Yukti.
Cognitive Reasoning & Synthesis.
Equip your systems with an advanced retrieval framework that goes beyond raw text lookup. Arvya maps multi-source datasets recursively, resolves document inconsistencies, and outputs verifiably complete syntheses on sovereign infrastructure.
Retrieval that Reasons.
Syntheses that are verifiably correct.
Traditional RAG gathers disconnected text chunks. Yukti reasons: it designs execution tasks, evaluates context quality, resolves document discrepancies, and outputs compliant solutions.
Recursive Multi-Step Query Decomposition
Recursively decompose multi-faceted analytical questions into structured sub-queries. Fan out search workloads across vector spaces, keyword indices, and SQL stores simultaneously.
Traceable Semantic Synthesis & Lineage
Condense hundreds of high-density text chunks into unified, contextual responses. Surfaced outcomes are fully bound to active source citations with granular verification markers.
Omnichannel Cross-Format Processing
Parse and embed diverse files natively: ingest unstructured text, complex PDF grids, digital spreadsheets, and scanned diagrams into highly aligned semantic vectors.
Cognitive Self-Correction & Reconciliation
Identify and resolve conflicting source material autonomously. Our verification loops analyze contradicting document revisions and highlight discrepancies for manual operators.
Sovereign Dialect SQL Generation
Augment vector semantic search with precise database record lookup. The agent writes and executes read-only SQL queries to verify raw counts, invoice sums, and real-time ledger records.
Zero-Trust Air-Gapped Infrastructure
Deploy completely within isolated corporate parameters. Leverage local embedding engines and open-weight models to ensure 100% database sovereignty and data residency.
Secure Autonomous Retrieval.
Deep Reasoning. Total Security.
Connect Agentic RAG directly to your private databases and file shares. Customize retrieval pipelines for advanced compliance audit tasks.