From AI Agents and Enterprise RAG to Workflow Automation and Autonomous Intelligence — production systems built by IIT Kharagpur engineers.
Most AI projects fail in production. Ours don't. We have shipped over 50 systems for banks, research institutions, startups, and enterprises. Each one production-grade from day one.
Autonomous systems that plan, decide, and execute on your behalf. From simple task automation to complex multi-step workflows, we build agents that work while your team focuses on what actually matters.
60 to 80% reduction in manual effortYour internal knowledge should be as easy to query as a web search. We build production-grade retrieval systems over your documents, data rooms, and private knowledge bases with citation tracking built in.
8 to 15% better retrieval over baselineEvery manual step in your business process is a place where time gets lost. We connect your existing tools with AI decision-making at every node so work moves without waiting for a human.
Entire job functions automated end to endSome problems are too complex for a single model. We architect coordinated networks of specialized AI agents that collaborate, delegate, and solve problems at an enterprise scale.
Handles tasks no single model can solve aloneThe step beyond automation: systems that observe, decide, and act on their own. We build autonomous intelligence that runs continuously, adapts to new situations, and keeps moving work forward without a human in the loop.
Operates continuously without human interventionKeyword search isn't enough anymore. Users need to describe what they want and find it instantly. We build semantic and hybrid search systems that understand context, intent, and meaning — not just words.
3x improvement in search relevanceRaw data without insight is just storage. We build automated pipelines that extract, clean, structure, and analyze at scale so your team makes decisions in minutes instead of weeks.
10x faster insights from unstructured dataGetting data from the web at scale is not a solved problem. We build distributed, resilient scraping systems with LLM-powered extraction that deliver clean structured data at any volume, reliably.
90% extraction accuracy at scaleWhen everyone has a different answer to the same question, your organization has a knowledge problem. We build queryable knowledge graphs that make years of institutional memory searchable and structured.
Instant access to institutional memoryProduction AI needs production infrastructure. We design and deploy the cloud backbone behind your models — scalable inference, orchestration, monitoring, and cost control — so your systems stay fast and reliable as they grow.
Built to scale reliably and cost-efficientlyWe are a team of engineers from IIT Kharagpur who got tired of watching AI prototypes die before reaching users. So we started building systems that actually work in the real world.
Meet the full team →Your next AI system starts with a single conversation.