Kellton Tech Solutions Ltd., a leader in AI-driven digital transformation and enterprise technology consulting, has announced the commercial launch of Structi.ai, a cutting-edge AI context engine. This platform is designed to revolutionise the way enterprises handle unstructured data, converting it into contextual, AI-ready intelligence at scale.
Structi.ai is built to support organisations in accelerating their enterprise AI adoption. It empowers businesses to extract value from various fragmented enterprise contents such as documents, images, and audio files, which traditional systems and AI workflows often find challenging to process effectively.
The platform integrates advanced technologies like GenAI, Agentic AI, metadata enrichment, and decision orchestration capabilities. These features enable the transformation of raw enterprise data into structured, contextual intelligence, facilitating automation, operational workflows, downstream AI models, and real-time business decision-making. Kellton Tech reports that Structi.ai currently processes over 10 million data assets daily, supports more than 50 data formats, and achieves average turnaround times of under two seconds with an internal benchmark accuracy rate of 99.9%.
Structi.ai operates through a multi-layered architecture that includes intelligent ingestion, AI-led extraction and analysis, metadata and relationship mapping, AI-augmented domain-based data quality validation, and a decisioning layer that supports conversational querying and workflow integration.
A standout feature of the platform is its AI-augmented domain validation capability. This feature applies industry-specific rules, semantic understanding, contextual anomaly detection, and domain ontologies to enhance the accuracy, completeness, consistency, and reliability of enriched data before it is utilised by downstream systems or AI models. These capabilities are particularly beneficial for sectors such as banking, insurance, healthcare, and manufacturing, where data quality, compliance, and operational precision are crucial.
Initially developed as an internal accelerator for enterprise AI-driven enrichment initiatives, Structi.ai has evolved into a scalable enterprise-grade platform. It is designed to help organisations build robust foundations for intelligent automation and AI-ready operations.
Pavan Yerra, Chief Data and AI Officer at Kellton Tech Solutions Ltd., stated, “Enterprises today are sitting on vast volumes of unstructured data that remain inaccessible to AI systems and business workflows. 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 also revealed that future enhancements to Structi.ai will further expand its conversational intelligence capabilities, allowing business users to access enriched enterprise insights through natural language interactions with minimal technical intervention.
Disclaimer: This article is based on a regulatory filing submitted to the National Stock Exchange of India (NSE).
This article is written by Business Desk and reviewed by Aman Shukla before publication.