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SquareMind: EIC Accelerator Robot for Full-Body Skin Cancer Checks

September 29, 20261,057 words6 min

A full skin check is one of dermatology's most common procedures and one of its most tedious. A dermatologist examines hundreds of spots by eye and dermatoscope, rarely has time to photograph them all, and relies on memory to spot what changed since the last visit. SquareMind, a Paris company founded in 2019, built Swan to take that job over: a robot arm that captures dermoscopic images of the whole body in minutes, and software that flags new or changing lesions.

The European Innovation Council paid €2.5 million towards the €3.92 million project that built it. In April 2026 SquareMind raised $18 million, led by a fund co-founded by the creator of the da Vinci surgical robot, to launch Swan in the United States and Europe. The launch is still ahead.

€2.5MEIC grant, 64% of a €3.92M project
$18MRaised in April 2026, led by Sonder Capital
<3 minFull-body scan time targeted by the project
ConfidentialStatus of its 2022 to 2024 accounts

Company file

Legal entity
SquareMind SAS, SIREN 845 228 303
Founded
January 2019, Paris
Leadership
Ali Khachlouf (co-founder, CEO); Tanguy Serrat (managing director)
Product
Swan robotic skin imaging platform
Regulatory status
CE-marked; FDA-listed as a Class I device
Investors
Sonder Capital, Bpifrance Deeptech 2030, Adamed Technology, Calm/Storm, Teampact
EIC project
SWAN, 1 Jul 2022 to 31 Dec 2024, closed
Funding type (table)
Grant first, equity decided later

Where SquareMind Stands Today

On 27 April 2026 SquareMind announced $18 million in funding led by Sonder Capital, the venture fund co-founded by Fred Moll, founder of Intuitive Surgical. Bpifrance's Deeptech 2030 fund, Adamed Technology, Calm/Storm Ventures and Teampact Ventures joined. The company described Swan as CE-marked and FDA-listed, which allows commercial use in Europe and the United States, and the money as funding a "near-term commercial launch" on both sides of the Atlantic, according to The Robot Report.

The US status deserves precision. MassDevice reports Swan as a Class I device exempt from 510(k) clearance, which means it did not need FDA review of its safety and effectiveness data to be listed. That is appropriate for an imaging tool whose final clinical decision stays with the dermatologist, but it is not an FDA clearance of the AI's ability to find cancer.

The Technology: A Robotic Dermatoscope

According to the project report, Swan combines real-time 3D modelling of the patient's body, robotic planning and control to move a dermoscopic camera over the skin, image processing, secure storage and an AI that detects "new and modified moles" between visits. The idea is to give dermatologists a complete, standardised photographic record at every appointment, something few practices manage by hand.

"Dermatologists are operating under increasing pressure, facing strong cognitive load and fatigue. Our technology acts as their companion, helping to reduce this burden."

Ali Khachlouf, co-founder and chief executive, SquareMind, April 2026

What the EIC Project Promised, and What CORDIS Shows

SWAN ran from 1 July 2022 to 31 December 2024 under the 2021 challenge for Strategic Digital and Health Technologies. The objective promised full-body scanning at dermoscopic resolution in under three minutes, AI triage of lesions, fewer unnecessary biopsies and faster treatment when needed. The closing report says the project produced "the world's first high-resolution imaging system as well as an AI capable of detecting new or modified moles". It mentions no clinical study, no regulatory step and no installed units.

  1. Full-body dermoscopic imaging robotDeliveredSystem built; CE-marked and FDA-listed by 2026.
  2. AI to detect new or changed lesionsReportedDescribed in the CORDIS report; no published accuracy data.
  3. Fewer biopsies, earlier treatmentNot shownRequires clinical outcome data that has not been published.
  4. Scaled deployment ("blitzscaling")Not yetCommercial launch still described as near-term in April 2026.

What Has Happened Since

The Money

SquareMind's finances are not public. According to Pappers, it filed its accounts for 2022 to 2024 with a confidentiality declaration, an option French law gives to small companies. The register shows repeated capital increases since 2019 and no insolvency proceedings. With no revenue, loss or cash figures published, the April 2026 round is the only public indicator of the company's financial position.

Why Europe Should Care

Early detection is the difference between a small excision and advanced melanoma, and SquareMind's investors cite a statistic that frames the product: that 80% of melanomas are new lesions, which a complete photographic record is designed to catch. A European medical robot backed by a French public deep-tech fund and a leading US medtech investor is also the kind of health-technology company the EIC's 2021 challenge aimed to create. Whether it stays European as it scales in the larger US market is the open question.

What the project promised

Blitzscaling early skin cancer detection with full-body robotic imaging and AI triage.

What the record shows

A working, CE-marked robot and a well-funded launch, but no clinical outcome data, no public installations yet and confidential accounts.

The Verdict

Built and funded, now it must be used

The EIC's grant produced the product it was meant to produce, and the $18 million that followed, led by the investor behind the most successful surgical robot, is a strong external endorsement. The "blitzscaling" in the project's title has not started. SquareMind's next test is adoption: dermatology practices buying a robot, and data showing it catches cancers earlier. Until then, and with its accounts confidential, the public can judge the technology but not the business.

SquareMind has not been asked for comment for this article. It is based entirely on public records, company statements and EU project data, linked throughout.

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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#SquareMind#SWAN#skin cancer#melanoma#dermatology#medical robotics#AI#France
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