Where Human and Domain Insight Shapes Data Precision
Our people bring the context, care and discipline that turn
complex data into compliant, reliable foundations for AI.
Our Global Expertise Built Over 20 Years
500+
Industry specialists and project managers
5
Countries across
Europe and Asia
200+
Enterprise projects delivered
2005
Year founded
#2
HR Award for Workplace Excellence
We Build Computer Vision Models for Healthcare, Earth Observation & Industry 5.0
Founded in 2005, we have grown from a data services provider in Madagascar to a global AI operations partner.
We combine domain-trained annotation teams, secure production centres and ISO-certified workflows to help organisations build reliable AI and computer vision systems.
Our teams specialise in highly regulated domains that demand precision, privacy and scale - from medical imaging datasets to geospatial segmentation and industrial inspection.
Trusted by Leaders in Healthcare, Earth Observation, and Industry
Over 200 AI and data enrichment projects delivered across Europe and Asia.
The Minds Shaping High Integrity AI Workflows
We’re a global team of experts dedicated to domain accuracy and data compliance across three key domains.
Healthcare
Medical specialists and project managers handle sensitive clinical data with precision and privacy.
Earth Observation
Geospatial analysts and annotation leads interpret satellite imagery to create AI-ready datasets.
Industry 5.0
Engineers and quality experts oversee visual inspection data for critical workflows.
Led by a management team with decades of experience in data operations and AI services
CEO
Pierre LeBarbier
Chief Operating Officer
Mathieu Debersee
Chief Revenue Officer
Eric Feddal
Chief Technical Officer
Yacine Petitprez
Head of Strategic Business
Jean Wattier
Two Decades of Building Trusted AI Operations
How we train and deploy advanced medical AI systems.
2023
Expanded Verticals and Achieved ISO 27001 Certification
We launched Agritech within the Earth Observation vertical, introduced our OBS offering, and earned ISO 27001 certification for information security.
2022
Strengthened Healthcare Focus and Launch of Pulse Platform
We participated in major radiology congresses (RSNA, ECR, JFR) and added new computer vision capabilities to our Pulse annotation platform.
2021
First Active Partnership with Capgemini
We launched our Partner Programme, formalising the collaboration with Capgemini.
2020
Opened Healthcare Centre in Asia and Europe Expansion
We opened a Healthcare Centre of Expertise in the Philippines and a new office in Brussels to increase client engagement and join Europe’s growing AI ecosystem.
2019
Launch of Our Pulse Platform
We launched the Pulse platform for managing data annotation projects accompanied by Google Cloud teams.
2018
Recognised for HR Excellence and Began Our Shift To AI
We received 2nd prize in the “Free Zone” category of the National HR Trophy competition. In the same year, we started supporting clients in their transition toward AI-driven data operations.
2014
Our Expansion into Asia
We deployed operations in the Philippines and Singapore, extending production capacity to serve clients across Asia.
2005
We Started as a BPO Platform in Madagascar
Founded in Madagascar, our BPO platform specialised in data capture, annotation and digital media.
IngeData is a great, effective partner and I’m glad we decided to work with them. They helped us set up a scalable annotation process with a hybrid team of radiologists and technologists. What we previously handled in-house simply wasn’t scalable — IngeData made the process much easier.
Steven Rankin
Chief Strategy Officer
Enlitic
IngeData's team of expert radiologists delivered precise, consistent annotations across more than 600 cases, with impressive efficiency. This project represents a major step forward in developing robust, clinically relevant AI models for breast cancer detection.
Jakob Wasserthal
Research Scientist
University Hospital Basel (TotalSegmentator)
The collaboration with IngeData allowed XXII Group to reach a high level of attractivity towards data scientists, since we are now able to provide them with abundant annotated data. These annotations are delivered by IngeData through our dedicated team of 20 annotators working hand in hand with our team. Considering the very tight market conditions on the data scientists market, this is a considerable business result for us to grow fast.
William Eldin
CEO
XXII Group
IngeData brought great project management skills to our project. I was a bit worried about our tight deadlines, but the quality of the project architecture secured the annotation workflows and ensured swift deployment and delivery. We could use IngeData’s annotations to retrain our AI models and hit our model accuracy targets.
Marion Rosenstiehl
Programme & Product Manager
SUEZ
IngeData does a really good job. It’s great how we set a labelling process to segment and label our satellite images. They built a specialised team of annotators for photo interpretation and my data labelling pipeline is now more efficient and qualitative. It’s almost like having my own team of annotators. I just choose the image dataset and add it to Ingedata’s annotation backlog. Thanks, guys!
Renaud Allioux
Chief Technology Officer
Preligens
We have successfully partnered with Ingedata on multiple projects covering hundreds of CT scans. By setting up a team of radiologists with project managers in the long run, we have achieved very high quality and swift execution of the projects. This setup builds trust and alleviates a lot of the burden during training and ramp up, with constant feedback helping to improve the annotation set up. We have obtained consistent and clean results both in complex protocols and precise segmentations.
Benjamin Renoust
Data and Knowledge Coordinator
Median Technologies