Hyderabad: Kellton Tech Solutions Ltd., an AI-led digital transformation and enterprise technology consulting company, today announced the commercial launch of Structi.ai, a next generation AI context engine designed to help enterprises transform unstructured data into contextual, AI-ready intelligence at scale.
Built to support organizations accelerating enterprise AI adoption, Structi.ai enables businesses to unlock value from documents, images, audio files, and other fragmented enterprise content that traditional systems and AI workflows often struggle to process effectively.
The platform combines GenAI, Agentic AI, metadata enrichment, and decision orchestration capabilities to convert raw enterprise data into structured, contextual intelligence that powers automation, operational workflows, downstream AI models, and real-time business decision-making.
According to Kellton, Structi.ai currently processes more than 10 million data assets daily, supports over 50 data formats, and delivers average turnaround times of under two seconds with an internal benchmark accuracy rate of 99.9%. Structi.ai operates through a multi-layered architecture spanning intelligent ingestion, AI-led extraction and analysis, metadata and relationship mapping, AI-augmented domain-based data quality validation, and a decisioning layer that enables conversational querying and workflow integration.
A key differentiator of the platform is its AI-augmented domain validation capability, which applies industry-specific rules, semantic understanding, contextual anomaly detection, and domain ontologies to improve the accuracy, completeness, consistency, and reliability of enriched data before it reaches downstream systems or AI models. Kellton states that these capabilities are particularly relevant for industries such as banking, insurance, healthcare, and manufacturing, where data quality, compliance, and operational precision remain critical.
Originally developed as an internal accelerator for enterprise AI-driven enrichment initiatives, Structi.ai has evolved into a scalable enterprise-grade platform designed to help organizations build stronger foundations for intelligent automation and AI-ready operations.
“Enterprises today are sitting on vast volumes of unstructured data that remain inaccessible to AI systems and business workflows,” said Pavan Yerra, Chief Data and AI Officer at Kellton Tech Solutions Ltd. “Structi.ai was built to bridge that gap by transforming fragmented enterprise content into meaningful, decision-ready intelligence. We see this as a strategic addition to Kellton’s growing AI-led platform portfolio and an important step toward enabling scalable enterprise AI adoption.” Kellton stated that future enhancements to Structi.ai will further expand conversational intelligence capabilities, enabling business users to access enriched enterprise insights through natural language interactions with minimal technical intervention.
