Generative AI OCR 'Jinbay GenOCR' Launches Confidence-Based Highlighting Feature

Key facts

  • Generative AI OCR 'Jinbay GenOCR' Launches Confidence-Based Highlighting Feature
  • Jinbay Co., Ltd. has added a new feature to its generative AI-based AI-OCR 'GenOCR' that automatically highlights items with low AI character recognition confidence in red. This allows users to check only the areas that need verification, improving operational efficiency and lowering the barrier to AI adoption.
  • Source: PR Times
  • Date: June 10, 2026

Direct answer

Jinbay Co., Ltd. has added a new feature to its generative AI-based AI-OCR 'GenOCR' that automatically highlights items with low AI character recognition confidence in red. This allows users to check only the areas that need verification, improving operational efficiency and lowering the barrier to AI adoption.

Citation
Generative AI OCR 'Jinbay GenOCR' Launches Confidence-Based Highlighting Feature (June 10, 2026), PR Times
Source
PR Times
Date
June 10, 2026
Jinbay Co., Ltd. has added a new feature to its generative AI-based AI-OCR 'GenOCR' that automatically highlights items with low AI character recognition confidence in red. This allows users to check only the areas that need verification, improving operational efficiency and lowering the barrier to AI adoption.
新製品NQ 0/100出典:PR Times

📋 Article Processing Timeline

  • 📰 Published: June 10, 2026 at 23:00
  • 🔍 Collected: June 10, 2026 at 14:21
  • 🤖 AI Analyzed: June 10, 2026 at 19:13 (4h 52m after Collected)
Jinbay Co., Ltd. (Headquarters: Yokohama, Kanagawa Prefecture; Representative Director: Eisuke Ueda) announces the addition of a new feature to its generative AI-based AI-OCR 'GenOCR' that automatically highlights items with low AI character recognition confidence in red.

▼Background and Challenges

While OCR utilizing generative AI has the advantage of flexibly handling non-standard forms and handwritten characters, many users have reported after implementation that they 'don't know which items to check' or 'end up visually checking everything anyway.' Especially for documents with verification responsibilities such as invoices, application forms, and screening documents, there are many cases where staff visually check all items because the criteria for trusting the AI's reading results remain ambiguous. This prevents the full benefits of operational efficiency from AI implementation from being realized, creating a situation where 'even though we know it's convenient, we can't change the verification flow.'

▼Solution (Feature Released)

With this feature, when GenOCR reads a document, it automatically detects items where the AI lacked confidence in character recognition and displays them highlighted in red. Staff only need to check the highlighted areas and can skip visually checking other items. No special settings are required; it works within the existing reading flow.

▼Expected Effects

Reduction in verification man-hours: By focusing only on areas requiring confirmation instead of visually checking all items, checking time is significantly reduced.
Prevention of oversight: It becomes clear at a glance 'where to look,' reducing the risk of overlooking important areas.
Lowering the barrier to AI adoption: The anxiety of 'can I trust the AI?' is resolved with visual evidence, making it easier to integrate generative AI into business workflows.
Smooth adaptation to existing workflows: No special training is required, allowing on-site staff to use it immediately.

▼Use Cases and Scenarios

Checking amounts on invoices, estimates, and purchase orders: Items where misrecognition could lead to direct losses, such as amounts and product names, can be checked preferentially.
Financial and insurance application and screening documents: Even for documents with a mix of handwritten characters and complex layouts, staff can focus only on areas needing verification.
Large enterprises and general back-office operations: Because 'how much to trust the AI's judgment' is visualized, operations can be conducted securely even in business areas cautious about adopting generative AI.
Business documents in IT, SIer, and manufacturing: Even documents from business partners with diverse formats can be reviewed quickly.

Going forward, Jinbay GenOCR aims to be a generative AI-OCR that can be used safely and continuously in business, not just for 'high-precision reading,' but also expanding functions including verification, review, and exception handling.

▼About Jinbay GenOCR

'Jinbay GenOCR' is an AI-OCR service equipped with character recognition AI independently developed by Jinbay. It achieves high-precision data conversion of handwritten characters and non-standard formats, which were difficult with conventional OCR technology. It is possible to entrust the tedious data conversion work previously done manually to Jinbay GenOCR.

■ Challenges of Existing OCR Solutions
・Low recognition accuracy for handwritten characters, figures, and graphs.
・Complex settings, making it difficult to start using.
・High operational costs.

■ What 'Jinbay GenOCR' Can Solve
・Fully compatible with reading scribble-level handwritten characters, figures, and graphs. Achieves reading accuracy of 99% (*) or higher.
・Almost no advance settings required, anyone can use it.
・Available from a minimum monthly price of 25,000 yen. Free trial (cloud version only) is also available.

■ About Jinbay

Jinbay Co., Ltd. promotes business DX utilizing the latest generative AI technology with the mission of 'Changing the Way We Work.' Our 'Jinbay Generative AI Agent' digitizes various business processes and effectively utilizes past data and internal/external communication information to support productivity improvement and corporate growth.

Corporate Name: Jinbay Co., Ltd.
Representative: Representative Director Eisuke Ueda
Location: 8F, JPR Yokohama Building, 1-5-10 Kitasaiwai, Nishi-ku, Yokohama, Kanagawa Prefecture 220-0004
Established: May 24, 2024
Business: AI/System development, consulting, and related services
Email: info@jinbay.co.jp
Company HP: https://jinbay.co.jp/

FAQ

What is the new 'confidence-based highlighting feature' of Jinbay GenOCR?

It is a feature that automatically detects items where the AI lacked confidence in character recognition and displays them highlighted in red.

What are the main benefits of this new feature?

It is expected to reduce verification man-hours, prevent oversight of errors, lower the barrier to AI adoption, and adapt smoothly to existing workflows.

What types of documents is this feature most effective for?

It is effective for non-standard forms and documents with handwritten characters that require verification responsibility, such as invoices, application forms, and screening documents.