-wide approach that combines innovation, operational excellence, responsible AI practices, and collaboration with industry, academia, and Member States to ensure Europe remains competitive in the rapidly evolving AI landscape.

Download



AISSA

AISSA - Enabling AI for Space Systems Applications

The 2025 ESA Technology Harmonisation Dossier on AI, AISSA, coordinates the development of AI across the European space sector by outlining R&D directions, reliability standards, and technology timelines to keep European space capabilities competitive.

As an entity based in Europe or Canada, you can request access to the harmonisation dossier here.

More info about the Harmonisation process can be found here



2040

ESA Strategy 2040

Strategy outlining upcoming challenges and opportunities up to 2040. This document is framed around five goals:

- Protecting our Planet and Climate

- Exploring and Discovering

- Strengthening European Autonomy and Resilience

- Boosting Growth and Competitiveness

- Inspiring Europe

Access here

Use Cases
Mission Design
and Engineering
Mission
Operations
Insights from
Mission Data
Agency Efficiency
and Effectiveness
MissionRequirements Mission requirements & design definition

AI supporting milestones reviews, definition and tracking of requirements for complex systems, interacting with MBSE (Model-Based Systems Engineering) tools and models.

SystemsSubsystemsModeling Supply chain & logistics

End-to-end supply chain visibility, Automated space logistics networks.

GenerativeDesign Generative Design & Optimisation

AI-driven generative design for spacecraft components, and digital twins for predictive maintenances

AIPoweredPlatforms AI-powered platforms & payloads

Neuromorphics hardware, edge computing for onboard AI execution.

AutonomousOperations Autonomous Operations

Spacecraft health monitoring, rendezvous & docking, self-organizing networks (SONs), autonomous rovers and probes

MissionPlanning Mission Planning & Decision Support

AI-enhanced decision support, Swarm intelligence

SpaceSafety Space Safety & Traffic Management

Debris detection & collision avoidance, Space weather forecasting

Cybersecurity Cybersecurity for Ground/Space Segments

ScientificDiscovery Scientific Discovery

Reveal previously unknown phenomena, relationships and insights hidden within large-scale scientific and mission datasets.

EOIntelligence Earth Observation Intelligence

Automatically detect, classify and monitor environmental features, changes and events from EO data to generate actionable insights at scale.

PredictiveModelling Predictive Modelling & Forecasting

Use historical and real-time mission observations to predict future environmental conditions, trends and system behaviour.

OnboardAnalytics Onboard Autonomous Analytics

Process and interpret data directly onboard spacecraft to detect events of interest and prioritise what information is sent back to Earth.

AIPoweredPlatforms Knowledge Management

Virtual assistants to accelerate knowledge retrieval, AI-enhanced knowledge databases

SystemsSubsystemsModeling Training & upskills

SystemsSubsystemsModeling Outreach

(AI-generated illustration)

ProjectsLearn from the past to shape the future

ESA has already executed multiple activities and initiatives on AI topics. Here are a sample of our most recent activities. More details can be found in Nebula Public Library, the activities portal, or by contacting .

