
AskDona
Decisions stay human.
Context stays organized.
AskDona is an AI platform for people who update the rules, including policies, guidelines, and manuals.
AI AGENT PLATFORM SUPPORTING ENTERPRISE WORKFLOWS
AI AGENT PLATFORM SUPPORTING ENTERPRISE WORKFLOWS
AI Agent Platform Supporting Enterprise Workflows
AI Agent Platform Supporting Enterprise Workflows
Document Comparison
Document Comparison
Document Comparison
Changes are identified across related documents
Changes are identified across related documents
Changes are identified across related documents
Deep Research
Deep Research
Deep Research
Relevant sources are reviewed and verified
Relevant sources are reviewed and verified
Relevant sources are reviewed and verified
Document Generation
Document Generation
Document Generation
Documents are created and updated
Documents are created and updated
Documents are created and updated


AskDona Knowledge Base (RAG)
A modular and scalable knowledge foundation designed for enterprise-grade usability.


AskDona Knowledge Base (RAG)
A modular and scalable knowledge foundation designed for enterprise-grade usability.

Batch Analysis
Batch Analysis
AI agent for automated evaluation of hundreds of audit and compliance criteria
AI agent for automated evaluation of hundreds of audit and compliance criteria


AskDona Knowledge Base (RAG)
A modular and scalable knowledge foundation designed for enterprise-grade usability.
AI agent for automated evaluation of hundreds of audit and compliance criteria

Batch Analysis
AI AGENT PLATFORM SUPPORTING ENTERPRISE WORKFLOWS
AI AGENT PLATFORM SUPPORTING ENTERPRISE WORKFLOWS
AI Agent Platform Supporting Enterprise Workflows
AI Agent Platform Supporting Enterprise Workflows
AI AGENT PLATFORM SUPPORTING ENTERPRISE WORKFLOWS
AI Agent Platform Supporting Enterprise Workflows
High accuracy from Day 1
is the new standard.
AskDona’s “dona-rag-2.0” delivers high-accuracy answers from the initial phase without requiring tuning or data preprocessing. Joint verification with RIKEN R-CCS, the organization operating the supercomputer “Fugaku,” has demonstrated that it achieves accuracy more than 20 points higher than competing products.
Instead of spending time on accuracy improvements, the person in charge of implementation can focus fully on creating value by leveraging AskDona as organizational knowledge. By resolving technical concerns early, the verification phase can be cleared quickly, enabling a smooth transition to full-scale operation without causing opportunity loss.
High accuracy from Day 1
is the new standard.
AskDona’s “dona-rag-2.0” delivers high-accuracy answers from the initial phase without requiring tuning or data preprocessing. Joint verification with RIKEN R-CCS, the organization operating the supercomputer “Fugaku,” has demonstrated that it achieves accuracy more than 20 points higher than competing products.
Instead of spending time on accuracy improvements, the person in charge of implementation can focus fully on creating value by leveraging AskDona as organizational knowledge. By resolving technical concerns early, the verification phase can be cleared quickly, enabling a smooth transition to full-scale operation without causing opportunity loss.
Next-Generation AI for Complex Queries
At AskDona, we define “complex questions” as those that cannot be answered from a single source, but require information spread across multiple documents to be explored and integrated from multiple perspectives, and then logically reconstructed.
AskDona’s “dona-rag-2.0” is built on a proprietary architecture that goes beyond traditional RAG (Retrieval-Augmented Generation) based on single search results. This allows the system to deliver highly comprehensive answers even to complex questions posed by organizational experts.
Next-Generation AI for Complex Queries
At AskDona, we define “complex questions” as those that cannot be answered from a single source, but require information spread across multiple documents to be explored and integrated from multiple perspectives, and then logically reconstructed. AskDona’s “dona-rag-2.0” is built on a proprietary architecture that goes beyond traditional RAG (Retrieval-Augmented Generation) based on single search results. This allows the system to deliver highly comprehensive answers even to complex questions posed by organizational experts.
SEARCH. THINK. ANSWER.
SEARCH. THINK. ANSWER.
Providing evidence-based, highly accurate answers in real time for advanced information.
Providing evidence-based, highly accurate answers in real time for advanced information.
Providing evidence-based, highly accurate answers in real time for advanced information.
Providing evidence-based, highly accurate answers in real time for advanced information.
Enterprise-Grade Document Preprocessing
Enterprise-Grade Document Preprocessing
Enterprise-Grade Document Preprocessing


