Rasph

Aindo's EIC Accelerator Makes Fake Patient Data That Works

October 21, 20261,027 words6 min

Medical AI needs patient records, and patient records are the data European institutions are least able to share. Aindo, founded in Trieste in 2018 as a spin-off of the advanced studies school SISSA and based at Area Science Park, generates synthetic datasets instead: artificial records that reproduce the statistical structure of real ones without containing anyone's personal data. Its platform is called SyDAi, and the US National Institute of Standards and Technology recognised it as best in class for optimising the privacy-fidelity trade-off, according to the CORDIS summary.

The EIC Accelerator selected the project, SydAi, at its October 2024 cut-off for blended finance, and CORDIS records a grant of €2,080,085.71 from April 2025 to March 2027 to scale the platform. The project frames the problem in money, citing a potential €14.03 trillion addition to global GDP from AI by 2030 and poor data quality affecting up to 80% of AI projects.

€2.08MEIC Accelerator grant for SydAi
71 of 1,211Companies selected in the cut-off, three of them Italian
€6MSeries A in October 2023

Company file

Legal entity
Aindo SpA, Località Padriciano 99, Trieste
Founded
2018, spin-off of SISSA
Investors
United Ventures (Series A lead), Vertis SGR
Product
SyDAi synthetic data platform, with healthcare, real-world evidence, synthetic control arm and clinical language model offerings
Certifications claimed
Europrivacy under Article 42 GDPR, ISO 9001, ISO 27001, UNI PdR 125:2022
Paid-up share capital
€88,105, per the company's own corporate information
EIC project
SydAi, agreement 101218531, April 2025 to March 2027

Private capital, then public

In October 2023 Aindo closed a €6 million Series A led by United Ventures with existing investor Vertis SGR, to hire about ten people and build tools for healthcare, finance and public administration, Area Science Park announced. Its own grants page lists the public money on top: the EIC award, a €249,921 regional proof-of-concept grant for a platform called SynthIA, a €40,437 grant for IT equipment, and earlier regional funding including a generative fashion-image project.

On the EIC award the company is precise about the odds: one of 71 companies selected from 1,211 applicants across Europe, and one of only three from Italy.

From generic synthetic data to healthcare

Aindo has narrowed its public positioning sharply toward health. Its website now leads with turning siloed healthcare data into clinical evidence and training vertical language models on clinical-grade data, with four offerings: planning and performance analysis for public health systems, synthetic cohorts for real-world evidence, synthetic control arms to reduce recruitment in clinical trials, and clinical language models. The compliance claims are as prominent as the technology: GDPR-ready, ready for the European Health Data Space, AI Act compliant, Europrivacy certified, ISO 27001.

Its published numbers are modest and specific: a 7.1% gain in sensitivity for models trained with its data, and access and study setup times going "from months to instant". The case studies and whitepapers are dated from March 2025 to September 2026, the most recent on predicting missing clinical follow-ups with AI-generated synthetic data. No customer is named in them.

The plan

A synthetic data platform that avoids the biases of the original data, copies complex relational databases and respects deterministic rules, scaled into privacy-critical sectors.

The record so far

A NIST citation, four ISO and privacy certifications, a partnership with IQVIA Italy and a ministerial endorsement; no named customer, no revenue and no published benchmark of the platform's own output.

  1. Working platformOn saleDocumented product with public docs site and whitepapers.
  2. Third-party recognitionNISTCited as best in class for the privacy-fidelity trade-off.
  3. Healthcare adoptionPartnershipIQVIA Italy agreement, April 2026; no deployment reported.
  4. Commercial scale-upNot reportedNo revenue, customer count or new round public.

Building the Italian health data argument

Rather than announcing customers, Aindo has spent 2025 and 2026 building the policy case for its product. It supported a report by The European House Ambrosetti with Novartis Italia on a "Synthetic Health Data Hub" in Friuli Venezia Giulia, convened meetings on AI and health in Milan under the patronage of the Lombardy region and in Rome, and joined AICROplus, the Italian clinical research organisation association. Italy's health minister Orazio Schillaci is quoted on its site on building a secure and interoperable health data ecosystem, and the researcher Davide Cirillo is quoted warning that synthetic data's potential depends on governance, transparency and regulatory clarity evolving with it.

In April 2026 it signed a strategic partnership with IQVIA Italy to scale synthetic health data adoption in the Italian healthcare system, the most commercially significant item it has announced since the Series A.

A product that exists because of European law

Aindo's market is created by regulation: GDPR limits what can be shared, the European Health Data Space will define how health data moves, and the AI Act adds documentation duties. Synthetic data is one of the few answers that lets institutions collaborate without moving patient records, which is why the company's certifications occupy as much of its homepage as its technology. The EIC grant backs a European tool for a European legal problem, and the company has kept its lobbying and standard-setting work in Italy, where the first customers would be public health systems.

Verdict

Aindo is further along than most: a real product, outside validation from NIST, certifications that matter to hospital buyers, and a partnership with the largest clinical data company in the market it is targeting. What is still missing after 18 months of the grant is evidence of use: no named customer, no revenue, no deployment case study and no periodic report. Six months remain.

Industry

Digital and computingEnterprise software

Focus
  • Data and knowledge software
Technologies
  • Artificial intelligence
Keywords
  • Synthetic data
  • Data privacy
  • Generative AI
  • Clinical trials

Start with the EIC Accelerator

Expert review for Step 1 and Step 2, suitability assessment and grant screening.