Running Completed
Status Starting Year Title Activity Type Link
Running 2026 Machine Learning for Atmospheric Impact of Launchers Expro+ Discovery > Technology Development Element link
Running 2026 AI Hardware Acceleration of RF Payload Processing for Next-generation Cognitive Satellite Discovery > Early technology development link
Running 2026 Ai-powered Smartphone Antenna System Enabling Direct Satellite Voice, Data, And Video Discovery > Early technology development link
Running 2026 EO-STRESS: Mapping Future Environmental Degradation with EO and ML under Shared Socioeconomic Pathways Discovery > Co-sponsored Research link
Running 2026 Explainable AI For Wildfire Early Warning: Trustworthy Prediction Models For Copernicus Emergency Management Discovery > Co-sponsored Research link
Running 2026 Explainable Machine Learning for Space-Compatible Quantum Chips Discovery > Co-sponsored Research link
Running 2026 LandOS: Democratising Earth Observation — An AI Platform to Make EO Information Accessible, Insightful and Actionable for Portuguese Municipalities ESA Φ-lab > Product Development link
Running 2026 Machine Learning for Novel And Automated Spectral Line Assignment Discovery > Co-sponsored Research link
Running 2026 Onboard Unsupervised Online Learning for Earth Observation: Towards Self-adaptable Embedded Ai Systems Discovery > Co-sponsored Research link
Running 2026 Physics-informed Graph ML for Real-time Satellite Fault Detection And Control with Limited Telemetry Data Discovery > Co-sponsored Research link
Running 2026 Physics-informed Machine Learning for Safe Learning-based Control in Space Applications Discovery > Visiting Researcher link
Running 2026 Tensor-Network Compression for on-Board AI under Power And Memory Constraints Discovery > Early technology development link
Running 2026 Unleashing AI for Space Using Advanced Set Propagation Discovery > Co-sponsored Research link
Running 2026 Unlocking the Potential of Quantum Machine Learning Algorithms for Earth Observation Discovery > Co-sponsored Research link
Running 2026 Vortex - Unlocking High-Level Space Application Programming of the AI Engines in Versal-Class on-Board Computing Discovery > Study link
Completed 2025 AI for automation of operations preparation and operational simulation link
Running 2025 Ai Visual Copilot ESA Φ-lab > Product Development link
Running 2025 Ai-based Automatic Hazard Detection in Lunar Surface Images Discovery > Co-sponsored Research link
Running 2025 Autonomous Attitude Guidance And Control for Agile Maneuvering Spacecraft Discovery > Co-sponsored Research link
Completed 2025 Brain-inspired Computing with Spiking Neural Networks And Risc-v Discovery > Visiting Researcher link
Running 2025 Closing the Verification Gap: AI-powered Requirement Verification for FPGA Designs Discovery > Early technology development link
Running 2025 Determining Maximal Metabolic Parameters from Submaximal Assessments Using Deep Learning Discovery > Early technology development link
Running 2025 Dynamic Property Estimation And Control of Large Space Structures During In-space Assembly Discovery > Study link
Running 2025 Engine ESA Φ-lab > Product Development link
Running 2025 Modhif. Modelling High Frequency Combustion Instabilities for Innovative Propulsion: from High Fidelity Simulations to Low Order Models Featuring Machine Learning Discovery > Co-sponsored Research link
Running 2025 Robodress - Robotic Construction with Found Materials: Rock Dressing Via Breaking And Reshaping Discovery > Co-sponsored Research link
Running 2025 Ssl4reo: Self-supervised Deep Learning for Bayesian Regression Tasks in Eo Discovery > Study link
Completed 2025 Towards Onboard Autonomy: Deployment of Ml-based Anomaly Detection on Space-qualified Hardware Discovery > Visiting Researcher link
Completed 2024 AI for automation of satellite health monitoring and ground operations link
Completed 2024 AI qualification and validation services for space systems operations link
Completed 2024 AI visual monitoring technologies link
Completed 2024 AI-based decision support system for mission operations link
Completed 2024 Advanced Synthetic Data And Pose Estimation Framework for Enhanced Autonomous Spacecraft Operations Discovery > Early technology development link
Running 2024 Ai-based Multi-sensor Data Fusion for Autonomous Navigation around Asteroids Discovery > Co-sponsored Research link
Completed 2024 Assessments to prepare and de-risk technology developments- AI-based monitoring of robotic Large Format Additive Manufacturing in space uncontrolled environment link
