EIC Accelerator Winner Hypermine and the Ore Sorting Race

4 November 20261,781 words9 min

Whether rock goes to the mill or the waste dump is usually decided from block model averages of 3,000 to 10,000 tonnes, according to Hypermine Global. The company, a 2025 spin-off of Finland's VTT Technical Research Centre, says it can make that call for each truck load of about 100 to 400 tonnes, by lighting the rock with a broadband laser and reading the reflected spectrum. Both claims come from the company's seed round release with VTT of 18 June 2025, which tech.eu reported the same day.

The EIC Accelerator picked the project, Minext, at its 1 October 2025 cut-off. The EIC's list of selected companies names Hypermine Global Oy/Ltd with a recommendation for blended finance, grant plus equity. CORDIS records a grant of €2,497,767.50, signed by the Commission on 5 June 2026, for a project running from 1 July 2026 to 30 June 2028. Four months in, there is little to check yet beyond what the project promised and what the company had done before it.

€2.50MEIC grant recorded in CORDIS for Minext
€238kRevenue in the 2025 accounts, per Asiakastieto
3Staff in 2025, per two directory services

Company file

Legal entity
Hypermine Global Oy (Hypermine Global Ltd), business ID 3510729-7
Registered
Business ID issued 13 February 2025, trade register entry 18 February 2025
Address
Tekniikantie 4 A 31, Espoo, Finland
Origin
Spin-off of VTT Technical Research Centre of Finland
Leadership
Mikhail Mekhrengin (CEO, co-founder), Andrei Rupasov (CPO, co-founder), Jake Greenberg (chairman), per the company website
Investors
Stephen Industries, Sage Enterprises, VTT (intellectual property), seed round of June 2025
EIC project
Minext, grant agreement 101296877, 1 July 2026 to 30 June 2028

A laser instead of daylight

Hypermine's sensor reads minerals from the spectrum of light the rock reflects, and it brings its own light source rather than relying on daylight, which the company says lets it work in all ambient conditions. The CORDIS summary describes a supercontinuum laser-based active hyperspectral sensor paired with machine-learning software that classifies the minerals. A Maintworld profile of November 2025 describes the same sequence: a broadband laser hits the rock, a sensor measures what returns, and algorithms work out the composition in under a minute.

The company website lists scanning of rock faces underground, muck piles in open pits, excavator and truck loads, and conveyor belts after the primary crusher, at a range of up to 50 metres and one to two minutes per scan. It says the hardware needs no on-site calibration and integrates with fleet management systems.

The claim

Ore decisions per truck load instead of per block

The company's comparison: traditional ore and waste decisions rest on block model averages of 3,000 to 10,000 tonnes, while Hypermine says it classifies loads of about 100 to 400 tonnes.

VTT and Hypermine release, 18 June 2025. Tonnes per decision unit.

Hypermine is not alone in trying to shrink the decision unit. MineSense, a Vancouver company, puts X-ray fluorescence sensors in the brow of a shovel bucket; its 2022 AusIMM conference abstract describes cutting the selective mining unit from a block of about 1,500 cubic metres to a bucket of 45 cubic metres or less. Closer to Hypermine's own method, US patent 12,523,529, granted on 13 January 2026 to CGG Services and now assigned to Sercel, covers active hyperspectral imaging with supercontinuum light for mining and field use.

An intellectual property database lists two pending patent applications under Hypermine Global Oy, in the United States and Canada, titled "Active hyperspectral mineralogy sensing for mining" and filed on 29 February 2024, a year before the company was registered. The same listing shows the HYPERMINE trademark registered at the EU Intellectual Property Office on 4 March 2026. Who filed the 2024 applications and how they passed to the company is not shown there; the seed release says VTT invested intellectual property in the company.

Years of research before the company

The sensor work runs back at least to GoldenEye, a Horizon 2020 project on satellite, drone and in-situ sensing for mines that VTT coordinated from May 2020 to October 2023. A conference paper by Kamen Bogdanov, Mikhail Mekhrengin, Francisco Senna Vieira and others, presented in December 2020 and acknowledging GoldenEye funding, reported active hyperspectral sensing of altered rock from gold and copper deposits and said the team was extending the light source's coverage to 2,500 nanometres. Hypermine Global Oy itself appears in the Finnish trade register data from February 2025, with no earlier name.

The record

From a VTT research project to a signed EIC grant in six years

The sensor work predates the company: VTT coordinated the GoldenEye project from 2020, and Hypermine Global Oy was only registered in February 2025.

  1. May 2020GoldenEye startsVTT coordinates a Horizon 2020 mining sensing project, whose funding the team's conference paper acknowledgesH2020
  2. Dec 2020Conference paperMekhrengin and co-authors present active hyperspectral sensing of altered rock with a supercontinuum light source
  3. Feb 2024Patent filedApplication for active hyperspectral mineralogy sensing for mining, now listed under Hypermine Global Oy
  4. Feb 2025Company registeredHypermine Global Oy enters the Finnish trade register, Espoo
  5. Jun 2025Seed roundStephen Industries and Sage Enterprises invest, VTT contributes intellectual property; amount not disclosedUndisclosed
  6. Feb 2026EIC selectionMinext is one of 61 projects selected from the October 2025 cut-off, recommended for blended finance
  7. Jul 2026Minext startsGrant signed on 5 June 2026; the project runs to 30 June 2028€2.5M

CORDIS (GoldenEye, Minext); Zenodo; Finnish trade register via PRH open data; VTT release, 18 June 2025; EIC, 17 February 2026.

