We design and build production-grade AI applications — from custom copilots to multi-agent systems — that integrate directly into your existing enterprise stack rather than living as disconnected pilots. Our approach prioritizes shipping working systems over slide decks.
What’s Included
- Custom LLM/GenAI application development (copilots, chatbots, internal knowledge assistants)
- RAG (Retrieval-Augmented Generation) pipeline design and implementation
- AI agent and multi-agent workflow development
- API/integration development into ERP, CRM, EHR, and other core systems
- MLOps/LLMOps pipeline build-out (CI/CD for models, evaluation harnesses, prompt versioning)
- Proof-of-concept to production scaling
- Domain-specific fine-tuning and model adaptation
Meruksha’s Differentiators
- Built by practitioners with ~25 years in enterprise security and risk — every AI system we build is secure-by-design, not secured after the fact
- Deep domain fluency (GxP, validated systems, regulated data handling), so builds are compliant from day one
- We've run cyber due diligence on 100+ M&A deals — we know how to build systems that survive an audit, not just a demo
See it in action
Illustrative engagement (Biotechnology): Read the case study