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South Korean startup Finders AI was selected on October 22, 2026, for the Ministry of SMEs and Startups’ 2026 TIPS R&D Deep Tech Track. VentureSquare reports that the company can receive up to KRW 1.5 billion over three years to develop its VCO (Vision Check-Out) system, which uses cameras and artificial intelligence to identify multiple products and create a payment list without scanning each barcode. The award is a government R&D support commitment; the sources do not establish a final contracted amount, payment schedule or independently audited performance results.
What did Finders AI receive?
Finders AI’s selection is reported by VentureSquare as part of South Korea’s 2026 TIPS R&D Deep Tech Track. The program provides up to KRW 1.5 billion for 36 months, according to the Ministry of SMEs and Startups’ 2026 TIPS notice. The ministry notice describes the general track rules and limit; VentureSquare is the source for the company-specific selection and amount reported for Finders AI.
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The award should not be confused with Finders AI’s previously reported cumulative investment of KRW 12.7 billion. That investment figure describes money raised by the company, while the TIPS support is a government R&D program allocation. VentureSquare says Finders AI was founded in 2020.
How does VCO work without barcodes?
VCO, short for Vision Check-Out, is designed to use cameras and AI to recognize several goods at once and assemble the customer’s payment list. Instead of presenting each item to a barcode scanner, a shopper or cashier places products where the vision system can identify them. Finders AI says the technology can be used at a staffed checkout counter or in a customer self-checkout installation and can connect with major point-of-sale systems.
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This approach is particularly relevant to bakeries and institutional catering operations, where products may be sold individually or may not carry conventional retail barcodes. The company’s announcement coverage describes VCO as operating in Korean bakeries and institutional catering sites, as well as at resorts in Japan. Those are company-reported deployments, not an independent audit of customer numbers or checkout accuracy.
What will the Deep-Tech TIPS funding pay for?
Finders AI’s reported R&D plan targets three practical problems in camera-based checkout:
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- Overlapping and irregular products: the system is expected to combine images from multiple angles with three-dimensional shape information so it can distinguish goods that are stacked, partly hidden or difficult to classify from a single view.
- Adding products more easily: the company plans to simplify the process of registering new items, an important operational issue for stores whose assortment changes frequently.
- Lower equipment costs: Finders AI says it intends to reduce the size or computational burden of its AI model, which could allow checkout hardware to be less expensive.
These are proposed research objectives funded through the project. The announcement does not show that the improvements have already been achieved, nor does it provide an accuracy percentage, processing-time result or verified hardware saving.
Where has Finders AI deployed its retail technology?
VentureSquare reports that Finders AI’s fully unmanned-store technology has been applied at CU and GS25 locations in South Korea and at 7-Eleven in Singapore. That product is the company’s broader unmanned-store solution, whereas VCO is the AI checkout system discussed in the new Deep-Tech TIPS project. Keeping those offerings separate matters: the cited report does not claim that every deployment uses VCO or that all sites share the same configuration.
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What is South Korea’s Deep-Tech TIPS program?
TIPS (Tech Incubator Program for Startup) is a government-backed R&D support scheme for startups selected through participating operators. The 2026 Deep Tech track described in the ministry notice supports projects for up to 36 months and up to KRW 1.5 billion. The notice says eligible applicants have completed the general TIPS track; it does not independently list or verify Finders AI’s award.
VentureSquare reports that Finders AI’s earlier general-track TIPS project was selected in 2022 and completed with an “Excellent” rating. The new award therefore represents a move from the company’s earlier unmanned-store work toward a deeper focus on AI-based checkout hardware and recognition software.
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What did Finders AI’s co-CEO say?
VentureSquare attributes the following statement to co-CEO Ham Myeong-won: “If we proved our fully unmanned store technology in the TIPS general track, in the deep tech track, we will lead the global unmanned retail market by simultaneously achieving accuracy and cost reduction with AI automated checkout counters.” The wording appears in the report’s English translation; it is a company ambition rather than an independently verified market result.
Independent reader supportYour contribution helps us test, update, and keep practical guides available for everyone.What remains unknown about the grant and VCO?
The available reports do not specify a final signed grant value below the KRW 1.5 billion ceiling, how funds will be disbursed during the three-year term, or which customers are paying for VCO. They also provide no independent benchmark for recognition accuracy, loss prevention, queue time, labor savings or total cost of ownership. Retailers evaluating the system would need those details, plus POS compatibility, data-handling requirements, installation conditions and support terms, before making a purchasing decision.
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Why this announcement matters for barcode-free checkout
Most conventional self-checkout systems depend on a barcode, RFID tag or another machine-readable identifier for every saleable item. A vision-based system could reduce that dependency for fresh, irregular or individually priced goods, but it must reliably separate similar products and resolve occlusion when items overlap. Finders AI’s funded research is aimed at those constraints. Whether it delivers a commercially meaningful advantage will depend on the results of the planned development and on deployment evidence that has not yet been published.
Frequently Asked Questions
When was Finders AI selected for the Deep-Tech TIPS track?
The selection was announced on October 22, 2026. VentureSquare reported the company-specific award, while the ministry notice sets out the 2026 program’s general terms.
Is the KRW 1.5 billion a cash payment already received?
The reported figure is an “up to” maximum for a 36-month R&D project. Public coverage cited here does not confirm the executed contract, drawdown schedule or amount already paid.
Can VCO identify products that have no barcode?
That is the system’s intended use: cameras and AI recognize products and generate a payment list without scanning each barcode. Actual performance will vary with product similarity, lighting, placement and the store’s configuration.
Does Finders AI’s unmanned-store technology equal VCO?
No. The company’s broader unmanned-store solution and its VCO checkout product are described separately. Reported deployments of the former do not prove that every location uses VCO.