Eureka Network

Eureka Network offers multiple international collaborative R&D programs including Network Projects, Clusters, Eurostars, Globalstars, and Innowwide, with funding ranging from €50K to €6.75M per project depending on the specific program. The network focuses on market-driven innovation and deep-tech development across diverse technology sectors including ICT/Digital, Industrial/Manufacturing, Bio/Medical Technologies, Energy/Environment, Quantum, AI, and Circular Economy. Applicants include SMEs, large enterprises, research organizations, universities, and startups, with Eurostars specifically targeting R&D-performing SMEs.

EIC Transition

EIC Transition provides up to €2.5 million in funding to bridge the 'valley of death' between laboratory research and market deployment, focusing on technology maturation and validation. The program supports single legal entities or small consortia of 2-5 partners including SMEs, start-ups, spin-offs, and research organizations. Technology areas include Health/Medical Technologies, Green/Environmental Innovation, Digital/Microelectronics, Quantum Technologies, and AI/Robotics.

EIC STEP Scale-Up

EIC STEP Scale-Up offers substantial equity investments of €10-30 million for established deep-tech companies ready for hyper-growth and large-scale expansion. The program targets SMEs or small mid-caps with up to 499 employees who have secured pre-commitment from qualified investors. Focus areas include Digital & Deep Tech (Semiconductors, AI, Quantum), Clean Technologies for Net-Zero goals, and Biotechnologies.

EIC Pre-Accelerator

EIC Pre-Accelerator is a pilot program providing €300,000-€500,000 in funding for early-stage deep-tech development and preparation for the EIC Accelerator program. The initiative is exclusively available to single SMEs or small mid-caps from 'Widening countries' to support regional innovation development. The program covers deep-tech innovations across physical, biological, and digital domains.

EIC Advanced Innovation Challenges

EIC Advanced Innovation Challenges is a new pilot program offering €300,000 (Stage 1) and up to €2.5 million (Stage 2) for breakthrough deep-tech solutions through ARPA-style staged funding with demand-side integration. The program targets single entities or small consortia (2-3 partners) including SMEs, start-ups, and research organizations. Focus areas include Physical AI for autonomous robotics and New Approach Methodologies (NAMs) for animal-free biomedical testing, requiring TRL 4 entry with end-user commitment.

EIC Pathfinder

EIC Pathfinder offers up to €3 million for Open calls and up to €4 million for Challenge-based calls to support early-stage research and development with proof-of-principle validation. The program requires research consortia with a minimum of 3 partners from 3 different countries, including universities, research organizations, and SMEs. Technology focus areas include Health/Medical, Quantum Technologies, AI, Environmental/Energy, and Advanced Materials.

EIC Accelerator

EIC Accelerator provides flexible funding options including blended finance (€2.5M grant + €0.5M-€10M equity), grant-only (up to €2.5M), or equity-only arrangements for scale-up and market deployment of breakthrough innovations. The program targets SMEs, start-ups, and small mid-caps with up to 499 employees, with MedTech/Healthcare representing 35% of funded projects. Other technology areas include Biopharma, Energy, AI, Quantum, Aerospace, Advanced Materials, and Semiconductors.

Innovation Partnership

Innovation Partnership facilitates collaborative innovation between public and private sectors with typical funding of €1-5 million per project. The program supports cross-sectoral strategic technologies through public-private partnerships and consortia. Projects focus on addressing societal challenges through collaborative innovation approaches.

Innovation Fund

The EU Innovation Fund provides substantial funding of €7.5 million to €300 million for large-scale demonstration of innovative low-carbon technologies. The program targets clean energy, carbon capture, renewable energy, and energy storage technologies to accelerate the transition to a low-carbon economy. Applicants include large companies, consortia, and public entities capable of implementing large-scale demonstration projects.

Innovate UK

Innovate UK offers various programs with funding ranging from £25K to £10M depending on the specific initiative, supporting business-led innovation, collaborative R&D, and knowledge transfer. The organization funds projects across all sectors with particular focus on emerging technologies and supports UK-based businesses, research organizations, and universities. Programs are designed to drive economic growth through innovation and technology commercialization.

Industrial Partnership

Industrial Partnership provides €2-10 million in funding for industrial research and innovation partnerships focusing on manufacturing, industrial technologies, and digital transformation. The program supports industrial consortia and research organizations in developing collaborative solutions for industrial challenges. Projects aim to strengthen European industrial competitiveness through strategic partnerships.

Eurostars

Eurostars is a joint EU-Eureka program offering €50K-€500K for international R&D collaboration specifically led by SMEs. The program takes a bottom-up approach, accepting projects from all technology fields without predefined thematic restrictions. R&D-performing SMEs must lead the consortium and demonstrate significant R&D activities.

LIFE Programme

The LIFE Programme provides €1-10 million in funding for environmental protection, climate action, and nature conservation projects across the European Union. The program supports environmental technologies, climate adaptation strategies, and biodiversity conservation initiatives. Applicants include public authorities, private companies, NGOs, and research institutions working on environmental and climate challenges.

Neotec

Neotec is a Spanish program offering €250K-€1M in funding for technology-based business creation and development, supporting the growth of innovative Spanish SMEs and start-ups. The program covers all technology sectors and aims to strengthen Spain's technology ecosystem. Funding is specifically targeted at Spanish technology-based SMEs and start-ups to enhance their competitiveness and market presence.

Thematic Priorities

EU Thematic Priorities encompass various programs aligned with EU strategic priorities including green transition, digital transformation, health, and security initiatives. Funding amounts vary based on the specific program and call requirements, with projects designed to address key European challenges. Applicant eligibility varies by specific program and call, with different requirements for different thematic areas.
EIC AcceleratorBeneficiary Deep Dive#Aindo#Italy#SydAi#synthetic data#health data#privacy#SISSA#blended finance#CORDIS
Loading