From RAG pipelines and AI agents to knowledge graphs and full-stack deployments — no hype, just engineering.
We don't just prototype. We architect, build, deploy, and maintain intelligent systems — from research to production.
Multi-agent systems with structured pipelines, tool use, memory, and autonomous decision-making. From single-purpose bots to complex multi-agent workflows.
Retrieval-Augmented Generation pipelines with hybrid search, vector databases, and intelligent chunking. We build systems that actually know things.
ETL pipelines, document extraction, structured data from unstructured sources. HR analytics, financial reports, compliance — we parse it all.
From localhost to production. Cloudflare tunnels, Docker, API design, Vue/React frontends, PostgreSQL, Redis — the works. Working software, not slide decks.
MCP servers, coding agent orchestration, pipeline frameworks, and developer tooling. We build the things that make AI teams ship faster.
Penetration testing, vulnerability assessment, and secure-by-design architecture. We build systems that don't just work — they're hardened.
Real projects, real users, real deployments. Here's some of what we've built.
A tool for Chief Compliance Officers of NBFCs. Keep the applicable regulatory universe current, test more of the book with less effort, and turn findings into fixes with clear ownership — making reporting to senior management, the Board and RBI simpler. We are surveying CCOs on how testing works today.
Visit the RegYantra page →Structured multi-phase pipeline orchestration for AI coding agents. Phased execution, agent tiering, cost tracking, crash recovery, and spec-driven builds from requirements to production.
Enterprise knowledge management with hybrid search (vector + BM25), advanced embeddings, intelligent chunking, and multi-tenant knowledge bases. Production-proven for legal and financial document analysis.
Corporate governance report extraction and analytics. AI-powered PDF parsing, structured data extraction from annual reports, and interactive dashboards for compliance research.
Persistent AI assistant platform with structured memory, multi-channel communication (WhatsApp, Discord, Telegram), scheduled operations, and 20+ integrated tools for always-on productivity.
Deep document parsing and AI skill generation. Extract structured knowledge from PDFs, whitepapers, and reports — then turn that knowledge into deployable, reusable agent capabilities.
AI-powered code exploration and refactoring. Knowledge graph-driven codebase analysis, impact analysis, and automated capability generation from repositories.
Deep, whole-codebase audits delivered in hours, not weeks. coden runs four rigorous audits in one pass — Security (finds real attack-surface flaws, not false alarms), Regulatory (compliance gaps mapped to 12 frameworks including SOC 2, HIPAA, GDPR, PCI DSS, India DPDP, EU AI Act), Performance (what's slow and what buckles under load), and Maintainability (hidden tech debt with a prioritized fix plan). Predictable per-line pricing. Complete coverage, decision-ready reports.
We pick the right tool for the job — not the trendiest one.
A Chartered Accountant with deep expertise across finance, treasury, operations and strategy, Priya brings over two decades of leadership in banking and financial services. She is known for driving transformation through governance, automation and data-driven decision-making, and is passionate about simplifying processes and nurturing high-performing teams.
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With 20+ years in technology, Krishnan has built scalable, secure systems across finance and insurance, integrating open-source frameworks with enterprise platforms. He has worked with Kotak, Reliance and Cholamandalam, and as Core Architect at BenchmarkEmail.com.
LinkedInYantra3loka is an AI/ML engineering studio based in Mumbai. We build production-grade intelligent systems — from RAG pipelines and AI agents to full-stack platforms with real users.
We believe in shipping over theorizing. Every project we take on ends with working software, not a whitepaper. We've built document extraction systems for corporate governance research, always-on AI assistants managing multi-channel communication, and orchestration frameworks that turn specs into deployed products.
If you need AI that actually works — not a demo, not a pitch deck — let's talk.
Whether you need a production RAG pipeline, an AI agent platform, or a full-stack application with intelligence baked in — we're ready.