GFLOPS to Showcase AskDona Assessment for Evidence-Based AI Evaluations at SC26

AskDona Assessment combines AI-powered document evaluation, traceable evidence, and reproducibility-focused technology to support enterprise assessments.

TOKYO, SHIBUYA, JAPAN, November 5, 2026 /EINPresswire.com/ — GFLOPS Co., Ltd., an AI technology company developing deterministic assessment systems, announced that it will showcase AskDona Assessment at SC26.

AskDona Assessment is an AI-powered platform that evaluates documents against predefined requirements, identifies potential gaps, and provides structured findings supported by citations to source documents. The platform is designed for organizations managing complex technical, operational, and regulatory documentation, where consistency, transparency, and human oversight are essential.

At SC26, GFLOPS will highlight the platform’s evidence-based assessment capabilities and its work on deterministic AI processing to improve the consistency and reproducibility of assessment results.

– Advancing Reproducibility Through Deterministic Processing

A key focus of GFLOPS’s technology development is deterministic AI processing, with the goal of producing the same assessment results when evaluations are repeated with the same inputs under the same conditions.

Large language models can produce different responses to identical inputs, creating challenges for organizations that rely on repeatable assessments. GFLOPS is developing technologies to improve the reproducibility of AI-generated assessments while maintaining traceability to the evidence supporting each result.This approach is particularly relevant to quality assurance, regulatory compliance, internal audits, and other document-intensive workflows in which assessment results must be reviewed and verified.

– Experience in Complex Research and Enterprise Environments

GFLOPS collaborated with RIKEN, a leading scientific research institution and home to the Fugaku supercomputer, during the early development of AskDona. This collaboration helped shape AskDona’s approach to navigating extensive technical documentation and making complex information more accessible.
Building on this experience, GFLOPS expanded AskDona’s capabilities to support structured document assessments through AskDona Assessment.

In a validation project with JSOL Corporation, AskDona evaluated approximately 400 system risk assessment criteria per system using internal policies and design and operational documentation from more than 100 systems. JSOL reported assessment accuracy of at least 90% in the validation. The project also reduced the workload for interpreting assessment criteria, conducting evaluations, and documenting results by an average of 45% per system—equivalent to approximately 2,000 hours annually across JSOL.

– Supporting Human Decision-Making

“AI can generate answers, but organizations need more than answers when evaluating complex requirements,” said Maria Morimoto, CEO and Co-Founder of GFLOPS.
“They need to understand the evidence behind each assessment and trust that the evaluation process is consistent. Our goal is to make AI assessments more transparent, traceable, and reproducible while keeping humans responsible for final decisions.”

– Meet GFLOPS at SC26
GFLOPS will showcase AskDona Assessment at Booth #2960 during the SC26 exhibition, November 17–19, 2026, at McCormick Place in Chicago.
Attendees can learn how the platform evaluates requirements against extensive document collections and generates evidence-supported assessment results.

– About GFLOPS Co., Ltd.
Founded in 2023, GFLOPS Co., Ltd. is an AI technology company developing deterministic assessment systems. The company designs and develops AI architectures and applications for organizations managing complex technical, operational, and regulatory documentation.
Its flagship platform, AskDona, supports enterprise knowledge retrieval and document analysis. AskDona Assessment extends these capabilities to evaluating documents against predefined requirements, providing structured findings supported by citations to source documents. GFLOPS aims to make AI assessments more consistent, traceable, and reproducible while keeping final decisions in human hands.

Media Relations
GFLOPS Co., Ltd.
Visit us on social media:
LinkedIn
YouTube

Meet AskDona Assessment | AI Assessment. Human Decisions.

Media gallery