The seed round followed in June 2025: private equity from Stephen Industries and Sage Enterprises and an intellectual property investment from VTT, per the VTT release and tech.eu. Neither gives an amount, and no figure could be found elsewhere.

The leadership has changed since. The June 2025 release names Markku Makkonen as CEO and Mikhail Mekhrengin as CTO. The Maintworld profile of 30 November 2025 and the company website both give Mekhrengin as CEO, and the website lists Jake Greenberg, the Sage Enterprises managing director quoted in the release, as chairman. No announcement of the change was found.

Pilots, paid work and no named mine

The June 2025 release says the technology was co-developed and validated with a leading mining company, and that pilots were running in the United Kingdom, South Africa, Brazil and Canada; a VTT portfolio roundup of May 2026 repeats the four countries. The CORDIS summary says the sensor was "validated through paid pilots (TRL 6) with a TOP5 mining company". Maintworld quotes the company as saying its first customer is one of South America's largest mines, and that more than 95% of over ten large mining firms it spoke to wanted to pilot immediately. None of these sources names a mine or a customer.

The first accounts point to small but real income. Asiakastieto's summary of the 2025 accounts shows revenue of €238,000, three staff and an equity ratio of 96%. Fonecta gives €239,000 and three staff, a rounding difference. Asiakastieto's table shows an operating loss of €140,000, while its own stated operating margin of minus 43.5% implies a loss nearer €104,000; the full income statement is not freely available, so which figure is right could not be checked.

What the company says

A patented sensor that makes ore decisions up to 100 times more accurate, lifts mine profitability by 3% to 10%, a total addressable market of €45.4 billion in 2025, and the ambition, in the CORDIS summary, to become "Europe's next deep-tech unicorn" in mining.

What the record shows

A company registered in February 2025 with three staff and €238,000 of revenue in its first accounts, an undisclosed seed round, pilots in four countries at unnamed sites, pending patent applications and a signed €2.5 million EIC grant.

The promise

Up to 15% less water, per the company's own figures

Benefits the project summary claims for a mine using the sensor. None has been published as a measured result from a named site.

CORDIS, Minext project summary. Upper bound of each claimed range, in percent.

What Minext has to deliver

The project's own description is brief. The EIC Accelerator, it says, "will fund the transition to TRL 9 via scale-up, certification and large-scale pilots", from the technology readiness level 6 reached in the paid pilots. CORDIS gives no total project cost and, as the project only started on 1 July 2026, no report or deliverable. The selection list recommended blended finance, but CORDIS records only the grant, and no EIC Fund investment in Hypermine has been announced in the sources searched on 4 November 2026.

  1. Validated sensor at TRL 6Company claimPaid pilots with a top-five miner per CORDIS; the mine is not named.
  2. Scale-up to TRL 9Too earlyThe project runs to 30 June 2028.
  3. CertificationToo earlyNo certification is named in the project summary or on the website.
  4. Large-scale pilotsToo earlyEarlier pilots in four countries, per the June 2025 release; none reported under Minext yet.
  5. Measured benefits at a mineNot publishedThe 3% to 10% profitability and 15% water figures are claims, with no site data in public.

Mining efficiency and Europe's raw materials plan

The EU's Critical Raw Materials Act, Regulation (EU) 2024/1252, in force since 23 May 2024, sets 2030 benchmarks for strategic raw materials: domestic extraction of at least 10% of annual EU consumption, processing of 40%, recycling of 25%, and no more than 65% from any single non-EU country, which the IEA describes as voluntary. The extraction benchmark is the part of EU policy closest to Hypermine's market. The VTT release frames the company's case through falling ore grades, citing a 30% decline in Chile's average copper grade over 15 years. The pilot countries the company has given so far are all outside the EU: the UK, South Africa, Brazil and Canada; the CORDIS summary does not say where the large-scale Minext pilots will run.

The cut-off

One of 61 companies picked from 923 applications

The October 2025 EIC Accelerator cut-off: full applications, companies invited to interview, and companies selected for funding.

EIC news, 17 October 2025 and 17 February 2026.

The cut-off was a crowded one. The EIC said on 17 October 2025 that 923 companies had filed full applications asking for nearly €7 billion, and on 17 February 2026 that 121 had been interviewed and 61 selected, with €467 million of proposed funding and 85% on blended finance. Hypermine's grant agreement was signed within four months of that announcement, according to the CORDIS signature date.

Verdict

Hypermine is a young company built on several years of VTT research, with paid pilots by its own account, revenue in its first year and a signed €2.5 million grant to get its sensor to full commercial readiness. Its headline numbers, a hundredfold gain in decision accuracy and up to 10% more profit, are its own and have not been shown at a named mine. By June 2028 the project should have produced the large-scale pilots and certification it promised, and that is the evidence to look for.

Hypermine was not contacted for this article. The reporting is based on publicly available sources, listed below.

Industry

Industrial technologyMining technology

Focus
  • Mineral processing
Technologies
  • Hyperspectral imaging
  • Lasers
  • Artificial intelligence
Keywords
  • Mining
  • Ore sorting
  • Grade control
  • Critical raw materials
  • Mine tailings