Completed 2024 Assessments to prepare and de-risk technology developments: AI AUGMENTED STAR TRACKER PERFORMANCE ENHANCEMENT link
Completed 2024 Astromlops: Revolutionising Astronomical Data Processing with an Mlops-driven Automated Pipeline Discovery > Co-sponsored Research link
Running 2024 Autonomous Ai-aided Relative Navigation for Partially Known Uncooperative Targets: Tackling Uncertainties in Close-proximity Operations Discovery > Co-sponsored Research link
Completed 2024 Codextec – A Testbench for the Exploration And Exploitation of Open-source Large Language Models for Enhanced Software Engineering Processes in European Space Projects Discovery > Early technology development link
Running 2024 Enabling the Use of Socs Embedding a Machine Learning Accelerator in Satellites And Institutional Missions Discovery > Co-sponsored Research link
Completed 2024 Neurospace: Pioneering Neuromorphic Ai Acceleration in Space-grade Microprocessors Discovery > Early technology development link
Completed 2024 Onboard Artificial Intelligence for Adaptive Sar Raw Data Compression at Global Scale Discovery > Study link
Running 2024 Ovarian Follicle-on-chip Model for the Investigation And Treatment of Microgravity-dependent Abnormalities by Using a Machine Learning Approach Discovery > Co-sponsored Research link
Running 2024 Regolith Intelligence: Isru Prepping with Machine Learning Research on Lunar Rocks Discovery > Co-sponsored Research link
Running 2024 Toward a Foundation Model for Multi-sensor Earth Observation Data with Language Semantics Discovery > Co-sponsored Research link
Completed 2024 Transfer of Sea Ice Freeboard from Cryosat-2 to Sentinel-1 Using Deep Learning Discovery > Co-sponsored Research link
Running 2024 Udsm Ai-engine for Reliable, Energy-efficient Next-generation Satellites Discovery > Co-sponsored Research link
Completed 2024 Assessments to prepare and de-risk technology developments- LARS Sim - Large AI & Robotics Space Simulator link
Completed 2023 Ai Supported Ndi Methods for Ceramic Components link
Completed 2023 Artificial Intelligence for large fleet network management link
Completed 2023 Artificial Intelligence for quality control (AI4QC) link
Completed 2023 Artificial Intelligence security monitoring platform link
Completed 2023 De-risk assessment: AI-based SAR focusing prototype link
Completed 2023 Few-shot Anomaly Detection in Satellite Telemetry Discovery > Study link
Completed 2023 Fpg-ai: a Technology Independent Framework for Edge Ai Deployment Onboard Satellite, And its Characterisation on Nanoxplore Fpgas Discovery > Early technology development link
Completed 2023 Generating an Open Ai Training Data Set for Moon Craters with Crowd Science Via a Videogame Discovery > Study link
Completed 2023 Getting the Most Out of Image-level Labels: Weakly Supervised Learning for Hyperspectral Image Analysis Discovery > Study link
Completed 2023 How Does Machine Learning Taste: Extending Model-based Design Techniques to Support Machine Learning Applications Integration Discovery > Co-sponsored Research link
Completed 2023 Large Language Model Agent to Interact with Earth Observation Data Discovery > Study link
Running 2023 Leveraging High Reliability Low Latency Machine Learning for Imaging during Very Fast Autonomous Fly-by Missions Discovery > Co-sponsored Research link
Running 2023 Ml-optimized Low-profile Antennas For Small Satellites Discovery > Early technology development link
Running 2023 New Approaches for the Validation of Vision-based Navigation Discovery > Co-sponsored Research link
Running 2023 Novel Machine Learning Approach Based on Graph Neural Network (gnn) to Address the Complex Micro-physics of Material Strength Properties for the Design And Verification of New Spacecraft Components Discovery > Co-sponsored Research link
Running 2023 Novel Memristor-based Neural Network Accelerators for Space Applications Discovery > Co-sponsored Research link
Completed 2023 Optimised Artificial Intelligence Hpdp Interface Using Klepsydra Streaming Discovery > Early technology development link
Completed 2023 Preparation of enabling space technologies and Building Blocks: Machine Learning-Based On-Board Autonomy, Failure Prognostics and Detection on Small Satellites link
Running 2023 Rhizome 2: Scaling-up Capability of Human-robot Interaction Supported Approaches for Robotically 3d-printing Extraterrestrial Habitats Discovery > Co-sponsored Research link
Running 2023 Risc-v Based Soc Featuring a Soft-gpu Hardware Accelerator for Artificial Intelligence On-board Discovery > Co-sponsored Research link
Completed 2023 Spotted - Spatio-temporal Fusion And Artificial Intelligence for Plastic Debris Detection Discovery > Study link
