Star Metro - Alset AI Congratulates Investee Company Henon on World-First Launch of Zero-Error RAG System for Financial Workflows

This achievement establishes a new benchmark for AI reliability in private equity and credit firms, where even minor inaccuracies in AI-generated outputs can result in substantial financial or operational consequences. While conventional RAG systems achieve accuracy rates of 75% to 92%,¹ which is generally considered to be adequate for consumer applications but insufficient for institutional finance, Henon's zero-error system has been rigorously tested across structured reporting, valuation workflows, audit trails, and scenario modeling. The testing demonstrated consistent, explainable, and verifiably correct outputs for each query.

Henon's architecture combines a controlled retrieval layer with strict data governance protocols, eliminating ambiguity at the source and preventing hallucinations or approximations The result delivers grounded, auditable responses that are drawn exclusively from verified data.

The zero-error RAG engine is now fully integrated and available across Henon's monitoring, reporting, and modeling modules, supporting both historical and real-time portfolio data with built-in reasoning checks and complete source traceability.

Adam Ingrao, CEO of Alset AI Ventures Inc., commented: "We are incredibly proud to support Henon as they deliver the world's first zero-error RAG system purpose-built for institutional finance. This milestone not only validates our investment thesis but also highlights the impact of backing elite teams that do not compromise on reliability in high-stakes environments. Henon's innovation is an instrumental development in AI and underscores Alset's focus on investments that drive meaningful, mission-critical AI advancements."

This launch forms a core component of Henon's M1 architecture, an AI-native platform designed to remove friction across the financial data lifecycle, from ingestion to actionable insight, supporting CFOs, general partners, and operators in moving from data to decision with greater confidence and reduced reliance on tool fragmentation or manual verification.

About Henon Financial Technologies Inc.

Henon is an AI-native platform purpose-built for private equity and credit firms. It integrates data warehousing, monitoring, reporting, modeling, and valuation capabilities into a single secure system of action, dramatically reducing friction from data to decision. Henon serves a global client base from offices in Toronto, Chicago, and London. For more information, visit www.henon.ai.

About Alset AI Ventures Inc.

Alset AI is an AI-focused venture investment platform dedicated to sourcing, funding, and developing companies across the artificial intelligence value chain. The company seeks to provide investors with diversified exposure to emerging applications and infrastructure that enable advancements in AI technologies.

For further information about Alset AI Ventures Inc., please contact:

Investor Relations

Adam Ingrao
Chief Executive Officer
T: 236.312.6744
E: [email protected]

Neither the TSX Venture Exchange nor its Regulation Services Provider (as that term is defined in the policies of the TSX Venture Exchange) accepts responsibility for the adequacy or accuracy of this release.

Cautionary Note regarding Forward Looking Statements

This press release may contain certain forward-looking statements and forward-looking information (collectively, "forward-looking statements") regarding the Company, including, but not limited to, statements with respect to the impacts of the launch of Henon's RAG system to the Company's business; expectations regarding the reliability, accuracy, and operational performance of the RAG system, including its testing across structured reporting, valuation workflows, audit trails, scenario modeling, monitoring, reporting, and modeling modules; Henon's data governance protocols, and their ability to support explainable, consistent, and verifiable outputs; the integration of the RAG engine into Henon's M1 architecture and its anticipated impact on streamlining aspects of the financial data lifecycle; and the strategic direction and business plans of the Company, including its ability to provide investors with diversified exposure to emerging applications and infrastructure that enable advancements in AI technologies. Forward-looking statements normally contain words like "will", "intend", "anticipate", "could", "should", "may", "might", "expect", "estimate", "forecast", "plan", "potential", "project", "assume", "contemplate", "believe", "shall", "scheduled", and similar terms. These statements are only predictions. Various assumptions were used in drawing the conclusions or making the projections contained in the forward-looking statements throughout this press release. Forward-looking statements are not guarantees of future performance, actions, or developments and are based on expectations, assumptions, and other factors that management currently believes are relevant, reasonable, and appropriate in the circumstances. Although management believes that the forward-looking statements herein are reasonable, actual results could be substantially different due to the risks and uncertainties associated with and inherent to Alset AI's business. Additional material risks and uncertainties applicable to the forward-looking statements herein include, without limitation, the impact of general economic conditions, and unforeseen events and developments. This list is not exhaustive of the factors that may affect the Company's forward-looking statements. Many of these factors are beyond the control of Alset AI. All forward-looking statements included in this press release are expressly qualified in their entirety by these cautionary statements. The forward-looking statements contained in this press release are made as at the date hereof, and Alset AI undertakes no obligation to update publicly or to revise any of the included forward-looking statements, whether as a result of new information, future events, or otherwise, except as may be required by applicable securities laws. Risks and uncertainties about the Company's business are more fully discussed under the heading "Risks and Uncertainties" in its most recent Management's Discussion and Analysis and other disclosure documents available on SEDAR+ at www.sedarplus.ca.

References

¹https://www.henon.ai/commentary/henon-launches-zero-error-rag-system-for-financial-workflows

SOURCE: Alset AI Ventures Inc.

View the original press release on ACCESS Newswire

W.Richard--SMC