Every innovation begins as an experiment. Here you'll discover the ideas we're researching, the technologies we're evaluating, and the concepts that may power the next generation of Yukti Labs products.
Initial research into graph-based knowledge representation for AI fact-verification.
First prototype of the knowledge graph engine with entity extraction and relationship mapping.
Real-time social data intelligence platform deployed at edge with semantic clustering.
AI knowledge graph core with multi-hop search and temporal versioning.
Developer utility suite with WASM sandbox runtime and edge caching.
Cross-product semantic search combining vector, keyword, and graph retrieval.
Research into autonomous AI agents with graph-verified reasoning.
Public innovation lab and research archive launch.
Unified AI platform combining all Yukti products into a single intelligence layer.
A hybrid framework bridging relational entities in Graph Databases with semantic token search. Combining dense vectors with graph adjacencies reduces factual errors in complex query loops by 43.5%.
An algorithm for adaptive filtering to prevent vector database congestion. Evaluating incoming record entropy on the edge, caching low-novelty items and triggering graph re-indexing only for high-entropy entries.
A sandboxed runtime environment optimized for real-time asset minification and token analysis. Using WASM runtimes at edge routes, common developer utility workflows execute with near-zero latency.
Lamport timestamp-based temporal versioning for append-only graph mutation logs. Enables time-travel queries and diff analysis across any historical snapshot without full recomputation.
A lightweight IVF-PQ vector index optimized for Cloudflare Workers with sub-10ms query latency and 4x memory compression.
The Operating System for Intelligence
A unified platform that runs all Yukti products as native services with seamless cross-product data flow and a single intelligence layer.
Autonomous Data Infrastructure
Self-healing, self-optimizing data infrastructure that automatically scales, tunes, and repairs itself across global edge deployments.
Your Organization's Living Memory
A persistent, queryable knowledge base that learns from every interaction, document, and decision across your entire organization.
The Intelligence Layer
A unified AI platform that combines knowledge graphs, vector search, and LLMs into a single reasoning engine for enterprise data.
AI-Native Development Environment
An AI-powered development environment that understands your entire codebase, infrastructure, and deployment pipeline.
Autonomous agents with graph-verified reasoning now in internal testing.
TodayUniversal Knowledge Graph cross-product linking completed.
YesterdayHybrid search pipeline shows 94% recall on cross-product queries.
3 days agoDesign System v2 achieves WCAG 2.2 AAA compliance targets.
1 week agoQuantized 4-bit LLM inference at the edge — benchmark results.
2 weeks agoEvery decision considers the next 10 years, not the next quarter.
The best solutions are invisible. Complexity is a bug.
Understand before building. Measure before optimizing.
Speed is a feature. Latency is a tax.
If it's not accessible, it's not done.
User data belongs to users. We build trust through architecture.