Running 2023 Using Spatial Augmented Reality to Improve Astronauts' Situational Awareness And Training Efficacy Through a Novel Seamless Transition Between Training And Operation for Future Lunar Missions Discovery > Co-sponsored Research link
Running 2023 Utilizing Machine Learning Techniques to Develop Physics-informed Generative Design Algorithms for Additive Manufacturing Discovery > Co-sponsored Research link
Completed 2022 A Comparative Study of High-level And Low-level Implementation of Deep Learning Models for Spacecraft Discovery > Study link
Running 2022 AI-enhanced Real-time Identification And LFT Based-control for Space Systems Discovery > Co-sponsored Research link
Completed 2022 Adaptive Sar Signal Compression through Artificial Intelligence Discovery > Study link
Completed 2022 Adaptive Sar Signal Compression through Artificial Intelligence Discovery > Study link
Completed 2022 Ai Aided Ar/vr Applications And Vr Aided Ml link
Completed 2022 Ai at the Edge: Deep Cube Service Iod/iov Discovery > Study link
Completed 2022 Ai for Model Based Diagnostic at System Level (aimsys) link
Completed 2022 Ai-based On-board Reconfigurable Fdir And Lifetime Prediction for Constellations Discovery > Early technology development link
Completed 2022 Ai-powered Digital Assistant for Space - System Engineering link
Completed 2022 An Ai-based System for Active Tracking of Earth Features from Ops-sat Discovery > Study link
Completed 2022 Artificial Intelligence Applied to Code Repair after Code Static Analysis Verification Discovery > Early technology development link
Completed 2022 Artificial Intelligence for Improved GNSS Precise Products link
Completed 2022 Deep Neural Networks for Geomagnetic Forecasting Discovery > Co-sponsored Research link
Completed 2022 Dual-camera Satellite with On-board Ai-based Decision Making Capabilities Discovery > Study link
Running 2022 Enabling Fast Modeling of Large Interdependent Data Sets Using Graphical Neural Networks Discovery > Co-sponsored Research link
Completed 2022 Esa Anomalies Dataset for International Ai Anomaly Detection Benchmark link
Completed 2022 Explainable Secure Deep Learning Software for Spacecraft Gnc Systems Discovery > Early technology development link
Completed 2022 Fast Design Algorithms for Antenna Arrays Using Machine - Learning Discovery > Early technology development link
Completed 2022 Hybrid Edge-cloud Ai Accelerated Astrometric Reduction Pipeline for Agile Near-real Time In-situ Space Surveillance And Tracking Discovery > Study link
Completed 2022 Innovative Coarse-grained Reconfigurable Array Platform for Computing Artificial Intelligence On-board Discovery > Co-sponsored Research link
Completed 2022 Machine Learning Automated Test Processes (malt-p) link
Completed 2022 Machine Learning Platform of Spacecraft Operational Datasets link
Completed 2022 Neural Network Software/hardware Auto-coding from Standard Onnx Definition Discovery > Early technology development link
Completed 2022 On-board Anomaly Detection from the Ops-sat Telemetry Using Deep Learning Discovery > Study link
Completed 2022 Onboard Fdir Based on Ai Techniques with Data Streams from Columbus And Autonomous Tm Management Control, Early Technology Project for Future Orbital Missions Discovery > Early technology development link
Completed 2022 Physical And Chemical Properties of Mercury's Surface through Data Mining Approaches Discovery > Co-sponsored Research link
Completed 2022 Saasy Ml - Onboard Machine Learning Software As a Serivice for Experimenters Discovery > Study link
Running 2022 Soft Annelid-inspired Robot with Peristaltic Gait Using Low Voltage Fault-tolerant Artificial Muscles for Planetary Exploration Discovery > Co-sponsored Research link
Completed 2022 Tia (test, Improve, Assure) - Providing Safety Guarantees for Ml-based Components through Automated Debugging And Input Generation Discovery > Co-sponsored Research link
Completed 2021 A Novel Machine Learning Based Perspective to Identify And Model Ocean Precursors to Extreme Hurricane Development. Discovery > Co-sponsored Research link
Running 2021 AIX: AI-eXpress GSTP > Technology de-risking link
Completed 2021 Ai Enhanced Impact Monitoring System Discovery > Early technology development link
Completed 2021 An AI Assistant to Interact with Remote Sensing Images Discovery > Co-sponsored Research link
Completed 2021 Application of Machine Learning And Artificial Intelligence Technologies for Process Data Analysis link
Completed 2021 Artificial Intelligence Techniques for GNC Design, Implementation And Verification link
