Madhi AI

Madhi AI is an applied AI consultancy that helps companies move from AI experiments to reliable, production-grade AI systems.

We specialize in AI agents, RAG systems, workflow automation, voice AI, document intelligence, text-to-SQL, and custom AI implementations for real business operations.

Our focus is not just on models. We design the operating layer around AI: agent harnesses, context management, memory, tool use, workflow state, approvals, integrations, evaluations, fallback handling, and deployment.

We work closely with client teams in a forward-deployed model, combining AI engineering, product thinking, and operational understanding. This helps us identify the right use cases, map workflows, and build AI systems that fit real business environments.

Our core services include:

• Custom AI agents for operations, support, research, reporting, and execution• Agent harness engineering for memory, tools, state, approvals, and control logic• RAG and context engineering over documents, PDFs, emails, transcripts, SOPs, and internal knowledge• Workflow automation across CRMs, databases, spreadsheets, emails, and internal tools• Voice AI agents for booking, qualification, support, lead handling, and post-call workflows• Document processing and structured data extraction• Text-to-SQL agents and business reporting systems• LLM, SLM, and fine-tuned AI systems optimized for quality, latency, cost, and privacy• AI evaluations, guardrails, and human-in-the-loop review

Madhi AI is best suited for companies that want to reduce manual work, automate repetitive processes, improve decision-making, build internal knowledge systems, or create AI agents that work across existing tools.

We do not just connect an LLM API and call it an AI product. We design, build, evaluate, and deploy practical AI systems that move beyond demos and deliver real operational value.

Madhi AI is a DPIIT-recognized startup by the Government of India and a member of NASSCOM.