Actian Reveals Conversational Analysis Solution for Enhanced Insights
Actian, the data and AI division of HCLSoftware, has announced the launch of Actian AI Analyst, previously known as Wobby. This innovative solution is designed for conversational analysis, enabling businesses to extract meaningful insights through efficient and intelligent methods. The AI Analyst comes equipped with the Steward Agent, which generates and maintains a semantic layer, effectively bridging the gap between raw data and actionable insights in a matter of days or weeks.
One of the primary challenges facing companies today is achieving accuracy when integrating AI into their analysis workflows. Actian AI Analyst addresses this concern by providing a contextually aware semantic knowledge graph that minimizes errors and combats the high incidence of AI hallucinations commonly associated with traditional text-to-SQL tools. According to the 2025 AI Index Report from Stanford HAI, while basic models can achieve high accuracy rates in simple tasks, their effectiveness tends to decline sharply as task complexity increases. This often results in untrustworthy conclusions, creating a significant trust gap in organizational decision-making processes.
"As companies increasingly rely on AI to enhance their analysis workflows, the importance of trust cannot be overstated," stated Guillaume Bodet, Chief Product Officer at Actian. "The Actian AI Analyst is rooted in controlled corporate data, designed for full traceability, allowing businesses to scale their access to analysis without compromising on accuracy or reliability."
The Steward Agent focuses on intelligent data foundation construction, streamlining the data setup by utilizing existing warehouse schemas and business documents to create a structured data model. It incorporates several features to enhance data handling:
Furthermore, the Actian AI Analyst sets new standards for scalable accuracy in conversational analytics. Business users can now explore data and dive deep into insights using natural language, facilitating immediate analytical responses. This system does away with static dashboards, entering instead a conversational interface that allows users to pose follow-up questions and obtain instant, contextual feedback without needing to write complex SQL queries. A controlled execution engine guarantees that each response is grounded in specific business logic while eliminating unrestricted SQL generation that can cause misinterpretations.
Adding another layer of utility, the Actian AI Analyst offers full traceability into the reasoning behind each calculated response, so business users can verify results and promptly address discrepancies.
The ease of integration into existing business processes further simplifies the transition from inquiry to strategic decision-making. For example, retrieval of conversational analyses can be conducted directly within collaboration platforms such as Slack and Microsoft Teams, eliminating the need for users to switch between applications. This thread-based conversation context allows insights to develop smoothly as users engage in multi-turn discussions without losing their analytical thread.
Highlighting the transformative potential of the Actian AI Analyst, Pieter Seyns, Head of Artificial Intelligence at Bekaert, a leader in materials science, remarked, "The Actian AI Analyst has turned our business intelligence process from a lengthy development cycle into an engaging conversation. Faster insights with fewer dashboards—it's simply effective."
Organizations aiming to scale these capabilities across their operations can combine Actian AI Analyst with the Actian Data Intelligence Platform, creating a cohesive system that integrates controlled data definitions directly into live analytics.
The Actian AI Analyst and Steward Agent are available now, with further integration of the agents across the entire Actian portfolio planned for upcoming quarters. To learn more, visit the Actian AI Analyst webpage and explore the comprehensive capabilities that render data management both efficient and reliable, whether on-premises, in the cloud, or in hybrid environments. Discover how Actian, as a data and AI department within HCLSoftware, can empower businesses to manage and control vast data landscapes securely and effectively.
One of the primary challenges facing companies today is achieving accuracy when integrating AI into their analysis workflows. Actian AI Analyst addresses this concern by providing a contextually aware semantic knowledge graph that minimizes errors and combats the high incidence of AI hallucinations commonly associated with traditional text-to-SQL tools. According to the 2025 AI Index Report from Stanford HAI, while basic models can achieve high accuracy rates in simple tasks, their effectiveness tends to decline sharply as task complexity increases. This often results in untrustworthy conclusions, creating a significant trust gap in organizational decision-making processes.
"As companies increasingly rely on AI to enhance their analysis workflows, the importance of trust cannot be overstated," stated Guillaume Bodet, Chief Product Officer at Actian. "The Actian AI Analyst is rooted in controlled corporate data, designed for full traceability, allowing businesses to scale their access to analysis without compromising on accuracy or reliability."
The Steward Agent focuses on intelligent data foundation construction, streamlining the data setup by utilizing existing warehouse schemas and business documents to create a structured data model. It incorporates several features to enhance data handling:
- - Semantic Modeling: Transforms existing business glossaries and documentation into a semantic knowledge graph, enabling swift shifts from raw data to analyzable insights.
- - Consistent Business Logic: Maintains a unified business logic across departments to prevent inconsistencies in metrics.
- - Proactive Logic Maintenance: Automatically updates business definitions, ensuring that the semantic layer adapts without requiring manual adjustments.
Furthermore, the Actian AI Analyst sets new standards for scalable accuracy in conversational analytics. Business users can now explore data and dive deep into insights using natural language, facilitating immediate analytical responses. This system does away with static dashboards, entering instead a conversational interface that allows users to pose follow-up questions and obtain instant, contextual feedback without needing to write complex SQL queries. A controlled execution engine guarantees that each response is grounded in specific business logic while eliminating unrestricted SQL generation that can cause misinterpretations.
Adding another layer of utility, the Actian AI Analyst offers full traceability into the reasoning behind each calculated response, so business users can verify results and promptly address discrepancies.
The ease of integration into existing business processes further simplifies the transition from inquiry to strategic decision-making. For example, retrieval of conversational analyses can be conducted directly within collaboration platforms such as Slack and Microsoft Teams, eliminating the need for users to switch between applications. This thread-based conversation context allows insights to develop smoothly as users engage in multi-turn discussions without losing their analytical thread.
Highlighting the transformative potential of the Actian AI Analyst, Pieter Seyns, Head of Artificial Intelligence at Bekaert, a leader in materials science, remarked, "The Actian AI Analyst has turned our business intelligence process from a lengthy development cycle into an engaging conversation. Faster insights with fewer dashboards—it's simply effective."
Organizations aiming to scale these capabilities across their operations can combine Actian AI Analyst with the Actian Data Intelligence Platform, creating a cohesive system that integrates controlled data definitions directly into live analytics.
The Actian AI Analyst and Steward Agent are available now, with further integration of the agents across the entire Actian portfolio planned for upcoming quarters. To learn more, visit the Actian AI Analyst webpage and explore the comprehensive capabilities that render data management both efficient and reliable, whether on-premises, in the cloud, or in hybrid environments. Discover how Actian, as a data and AI department within HCLSoftware, can empower businesses to manage and control vast data landscapes securely and effectively.
Topics Business Technology）
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