For leaders planning an India centre
Planning a GCC in India?
We build, staff and run your Global Capability Centre, then transfer the entity, the people and the know-how to you.
How Build-Operate-Transfer works
Your GCC in India,built to be yours.
Onfocus sets up and runs your Global Capability Centre in India under a Build-Operate-Transfer model, then hands it over as your own. We also build AI, data and product software for teams that need it now.
AI that earns its place
We take AI from idea to something your business runs on: generative AI, machine learning and LLM products. Our pilot program gets you to a working MVP, a validated roadmap and the confidence to raise or invest in the full build.
- Generative AI and LLM apps
- Machine learning in production
- AI pilot to MVP
Web3 people can actually use
We build tokenization platforms, DeFi products and blockchain integrations, including Ryzer, India’s first real-world-asset tokenization platform, and a carbon-credit engine for a Swiss client.
- Real-world asset tokenization
- DeFi and exchange platforms
- Blockchain integration
Products from 0 to 1, and 1 to 100
Design, engineering and QA under one roof. We listen to every stakeholder, make sure the end user is heard, and stay with you after launch while the product grows.
- Product design and UX
- Full-stack engineering
- QA and test automation
Where would you like to start?
For teams that need capacity or a product now
Need AI or data engineers, or a product built?
Data engineering, machine learning, generative AI and product design and development, as a project, extra engineers or a dedicated team.
Explore AI and data
Build it, run it, hand it over.
We set up and run your Global Capability Centre in any major Indian city, then hand over the entity, the people and the know-how when you are ready.
1Build
We set up the legal entity or host your team in ours, find the right city and workspace, and hire your first engineers and leads against a hiring plan you approve.
Typically 3 to 6 months
2Operate
We run the centre day to day while your leaders direct the work. You get delivery, people and compliance handled, with agreed KPIs reviewed every month.
Typically 18 to 36 months
3Transfer
When the centre is stable, we hand it over: the entity or business, the people, the contracts and the know-how. Your managed team becomes your own capability centre.
Planned from day one
AI and data, built to run.
Data engineering, data science, machine learning, generative and agentic AI, and AI automation: the skills India’s capability centres are hiring for fastest.
- Data engineeringPipelines and ELT, Streaming, Lakehouse
- Data science and machine learningFeature engineering, Forecasting, Anomaly detection
- Generative and agentic AIRAG and vector search, Agents and tool use, Prompt and LLM evaluation
- AI automationDocument AI, Workflow automation, RPA with LLMs
- MLOps and LLMOpsModel registry, CI/CD for ML, Monitoring and drift
- Data and AI governanceLineage and catalog, Privacy by design, AI risk review
64% of new GCC roles in India in 2026 need AI, data science or intelligent-automation skills (foundit via Business Today, Jul 2026).
Teams that build with us
See our work
Start small. Grow into your own centre.
Most relationships begin with a project or a few engineers. When the work and the team are proven, a GCC is the natural next step.
1
Projects and consulting
A cross-functional team designs and builds your product, or advises on your AI and data platform, from first prototype to scale.
AI and data2
Team extension
Vetted engineers, designers and analysts join your team in days and work in your tools and rituals.
How it works3
Dedicated team
A team we recruit and manage around your roadmap, with delivery reporting and firm service levels.
Managed services4
Your own GCC
We build and run a Global Capability Centre in India, then transfer it to you as your own.
How BOT works
Our university training program supports every step by preparing graduates for your openings.
Tell us what you’re planning.
India
Hyderabad
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United States
Dublin, Ohio
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United Kingdom
Preston
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