Image and Diagram Analysis
Charts & graphs, flowcharts, diagrams and screenshots.
Image and Diagram Analysis
Charts & graphs, flowcharts, diagrams and screenshots.
Image and Diagram Analysis
Charts & graphs, flowcharts, diagrams and screenshots.
Image and Diagram Analysis
Charts & graphs, flowcharts, diagrams and screenshots.
Table and Formula Extraction
Table and Formula Extraction
Complex tables, mathematical formulas, financial statements and scientific notation.


Semantic Chunking
Semantic Chunking
Context-driven semantic splitting of text into chunks without any information loss.
Image and Diagram Analysis
Image and Diagram Analysis
Charts & graphs, flowcharts, diagrams and screenshots.
Metadata Preservation
Metadata Preservation
Original filename & format, document properties e.g. upload date, user, page no.
What file formats does AskDona support? Can it also read scanned documents depending on their quality?
"AskDona is an extremely useful tool for providing accurate and necessary information to Fugaku users. We look forward to its further development in the future."
Fumiyoshi Shoji
Director, Operations Technology Division, RIKEN Center for Computational Science




Original filename & format, document properties e.g. upload date, user, page no.
Table and Formula Extraction
Complex tables, mathematical formulas, financial statements and scientific notation.

Semantic Chunking
Context-driven semantic splitting of text into chunks without any information loss.
Image and Diagram Analysis
Charts & graphs, flowcharts, diagrams and screenshots.
Metadata Preservation
Original filenames & format, document properties e.g. upload date, user, page no.
Image and Diagram Analysis
Charts & graphs, flowcharts, diagrams and screenshots.
Image and Diagram Analysis
Charts & graphs, flowcharts, diagrams and screenshots.
Turning 1 question into multiple subqueries:
• AI agents break down complex or ambiguous questions into clearer components and convert them into sub-queries.
• More accurate and complete information retrieval.
• Reduces hallucinations by grounding each part of the query.
01
Subqueries
Combination of vectors and keywords:
• Pure vector search may miss rare words, dates, or brand names.
• Pure keyword search misses meaning and context.
• Hybrid search gets the strengths of both.
02
Hybrid Search
Every response from RAG chat incudes:
•Inline citations such as numbers [1],[2],etc. linking to sources.
•Source cards, expandable previews and direct links.
•This prevents hallucination, builds trust, enables fact-checking and supports compliance.
03
Citation Mapping
What file formats does AskDona support? Can it also read scanned documents depending on their quality?
Turning 1 question into multiple subqueries:
• AI agents break down complex or ambiguous questions into clearer components and convert them into sub-queries.
• More accurate and complete information retrieval.
• Reduces hallucinations by grounding each part of the query.
01
Subqueries
Combination of vectors and keywords:
• Pure vector search may miss rare words, dates, or brand names.
• Pure keyword search misses meaning and context.
• Hybrid search gets the strengths of both.
02
Hybrid Search
Every response from RAG chat incudes:
•Inline citations such as numbers [1],[2],etc. linking to sources.
•Source cards, expandable previews and direct links.
•This prevents hallucination, builds trust, enables fact-checking and supports compliance.
03
Citation Mapping
What file formats does AskDona support? Can it also read scanned documents depending on their quality?
Yes. AskDona accepts Microsoft Excel, Word, and PowerPoint files, as well as image files (JPEG, PNG, GIF, etc.) and text files (TXT, CSV, JSON, etc.). It can also handle scanned data, depending on the resolution.
Advanced Real-Time Processing
Advanced Real-Time Processing
Advanced Real-Time Processing