Completed 2021 Artificial Intelligence Techniques for Gnc Design, Implementation And Verification link
Completed 2021 Artificial Intelligence for Terrain Relative Navigation in Unknown Environment (atena) link
Completed 2021 Cots AI in Space Discovery > Early technology development link
Completed 2021 Cots Ai Accelerators in Mixed-criticality High Performance Avionics for Reconfigurable Satellites Discovery > Study link
Completed 2021 De-risk assessment: Development of Machine Learning Models for Predicting the Evolution of Satellite Collision Risk in Time link
Completed 2021 Deep Learning for Space (Prime A) link
Completed 2021 Deep Learning for Space (Prime B) link
Completed 2021 Earth Observation And Ai for Arctic Sea Ice Concentration Mapping Discovery > Co-sponsored Research link
Completed 2021 Global Autonomous Navigation System for Planetary Approach And Landing Discovery > Co-sponsored Research link
Completed 2021 Machine Learning-based on Board Autonomy, Failure Prognostics And Detection link
Completed 2021 Machine Learning-driven Design Requirements for Future Esa Exo-life Finder Observatories Discovery > Co-sponsored Research link
Completed 2021 Modular Robotic System for Lunar Applications Discovery > Early technology development link
Completed 2021 Physics-aware Automated Machine Learning (pa-automl) for Earth Observations Discovery > Co-sponsored Research link
Completed 2021 Preparation of Enabling Space Technologies And Building Blocks: Gnss-ai On-edge - Onboard Detection of Gnss Signal Disturbances by Dnn link
Completed 2021 Robust Machine Learning Systems for Dependable Space Applications link
Completed 2020 A Novel Design Framework for Rapid And Efficient Artificial Intelligence Deployment for On-board Space Applications Discovery > Co-sponsored Research link
Completed 2020 Advanced Maritime Targets Recognition from SAR Images Exploiting Target's Micro Motions And AI Discovery > Co-sponsored Research link
Completed 2020 Artificial Intelligence (ai) And Natural Language Processing (nlp) to Support Space Engineering Activities Discovery > Early technology development link
Completed 2020 Artificial Intelligence And Drones Supporting the Detection And Mapping of Floating Aquatic Plastic Litter (aidmap) Discovery > Early technology development link
Completed 2020 Artificial Intelligence Techniques for GNC Design, Implementation And Verification link
Completed 2020 Artificial Intelligence for Space Traffic Management Discovery > Co-sponsored Research link
Completed 2020 Artificial Intelligence-assisted Optical Navigation for Early Characterization Phase of Small Body Missions Discovery > Co-sponsored Research link
Completed 2020 Cultural Landscapes Scanner (CLS): Earth Observation And Automated Detection of Subsoil Undiscovered Cultural Heritage Sites Via AI Approaches Discovery > Co-sponsored Research link
Completed 2020 Detection And Tracking of Large Marine Litter Based on High-resolution Remote Sensing Time Series, Machine Learning, And Ocean Current Modelling (trace) Discovery > Early technology development link
Completed 2020 Detection of Ocean Litter Plastics with Hyper-to-multispectral Infrared Neural Networks (dolphinn) Discovery > Study link
Completed 2020 Mbse Enhanced by Semantic Datalake Integration And Machinelearning Model Based System Engineering Discovery > Early technology development link
Completed 2020 Novel Estimation of Shallow Water Bathymetry Using Icesat-2 Laser Altimetry, Signal Processing And Machine Learning And Sentinel-2 Optical Data in a Highly Automated Approach Discovery > Early technology development link
Completed 2020 Remote Sensing for Marine Litter- Using Deep Learning Methods for Plastic Litter Detection from Satellite Remote Sensors Discovery > Study link
Completed 2020 Using Chatbot Technology to Assure Quality Knowledge Capture from Space Experts for Rapid Transfer through Systematic Learning. Discovery > Co-sponsored Research link
Completed 2020 Using Machine-learning to Characterise Failures of Space-born Atomic Clocks Discovery > Co-sponsored Research link
Completed 2019 Artificial Intelligence Techniques in On-board Avionics And Software link
Completed 2019 Generative Artificial Intelligence for High Performing Inversion Models link
Completed 2019 Proactive Performance Monitoring Engine Using Predictive Machine Learning Techniques for Systems Evaluated on Space And Non-space Use Cases link
Completed 2019 Synergic Use of Blockchain And Deep Learning for Space Data link
Completed 2019 for In-flight Artificial Intelligence Proof of Concept Experiments link
Completed 2018 Deep Learning in Space: Solar Flares Detection (dl-space) link

