Our Work
Pick a project to explore the full narrative.
A focused, source-linked medical college explorer with representative course, state, college and historical cutoff views.
Problem
Students have to interpret a dense official seat matrix while making time-sensitive counselling choices.
Impact
Core AI platform with MCP Gateway, Registry, and Server blueprints to standardize delivery, governance, and on-prem deployments.
Problem
Fragmented experimentation, duplicated stacks, and no governed path to production for AI use cases.
Impact
Fleet of collaborative agents that transform functional specs into shippable code with knowledge-graph grounding and governance.
Problem
Slow handoffs between spec authors and developers; gaps and ambiguities caused rework and compliance risk.
Impact
On-prem vision + language pipeline powered by Qwen-3-32B-VL, tuned for industrial imagery with GPU-aware batching and guardrails.
Problem
Need for private, on-prem vision analysis with tight latency and compliance requirements.
Impact
Hybrid RAG platform with vLLM inference, Weaviate vector search, and policy guardrails for regulated content.
Problem
Consultants lacked a single, governed source of truth; answers were stale, and LLM outputs were un-audited.
Impact
Streaming GenAI copilot for control-room operators using small language models (SLMs), tool-use, and edge-safe guardrails.
Problem
Operators lacked a trustworthy assistant for live incidents; prior bots were slow, verbose, and unsafe for edge sites.
Impact