Yes. AskDona accepts Microsoft Excel, Word, and PowerPoint files, as well as image files (JPEG, PNG, GIF, etc.) and text files (TXT, CSV, JSON, etc.). It can also handle scanned data, depending on the resolution.
Next-Generation AI for Complex Queries
At AskDona, we define “complex questions” as those that cannot be answered from a single source, but require information spread across multiple documents to be explored and integrated from multiple perspectives, and then logically reconstructed.
AskDona’s “dona-rag-2.0” is built on a proprietary architecture that goes beyond traditional RAG (Retrieval-Augmented Generation) based on single search results. This allows the system to deliver highly comprehensive answers even to complex questions posed by organizational experts.
Next-Generation AI for Complex Queries
At AskDona, we define “complex questions” as those that cannot be answered from a single source, but require information spread across multiple documents to be explored and integrated from multiple perspectives, and then logically reconstructed.
AskDona’s “dona-rag-2.0” is built on a proprietary architecture that goes beyond traditional RAG (Retrieval-Augmented Generation) based on single search results. This allows the system to deliver highly comprehensive answers even to complex questions posed by organizational experts.
Yes. AskDona accepts Microsoft Excel, Word, and PowerPoint files, as well as image files (JPEG, PNG, GIF, etc.) and text files (TXT, CSV, JSON, etc.). It can also handle scanned data, depending on the resolution.
High accuracy from Day 1 is the new standard.
AskDona’s “dona-rag-2.0” delivers high-accuracy answers from the initial phase without requiring tuning or data preprocessing. Joint verification with RIKEN R-CCS, the organization operating the supercomputer “Fugaku,” has demonstrated that it achieves accuracy more than 20 points higher than competing products.
Instead of spending time on accuracy improvements, the person in charge of implementation can focus fully on creating value by leveraging AskDona as organizational knowledge. By resolving technical concerns early, the verification phase can be cleared quickly, enabling a smooth transition to full-scale operation without causing opportunity loss.
Request Demo
Request Demo
Our RAG model
Our RAG model
High accuracy from Day 1 is the new standard.
AskDona’s “dona-rag-2.0” delivers high-accuracy answers from the initial phase without requiring tuning or data preprocessing. Joint verification with RIKEN R-CCS, the organization operating the supercomputer “Fugaku,” has demonstrated that it achieves accuracy more than 20 points higher than competing products.
Instead of spending time on accuracy improvements, the person in charge of implementation can focus fully on creating value by leveraging AskDona as organizational knowledge. By resolving technical concerns early, the verification phase can be cleared quickly, enabling a smooth transition to full-scale operation without causing opportunity loss.
Request Demo
Request Demo
Our RAG model
Our RAG model

"AskDona is an extremely useful tool for providing accurate and necessary information to Fugaku users. We look forward to its further development in the future."
"AskDona is an extremely useful tool for providing accurate and necessary information to Fugaku users. We look forward to its further development in the future."
Fumiyoshi Shoji
Director, Operations Technology Division, RIKEN Center for Computational Science



SECURITY & CONTROL
Deployment-based Security
AskDona offers two deployment options, while preserving the same core workflow and principles. Some capabilities and AI behaviors may vary depending on the deployment environment and model configuration.

Fastest to Launch
AskDona Cloud
AskDona is operated and managed by AskDona.
Fastest way to get started
SaaS grade security and availability
Continuous feature enhancements
Best for organizations that prioritize speed and simplicity.
Maximum Control



SaaS Hosted in your Own Cloud
The same AskDona SaaS, running inside your own cloud environment.
Data stays within your security boundary
Aligned with internal security and compliance policies
The same features and updates as the managed SaaS
Both options share the same capabilities and the same continuous feature enhancements.
AskDona Features
AskDona Features
AskDona Features
Stay up to date with the latest news on AskDona, insights on generative AI, RAG, security, ROI, and cutting-edge technological trends.
Stay up to date with the latest news on AskDona, insights on generative AI, RAG, security, ROI, and cutting-edge technological trends.
Stay up to date with the latest news on AskDona, insights on generative AI, RAG, security, ROI, and cutting-edge technological trends.