Tools

Agentic Workflow to support space projects.
Description An extensive agentic AI framework that combines LLMs with engineering tools for project-wide engineering analyses, document search and information retrieval.
ORBIT knowledge graph explorer
Use Cases Examples Requirements & System Engineering; Flight Software & Verification; AIT, operations & anomaly investigation.
ORBIT code review
Access ESA internal for now
DocFill Leveraging LLMs to fill technical templates.
Description Built on Docling and Pydantic, DocFill ingests technical data, to populate a user defined template.
Use Cases Examples Feasibility report generation from final presentation documents and recording.
Access ESA internal for now

The AI (Astral Inferences) blog Coming soon

Our events

AI@ESA logo
Past event 4th–5th February 2025

AI@ESA 2025

ESTEC, Noordwijk, NL

First edition of AI@ESA: a two-day internal event bringing together the ESA AI community to share projects across directorates and discuss trends.

Visit event page
AR4SpaceLogo
Past event 31st Aug. - 03rd Sept. 2025

Optimization and Automated Reasoning for Designing Future Space Missions

Wadern, DE

Automated Reasoning for Space Workshop Series (ar4space). Dagstuhl Seminar.

Visit event page
AI STAR logo
Past event 3rd–5th December 2025

AI STAR 2025

ESOC, Darmstadt, DE

Third edition of the AI STAR Symposium — Artificial Intelligence on Theory, Application, and Research, bringing together industry, academia, policy, and research voices.

Visit event website
QC logo
Past event 10th March 2026

QC@ESA

ESTEC, Noordwijk, NL

An ESA internal event bringing together everyone at ESA working in or around quantum computing, across directorates, domains, and disciplines.

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AI@ESA 2026 logo
Past event April-June 2026

Space Optimization Competition (SpOC)

Remote

SpOC is a series of computational competitions targeting the genetic and evolutionary computation community. Jointly organized by ESA's AI and Data Science Sectionm, ESA's Advanced Concepts Team, in collab. with the Genetic and Evolutionary Computation Conference (GECCO).

Visit event page
AI@ESA 2026 logo
Past event 15th–16th June 2026

AI@ESA 2026

ESTEC, Noordwijk, NL

Second edition of AI@ESA: two-day internal ESA AI community event with technical deep dives, panels, lightning talks, and demos.

Visit event page
FLOC 2026 logo
Past event 18th July 2026

Workshop on Formal Methods in Quantum Computing

Lisbon, PT

2nd edition of workshop. Co-located with FLoC 2026. Bridging the gap between research communities and foster the transfer of technology and methodologies from computer science.

Visit event page
AR4SpaceLogo
Past event 25th July 2026

Automated Reasoning for Future Space Logistics

Lisbon, PT

Automated Reasoning for Space Workshop Series (ar4space). Co-located with FLoC 2026. Exploring how automated reasoning can address key challenges in future space logistics.

Visit event page
Today
SPAICE logo
Upcoming 21st–23rd October 2026

SPAICE 2026

ESTEC, Noordwijk, NL

Third edition of ESA's SPAICE Conference on AI for space exploration — autonomy, EO foundation models, and more.

Visit event website
AI@ESA 2026 logo
Upcoming June 2027

AI@ESA 2027

ESTEC, Noordwijk, NL

Details and registration to follow — check back closer to the date.

Link coming soon
ComingSoon
Upcoming 25th-29th October 2027

ESA AI Week

ESTEC, Noordwijk, NL

Details and registration to follow — check back closer to the date.

Link coming soon

Publications

Business with ESA

More information about ESA funding programmes is available under Business with ESA. Competitive calls are published on ESA-Star.

