Actian, the data and AI division of HCLSoftware, has introduced Actian AI Analyst (formerly Wobby), a conversational analytics solution powered by the Steward Agent. This tool automatically generates and maintains a governed semantic layer, enabling faster deployment of trusted, auditable insights while minimizing hallucinations common in complex enterprise data environments.
Quick Intel
Enterprises increasingly rely on AI to accelerate analytics and decision-making, yet trust issues persist due to hallucinations and untraceable logic in complex data scenarios. The Stanford HAI 2025 AI Index Report highlights how model accuracy can drop sharply—from 97.8% on simpler tasks to near zero—as reasoning complexity rises, creating risks in enterprise settings.
"Increasingly, enterprises are embedding AI into analytics workflows to accelerate insight generation and decision-making, but speed without trust is a liability," said Guillaume Bodet, chief product officer at Actian. "Unlike error-prone text-to-SQL tools, the Actian AI Analyst is anchored in governed enterprise data and engineered for full traceability, allowing organizations to scale analytics access for business users without sacrificing accuracy or trust."
The Steward Agent streamlines the foundation for AI analytics by intelligently transforming existing business glossaries and documentation into a Semantic Knowledge Graph. This process accelerates time to value, often reducing setup from months to days or weeks. It also enforces shared business logic across departments to prevent metric drift and automatically detects and updates changes in definitions for ongoing relevance.
Actian AI Analyst provides a natural-language interface that empowers business users to ask questions, follow up conversationally, and receive instant, verified analysis without SQL expertise. Every response is constrained by the governed semantic layer, eliminating unconstrained SQL generation that leads to errors. Full traceability shows the reasoning steps, filters, and calculations behind each answer, enabling quick validation and issue resolution.
The solution integrates seamlessly into daily workflows through Slack and Microsoft Teams, delivering insights directly in collaboration environments. It maintains threaded conversational context, allowing natural progression of analysis across multiple questions without resets. This empowers self-service analytics, lightening the load on data teams and shortening the path from inquiry to informed action.
"The Actian AI Analyst turned our BI into a conversation instead of a development cycle," said Pieter Seyns, Head of Artificial Intelligence at Bekaert, a leader in material science of steel wire transformation and coating technologies. "Faster insights, fewer dashboards—the Actian AI Analyst simply works."
For broader enterprise use, Actian AI Analyst pairs with the Actian Data Intelligence Platform to form a closed-loop system, where governed data definitions feed directly into live conversational analytics.
About Actian
Actian empowers enterprises to confidently manage and govern data at scale. Actian data management and data intelligence solutions help streamline complex data environments and accelerate the delivery of AI-ready data. Designed to be flexible, Actian solutions integrate seamlessly and perform reliably across on-premises, cloud, and hybrid environments.
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