August 1, 2025
What is "RAG (Search Augmentation)"? An approach to improving answer accuracy
What is "RAG (Search Augmentation)"? An approach to improving answer accuracy
Read more
Read more

August 2, 2025
Growth speed and technological innovation of the generative AI market in 2025. Security measures and ROI concerns for companies.
Growth speed and technological innovation of the generative AI market in 2025. Security measures and ROI concerns for companies.
Read more
Read more
Frequently asked questions
Frequently asked questions
Frequently asked questions
Will the data I upload to the RAG database be stored on a domestic server?
Yes, files uploaded to the RAG database are managed on servers within Japan.
Is the AskDona usage environment separated from other companies?
Can I use AskDona in my own cloud environment?
What are the file formats and capacity limits that can be stored in RAG?
Will internal data be used to train ChatGPT?

Start with a free consultation.
AskDona is dedicated to Redefining Roles. We empower your organization by assigning all AI-capable tasks to the technology, allowing you to focus on critical human functions and innovation.
Deep Research
Batch Analysis
Reports
Articles

Start with a free consultation.
AskDona is dedicated to Redefining Roles. We empower your organization by assigning all AI-capable tasks to the technology, allowing you to focus on critical human functions and innovation.
Deep Research
Batch Analysis
Reports
Articles

Start with a free consultation.
AskDona is dedicated to Redefining Roles. We empower your organization by assigning all AI-capable tasks to the technology, allowing you to focus on critical human functions and innovation.
Deep Research
Batch Analysis
Reports
Articles

Start with a free consultation.
AskDona is dedicated to Redefining Roles. We empower your organization by assigning all AI-capable tasks to the technology, allowing you to focus on critical human functions and innovation.
Deep Research
Batch Analysis
Reports
Articles
AskDona Features
Stay up to date with the latest news on AskDona, insights on generative AI, RAG, security, ROI, and cutting-edge technological trends.
Document Comparison
Changes are identified across related documents
Deep Research
Relevant sources are reviewed and verified
Documents are created and updated
Document Generation


AskDona Knowledge Base (RAG)
A modular and scalable knowledge foundation designed for enterprise-grade usability.
AI agent for automated evaluation of hundreds of audit and compliance criteria

Batch Analysis
AI AGENT PLATFORM SUPPORTING ENTERPRISE WORKFLOWS
AI Agent Platform Supporting Enterprise Workflows
AI AGENT PLATFORM SUPPORTING ENTERPRISE WORKFLOWS
AI Agent Platform Supporting Enterprise Workflows
AI AGENT PLATFORM SUPPORTING ENTERPRISE WORKFLOWS
AI Agent Platform Supporting Enterprise Workflows
Document Comparison
An AI agent that compares documents, identifies differences, and detects changes.
Deep Research
AI agent for cross-document search and task-driven research report generation
Batch Analysis
AI-powered large-scale drafting and compliance assessment.


AskDona Knowledge Base (RAG)
A modular and scalable knowledge foundation designed for enterprise-grade usability.

Audit & Review
Internal documents and organizational knowledge only
"AskDona is an extremely useful tool for providing accurate and necessary information to Fugaku users. We look forward to its further development in the future."
Fumiyoshi Shoji
Director, Operations Technology Division, RIKEN Center for Computational Science








SECURITY & CONTROL
Deployment-based Security
AskDona offers two deployment options, while preserving the same core workflow and principles. Some capabilities and AI behaviors may vary depending on the deployment environment and model configuration.

Fastest to Launch
AskDona Cloud
AskDona is operated and managed by AskDona.
Fastest way to get started
SaaS grade security and availability
Continuous feature enhancements
Best for organizations that prioritize speed and simplicity.
Maximum Control




SaaS Hosted in your Own Cloud
The same AskDona SaaS, running inside your own cloud environment.
Data stays within your security boundary
Aligned with internal security and compliance policies
The same features and updates as the managed SaaS
Both options share the same capabilities and the same continuous feature enhancements.






