Solix Technologies launches Data Sense and Data Ask AI tools

technvision ventures affiliate Solix Technologies announced the general availability of Data Sense and Data Ask on July 30, 2026. The new Solix Enterprise AI capabilities are designed to bridge the gap between "AI-ready" and "AI-activated" data, enabling enterprises to derive value from governed data through plain-language answers and agent-operated intelligence without the need for SQL or costly data migration projects.

The announcement was filed with the Bombay Stock Exchange Limited on July 31, 2026. Santosh Kumar Diddiga, Company Secretary & Compliance Officer of TechNVision Ventures Limited, submitted the corporate announcement regarding the product launch by Solix Technologies, Inc., based in Santa Clara, CA.

Product Capabilities

Solix Technologies stated that while its existing Common Data Platform (CDP), Enterprise Content Services (ECS), and AI Warehouse make enterprise data "AI-ready" by governing, validating, and preserving it, the new tools complete the journey to activation. Data Sense and Data Ask allow business users to interact with structured systems, content repositories, and long-term archives directly.

Data Sense: Semantic Layer Construction

Data Sense automatically builds a semantic and knowledge layer over existing enterprise data without manual modeling. Key features include:

Feature	Functionality
Application Knowledge Graph (AKG)	Maps schemas and relationships, including undeclared ones, with AI-generated descriptions
Content Intelligence	Ingests contracts, policies, and manuals to produce cited answers
Intelligent Classification	Sorts records into business categories to manage retention and resolve ROT data

Data Ask: Natural Language Interface

Data Ask serves as a natural-language interface for activated data. It allows users to query structured databases, documents, and hybrid combinations through a single governed interface. The system provides grounded, explainable answers that trace back to source data, avoiding the "confident-but-wrong" outputs common in generic AI tools. Features include cross-application querying, guided disambiguation, and permission-aware governance with PII filtering.

Leadership Perspective

Mark Lee, Chief Product Officer at Solix Technologies, emphasized the distinction between readiness and activation in the market.

"AI-ready and AI-activated are not the same claim, and most of the market only makes the first one," Lee said. "Data doesn't create value sitting in a ready state; it creates value when it's activated: when it answers in plain language, powers an application, or is operated by an agent."

Availability

Data Sense and Data Ask are available immediately as part of Solix Enterprise AI. The solutions are delivered on SOLIXCloud or any major cloud provider. Solix Technologies noted that these capabilities support multi-cloud, hybrid, and sovereign AI deployments, enabling organizations to securely manage and activate data wherever it resides.

1 Day	5 Days	1 Month	6 Months	1 Year	5 Years
+0.00%	-11.91%	+0.28%	-26.38%	-26.38%	-26.38%

Solix Technologies has appointed Dr. Ujwala as Director of Technical Product Management to lead its Life Sciences and AI transformation initiatives. The appointment, effective May 27, 2026, positions the company to enhance its product roadmap strategy and business development across regulated industries. Dr. Ujwala will be based in Mumbai and support strategic growth across India and North America.

Dr. Ujwala brings more than 22 years of experience spanning Global Pharmaceutical R&D, Clinical Research Operations, Pharmacovigilance, and Regulatory Writing. Her expertise covers the Pharmaceutical, Medical Device, and Biosimilar sectors. Previously, she spent over a decade scaling Nucleon Research, a Mumbai-based Contract Research Organization (CRO), where she established Good Pharmacovigilance Practice (GVP)-compliant safety systems and GDPR-compliant cloud-based operations.

Strategic Focus on AI and Digital Transformation

At Solix Technologies, Dr. Ujwala will focus on AI-driven digital transformation, regulatory technology platforms, and enterprise data modernization. Her role involves developing next-generation digital solutions for Life Sciences and regulated industries. The company stated that her experience in pharmacovigilance, clinical operations, and technology modernization will add significant value to global customers.

Executive Commentary

Murali Krishnam of Solix Technologies emphasized the importance of the appointment, noting that the Life Sciences industry is undergoing a fundamental transformation driven by AI and data modernization. He highlighted that leaders combining deep domain expertise with operational excellence are critical for navigating this shift.

About the Companies

Solix Technologies, Inc. is a provider of enterprise data, AI, and data fabric solutions, trusted by Fortune 2000 companies. Its Solix Common Data Platform (CDP) supports cloud data management applications. TechNVision Ventures Limited, the listed entity, is an affiliate of Solix Technologies and focuses on creating next-generation enterprise software businesses.