All Open Tenders for AI projects at ESA

Title Objective Price Range Open Date Closing Date Link
DIGITAL TWIN OF ATTITUDE AND ORBIT SENSORS - EXPRO+ To develop and test a model for a digital twin of attitude and orbit control system (AOCS) sensors as well as toassess compatibility of this multi-physics model-based digital twin with on-board self-calibration employing datadriven techniques and withthe simplification of ground verification processes of new satellite platforms. > €500k TBC TBC esa-star publication
USER MANAGEMENT SERVICE (UM-SER) =The User Management Service contract will encompass a comprehensive suite of offerings designed to support and enhance user interactions and experience for ESA and Third PartyEO Missions. > €500k TBC TBC esa-star publication
NON-ORTHOGONAL MULTIPLE ACCESS (NOMA) FOR BEYOND 5G (B5G) SATELLITE SYSTEMS (ARTES 4.0 SPL 5G/6G 3F.060) - EXPRO+ - RE-ISSUE The objective is to develop, implement and test Non-Orthogonal Multiple Access (NOMA) on the uplink of a Beyond 5G (B5G)satellite system. The link shall be representative of3GPP-compliant Non-Terrestrial Network (NTN) scenarios. > €500k 14/09/2026 09/11/2026 13:00 CET esa-star publication
GT1I-805GA SECURITY FRAMEWORK FOR AI APPLICATIONS (EXPRO+) This activity will develop an'MLSecOps' framework, i.e. a comprehensive set of practices and tools, processes, and datasets to address new vulnerabilities. These will be integrated with operational MLOps infrastructure and validated in a space system context. > €500k 25/08/2026 12/10/2026 13:00 CET esa-star publication
OPEN RADIO ACCESS NETWORK FRAMEWORK FOR THE END-TO-END MANAGEMENT OF REGENERATIVE NON-TERRESTRIAL-NETWORK ACCESS NODES (ARTES 4.0 SPL 5G/6G 3F.039) The objective of the activity is to enhance the existing Open Radio Access Network (ORAN) framework to support 5G/6G Non-Terrestrial-Network (NTN) payloads, while integrating the ORAN adaptations with conventional ground segment control centres.Targeted Improvements:1) Adapt the of Enhanced Open Radio Access Network (ORAN) interfaces to support Non-Terrestrial-Network (NTN) 5G/6G payload2) Improve the ORAN Transport network layer3) Enable the Integration of ORAN interfaces into the ground segment operations for system interoperability4) Enable new applications for NTN payloads. > €500k 10/07/2026 07/10/2026 13:00 CET esa-star publication
FUTURE EARTH OBSERVATION ARCHITECTURE FOR AI (ARCH-AI): NUMERICAL WEATHER PREDICTION (NWP) AND NUMERICAL OCEAN PREDICTION (NOP) - EXPRO PLUS The ARCH-AI studies examines how the entire EO system-of-systems (space, ground, data, interfaces) must evolve to support AI-native and hybrid forecasting,while maintaining continuity, reliability, and European strategic autonomy. €200-500k 24/06/2026 18/09/2026 13:00 CET esa-star publication
POWER MODULE FOR AUTONOMOUS SATELLITES (ARTES AT 4F.095) EXPRO + - RE-ISSUE (1-12220) The objective of the activity is to design, manufacture and test a power module that will be integrated in an autonomous spacecraft architecture. > €500k 19/06/2026 18/09/2026 13:00 CET esa-star publication
EMBEDDING AT SCALE - EXPRO+ The objective of this activity is to develop technologies, methods and tools required to establish a system capable of generating, retrieving and utilizing embeddings at regional and global scale from multimodal EO data (e.g., Sentinel missions at different product levels, VHR data, SAR data...). 15/06/2026 29/09/2026 13:00 CET esa-star publication
SOFTWARE DEFINED SATELLITE AVIONICS DEVELOPMENT ENVIRONMENT (ARTES AT 4G.046) EXPRO+ RE-ISSUE (1-12222) The objective of the activity is to produce a software development environment able to configure and build the full avionics software of a satcom using a model-based approach. > €500k 09/06/2026 15/09/2026 13:00 CET esa-star publication

OSIP Platform

Submit your idea through our OSIP platform either to answer a campaign or through the Open Channel to propose innovative studies and research projects.
Title Description Budget Duration Start/End TRL Closing Date Link
Open Discovery Ideas Channel Permanent open call for ideas that do not fit into any specific campaigns or channels. Submit innovative co-sponsored research, study or Early Technology Development (ETD) there. 20k-90kE for research, 20k-100k for study, 50 - 175 K€ for ETDs up to 18 months for ETDs <4 N/A ESA OSIP

GSTP AI Compendium

31 activities focusing on topics that cover the deployment of AI throughout the engineering lifecycle, from early-stage design and simulation to operational autonomy, and data management, with collaborative tools, robust frameworks, and cutting-edge AI methods at the core. Each activity focuses on the development and application of AI techniques identified as having the greatest potential to enhance space system capabilities or to enable entirely new missions and applications: AI for mission design/engineering, AI for mission operations, and AI for data insights. Access here: GSTP Element 1: Develop

*Letter of Support from your Country Delegation is needed.

Join Our Team

At ESA, you can contribute to projects that shape the future of space exploration, Earth observation, telecommunications, navigation and launch systems. We welcome students, graduates, researchers and experienced professionals from a wide range of disciplines, including engineering, science, IT, business and administration.

Whether you are looking for an internship, graduate opportunity, research fellowship or staff position, all current vacancies and programmes are available through the ESA Careers Portal.

Explore ESA Careers
Internships Graduate Traineeships Junior Professional Programme Research Fellowships Staff Positions

Applications are generally open to citizens of ESA Member States, Associate Members, European Cooperating States and Canada as a Cooperating State.