SECURITY & CONTROL
Deployment-based Security
AskDona offers two deployment options, while preserving the same core workflow and principles. Some capabilities and AI behaviors may vary depending on the deployment environment and model configuration.
SaaS Hosted in your Own Cloud
The same AskDona SaaS, running inside your own cloud environment.
Maximum Control




Data stays within your security boundary
Aligned with internal security and compliance policies
The same features and updates as the managed SaaS
Both options share the same capabilities and the same continuous feature enhancements.
AskDona Cloud
AskDona is operated and managed by AskDona.
Fastest to Launch

Fastest way to get started
SaaS grade security and availability
Continuous feature enhancements
Best for organizations that prioritize speed and simplicity.
SECURITY & CONTROL
Deployment-based Security
AskDona offers two deployment options, while preserving the same core workflow and principles. Some capabilities and AI behaviors may vary depending on the deployment environment and model configuration.







Fastest to Launch
AskDona Cloud
AskDona is operated and managed by AskDona.
Fastest way to get started
SaaS grade security and availability
Continuous feature enhancements
Best for organizations that prioritize speed and simplicity.
Maximum Control




SaaS Hosted in your Own Cloud
The same AskDona SaaS, running inside your own cloud environment.
Data stays within your security boundary
Aligned with internal security and compliance policies
The same features and updates as the managed SaaS
Both options share the same capabilities and the same continuous feature enhancements.
High accuracy from Day 1
is the new standard.
AskDona’s “dona-rag-2.0” delivers high-accuracy answers from the initial phase without requiring tuning or data preprocessing. Joint verification with RIKEN R-CCS, the organization operating the supercomputer “Fugaku,” has demonstrated that it achieves accuracy more than 20 points higher than competing products.
Instead of spending time on accuracy improvements, the person in charge of implementation can focus fully on creating value by leveraging AskDona as organizational knowledge. By resolving technical concerns early, the verification phase can be cleared quickly, enabling a smooth transition to full-scale operation without causing opportunity loss.
High accuracy from Day 1
is the new standard.
AskDona’s “dona-rag-2.0” delivers high-accuracy answers from the initial phase without requiring tuning or data preprocessing. Joint verification with RIKEN R-CCS, the organization operating the supercomputer “Fugaku,” has demonstrated that it achieves accuracy more than 20 points higher than competing products.
Instead of spending time on accuracy improvements, the person in charge of implementation can focus fully on creating value by leveraging AskDona as organizational knowledge. By resolving technical concerns early, the verification phase can be cleared quickly, enabling a smooth transition to full-scale operation without causing opportunity loss.
High accuracy from Day 1
is the new standard.
AskDona’s “dona-rag-2.0” delivers high-accuracy answers from the initial phase without requiring tuning or data preprocessing. Joint verification with RIKEN R-CCS, the organization operating the supercomputer “Fugaku,” has demonstrated that it achieves accuracy more than 20 points higher than competing products.
Instead of spending time on accuracy improvements, the person in charge of implementation can focus fully on creating value by leveraging AskDona as organizational knowledge. By resolving technical concerns early, the verification phase can be cleared quickly, enabling a smooth transition to full-scale operation without causing opportunity loss.
High accuracy from Day 1 is the new standard.
AskDona’s “dona-rag-2.0” delivers high-accuracy answers from the initial phase without requiring tuning or data preprocessing. Joint verification with RIKEN R-CCS, the organization operating the supercomputer “Fugaku,” has demonstrated that it achieves accuracy more than 20 points higher than competing products.
Instead of spending time on accuracy improvements, the person in charge of implementation can focus fully on creating value by leveraging AskDona as organizational knowledge. By resolving technical concerns early, the verification phase can be cleared quickly, enabling a smooth transition to full-scale operation without causing opportunity loss.








High accuracy from Day 1
is the new standard.
AskDona’s “dona-rag-2.0” delivers high-accuracy answers from the initial phase without requiring tuning or data preprocessing. Joint verification with RIKEN R-CCS, the organization operating the supercomputer “Fugaku,” has demonstrated that it achieves accuracy more than 20 points higher than competing products.
Instead of spending time on accuracy improvements, the person in charge of implementation can focus fully on creating value by leveraging AskDona as organizational knowledge. By resolving technical concerns early, the verification phase can be cleared quickly, enabling a smooth transition to full-scale operation without causing opportunity loss.




