Enterprise AI that ships.Not pilot theatre.Production outcomes in weeks.
Tuple AI helps enterprise teams move from AI experimentation to production-grade systems with reusable accelerators, governance-first architecture, and forward-deployed execution.
Most AI programs stall between demo and deployment.
Insights
Thinking from the field - not from the conference circuit.
25 years of practitioner perspective on enterprise AI. Written by someone who has built these systems, not just analysed them.
April 2026
Are Leaders Building or Breaking Organisations with AI?
The pressure to do something with AI has created a frenzy of initiatives - launched without the purposeful deliberation that transformative technology demands. There is a dangerous pattern emerging in boardrooms today.
AI without guardrails does not just underperform. It destroys.Read full article →
Business must drive technology - not the other way around.
LLM, SLM, or vertical model? Public or private deployment? Most organisations skip these questions and pay for it in production.
Read more →The 18-month AI expert problem and what it costs enterprises.
The AI talent market is flooded with practitioners who discovered the field after ChatGPT. How to tell them apart from genuine architects - before you hire.
Read more →Tuple AI was founded by Srikanth S Sampara — an AI architect whose career began at IBM India in 1998, where he built India's first text-summarisation engine for the Supreme Court of India and pioneered early applications of data mining, text mining, and web mining. Not as a hobbyist. As a deployed-systems builder at one of the world's largest technology companies.
Over the next 25 years, Srikanth built and led AI practices at Capgemini — where he founded the global Advanced Analytics practice and built a money-laundering detection system for HSBC that cut investigation time from 3–4 years to 15 days — and at KPMG, where he led a 100-person team through the Satyam fraud investigation, one of India's largest corporate fraud cases. Along the way: six AI patents in NLP/NLU, cash optimisation, and computational pathology. An NLP platform acquired by a global financial firm. Recognition as one of MIT Technology Review India's Top 10 Innovators in 2009.
Most enterprise AI companies formed in the last 36 months. They are excellent at packaging capabilities that others built. Tuple AI exists for the problems where depth is the only differentiator — where 'we'll fix it in v2' is not an option, and where the person reviewing your architecture is the same person who will build it.