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Quants Research Institute Holdings (9552) · InitiativeRestated

Improving the accuracy of the AI matching algorithm

First written in FY2022-Q3. 8 of 13 entries say "Restated". Latest entry: 2026-08-14.

13entries
5years
2from disclosures
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How it moved
ProgressHeldSoftenedWorseRestatedFY2023-Q2 – FY2023-Q3RestatedFY2024-Q1 – FY2024-Q2RestatedFY2025-H12022: 220222023: 320232024: 320242025: 120252026: 42026
Same theme, other companies
Expanding the matching database and corporate networks and improving matching accuracyA theme 4 companies write about · 0 as a headwind · 4 as a tailwind

0 other companies' latest entry also says "Restated".

Ridges = years it wrote progress, valleys = years it wrote worse. Most hopeful companies at the back. Drag to turn, scroll to zoom, right-drag to pan. On a phone, two fingers turn and pinch to zoom; one finger scrolls the page.
Full recordFilings, disclosures and news, newest first
  1. FY2026-H1RestatedAnnual report

    「We are working to achieve efficient M&A through more sophisticated AI matching algorithms and the promotion of DX across our operations.」

    Describes improved AI matching accuracy as greater sophistication and continues to position it as a measure for efficient M&A. No new improvement rate or deadline is provided.
  2. FY2025AdvancedAnnual report

    「All of our AI and DX systems are developed in-house, and we have already made more than 12,000 modifications, creating a barrier to entry. As a result of advancing operational efficiency, the average closing period for all transactions closed in the fiscal year ended September 2025, measured from execution of the advisory agreement with the seller to M&A closing, was 7.2 months. This has also strengthened our position in recruitment by reducing working hours.」

    Reports more than 12,000 system modifications and an average closing period of 7.2 months for the fiscal year ended September 2025. Development of proprietary algorithms combining generative AI, natural language processing and machine learning is also progressing.
  3. FY2025-H1RestatedAnnual report

    「We are working to achieve efficient M&A through two initiatives, improving the accuracy of our AI matching algorithm and promoting digital transformation across our operations, so that we can support the succession of as many companies as possible.」

    Reiterates improved AI matching accuracy as an ongoing measure for efficient M&A. No new improvement rate or result is provided.
  4. FY2024AdvancedAnnual report

    「All of our AI and DX systems are developed in-house, and we have already made more than 11,000 modifications, creating a barrier to entry. As a result of advancing operational efficiency, the average closing period for all transactions closed in the fiscal year ended September 2024, measured from execution of the advisory agreement with the seller to M&A closing, was 7.0 months. This has also strengthened our position in recruitment by reducing working hours.」

    Reports more than 11,000 system modifications and an average closing period of 7.0 months for the fiscal year ended September 2024. Development using generative AI, natural language processing and machine learning is also progressing.
  5. FY2024-Q2RestatedAnnual report

    「We are working to achieve efficient M&A through two initiatives, improving the accuracy of our AI matching algorithm and promoting digital transformation across our operations, so that we can support the succession of as many companies as possible.」

    Reiterates improved AI matching accuracy as an ongoing measure for efficient M&A.
  6. FY2024-Q1RestatedAnnual report

    「We are working to achieve efficient M&A through two initiatives, improving the accuracy of our AI matching algorithm and promoting digital transformation across our operations, so that we can support the succession of as many companies as possible.」

    Reiterates improved AI matching accuracy as an ongoing measure for efficient M&A. No new improvement rate or result is provided.
  7. FY2023AdvancedAnnual report

    「All of our AI and DX systems are developed in-house, and we have already made more than 9,000 modifications, creating a barrier to entry. As a result of advancing operational efficiency, the average closing period for all transactions closed in the fiscal year ended September 2023, measured from execution of the advisory agreement with the seller to M&A closing, was 6.6 months. This has also strengthened our position in recruitment by reducing working hours.」

    Reports more than 9,000 system modifications and an average closing period of 6.6 months for all transactions closed in the fiscal year ended September 2023.
  8. FY2023-Q3RestatedAnnual report

    「We are working to achieve efficient M&A through two initiatives, improving the accuracy of our AI matching algorithm and promoting digital transformation across our operations, so that we can support the succession of as many companies as possible.」

    Continues to position improved AI matching accuracy as a means of achieving efficient M&A. No new improvement rate or result is provided.
  9. FY2023-Q2RestatedAnnual report

    「We are working to achieve efficient M&A through two initiatives, improving the accuracy of our AI matching algorithm and promoting digital transformation across our operations, so that we can support the succession of as many companies as possible.」

    Continues to position improved AI matching accuracy as a means of achieving efficient M&A. No new improvement rate or result is provided.
  10. FY2022AdvancedAnnual report

    「All of our AI and DX systems are developed in-house, and we have already made more than 8,000 modifications, creating a barrier to entry. As a result of advancing operational efficiency, the average closing period for all transactions closed in the fiscal year ended September 2022, measured from execution of the advisory agreement with the seller to M&A closing, was 6.6 months. This has also strengthened our position in recruitment by reducing working hours.」

    Reports more than 8,000 modifications to internally developed systems and an average closing period of 6.6 months for all transactions closed in the fiscal year ended September 2022.
  11. FY2022-Q3First statedAnnual report

    「Improving the accuracy of the AI matching algorithm」

    Identifies improved AI matching accuracy as one of the two initiatives for achieving efficient M&A. No specific improvement rate or deadline is provided.
Moved together

"Active recruitment and expansion of the M&A adviser team" moved the same way as this thread, in the same document, in 4 of its 13 moves.

433322★123456
  1. ★This thread
  2. 1Active recruitment and expansion of the M&A adviser team4×
  3. 2Promoting DX across operations3×
  4. 3M&A closings3×
  5. 4Strong revenue and profit performance3×
  6. 5Rapid Organizational Expansion2×
  7. 6Flexible Business Expansion in Anticipation of New Businesses2×

★ is this thread; numbers match the list above. The number on a line is how many documents both moved the same way in; lines between the other threads count the documents they moved together in too. Threads that move together often sit closer.

When this could move next
No upcoming earnings preview for Quants Research Institute Holdings yet. It last moved in the Earnings of 2026-08-14: "Restated".
News
No news is linked to this thread yet. When an article touches it, it will appear here by date.
Improving the accuracy of the AI matching algorithm | Quants Research Institute Holdings,Inc. (9552) | Komori