Modernise your AI stack
We help enterprises modernise their AI stack and startups build intelligent products that scale.
Agentic AI upgrades for existing software
Your current system keeps running — agents take over the repetitive work inside it.
- Agent layer over the app you already run, no rip-and-replace
- Human handover the moment confidence drops
- Every action logged against the record it changed
Custom agentic software and SaaS development
Built from scratch where nothing off the shelf fits.
- Multi-agent orchestration, prototype to production
- Multi-tenant SaaS, billing and admin included
- Web and mobile front ends
Voice and telephony bots; transcription
Calls answered, qualified and transcribed, in English and Indian languages.
- Inbound and outbound voice agents
- Telephony integration and call routing
- Transcription and post-call summaries
WhatsApp and CRM agents
Conversations that reach your CRM as structured records, not screenshots.
- WhatsApp Business Platform agents
- CRM read and write with an audit trail
- Escalation to a person, with the full thread attached
Knowledge bases and RAG
Answers drawn from your own documents, with the source attached.
- Retrieval over your corpus, citations on every answer
- Document processing and extraction pipelines
- Evaluation that shows where retrieval fails
Legacy modernisation and multi-LLM integration
Older systems brought forward without a rewrite you cannot fund.
- Incremental modernisation with the legacy path intact
- Multi-LLM routing with failover between providers
- Model choice kept portable, not locked to one vendor
Data platforms and cloud, or on-prem
The infrastructure underneath, wherever the data is allowed to live.
- Cloud architecture and migration on AWS, Azure or GCP
- On-prem and air-gapped AI infrastructure
- Data engineering, IoT and edge, DevOps
AI governance and audit
The evidence a board or a regulator accepts, not a dashboard.
- Access control and agent permissions
- DPDP data-flow review
- Audit lineage: who did what, what it cost, where data went
VigyanVaani — voice, on your own machine
Dictation and transcription that runs locally. Speak anywhere, get clean text back, with the model on your device so audio never leaves it.
- Local model — audio is not uploaded to anyone, including us
- Dictate into any application, not one proprietary editor
- Multi-speaker handling and diarisation
- Indian-language coverage, English included
- One-off purchase, not a subscription
The blueprint
A written architecture for your agentic system before anyone writes code.
- Target architecture, governed and auditable by design
- Build sequence with the risks named
- Yours to keep, and to build with anyone
For Enterprises
- Modernising legacy AI stacks
- Cloud or on-prem infrastructure deployment
- Observable RAG systems
For Founders
- Rapid agentic AI prototyping
- Strategic architecture roadmap
- End-to-end engineering execution
VVC Core
The complete bare-metal blueprint for the Vigyan Virtual Cloud.
Stop running AI pilots. Start shipping production agents.
We help enterprises and founders who need architecture thinking, not just prompt engineering.