The future is not Man vs AI. It is about how intelligently the two work together. Speaking at Global Fintech Fest 2026, Dr. Sanjay Mukherjee, IAS, Metropolitan Commissioner, MMRDA, reflected on AI as a tool to augment human capability, while drawing from MMRDA’s own experience of putting that thinking... into practice. From AI-led predictive maintenance and faster detection of potential faults to better-informed human decision-making, the focus is on using technology where it can deliver tangible improvements to infrastructure and its operations. #MMRDA #GFF2026 #GlobalFintechFest #SanjayMukherjee #AI #Innovation #Infrastructure Devendra Fadnavis Eknath Shinde - एकनाथ शिंदे Dr. Sanjay Mukherjeeshow more

@CMOMaharashtra @PIB_India @PIBMumbai @MahaDGIPR @mygovindia That's where AI could have a much wider institutional impact than simply automating individual tasks.

@CMOMaharashtra @PIB_India @PIBMumbai @MahaDGIPR @mygovindia This could change the engineer's role rather than eliminate it: less repetitive inspection, more analysis and preventive intervention.

@CMOMaharashtra @PIB_India @PIBMumbai @MahaDGIPR @mygovindia AI isn't necessarily the decision-maker here. It can be the early-warning system that makes a better decision possible.

@CMOMaharashtra @PIB_India @PIBMumbai @MahaDGIPR @mygovindia Infrastructure is a great test for AI because the outcome is measurable. Either reliability improves and failures reduce, or they don't.

@CMOMaharashtra @PIB_India @PIBMumbai @MahaDGIPR @mygovindia If AI can help an engineering team see deterioration before it becomes visible through conventional inspection, that's immediate practical value.

@CMOMaharashtra @PIB_India @PIBMumbai @MahaDGIPR @mygovindia A Metro system doesn't need to look “AI-powered” to benefit from AI. It just needs to become safer, more dependable and easier to maintain.

@CMOMaharashtra @PIB_India @PIBMumbai @MahaDGIPR @mygovindia Abe tum log metro line deep freezer Mein rakh ke Yeh timepass posts mat daalo.

@CMOMaharashtra @PIB_India @PIBMumbai @MahaDGIPR @mygovindia As infrastructure networks grow, the ability of human teams to manually monitor every asset doesn't grow with them. That's where augmentation becomes powerful.

@CMOMaharashtra @PIB_India @PIBMumbai @MahaDGIPR @mygovindia The more infrastructure a city builds, the more important intelligent asset management becomes. Construction is only the beginning of the lifecycle.

@CMOMaharashtra @PIB_India @PIBMumbai @MahaDGIPR @mygovindia AI can identify an anomaly. An experienced engineer still understands whether that anomaly matters and what intervention it requires.

@CMOMaharashtra @PIB_India @PIBMumbai @MahaDGIPR @mygovindia The technology is impressive, but the organisational capability to act on what it detects is equally important.

@CMOMaharashtra @PIB_India @PIBMumbai @MahaDGIPR @mygovindia As machines become better at finding patterns, human capability can move further towards interpretation, prioritisation and judgement.

@CMOMaharashtra @PIB_India @PIBMumbai @MahaDGIPR @mygovindia This is where AI becomes a force multiplier rather than a substitute for people.

@CMOMaharashtra @PIB_India @PIBMumbai @MahaDGIPR @mygovindia The interesting transition is from scheduled inspection to continuous intelligence. That changes much more than just maintenance frequency.

@CMOMaharashtra @PIB_India @PIBMumbai @MahaDGIPR @mygovindia Building infrastructure is one capability. Knowing continuously how that infrastructure is performing is becoming another.

@CMOMaharashtra @PIB_India @PIBMumbai @MahaDGIPR @mygovindia This also changes how maintenance resources can be deployed. Attention can increasingly go where the data suggests risk is developing.

@CMOMaharashtra @PIB_India @PIBMumbai @MahaDGIPR @mygovindia Public infrastructure also demands a higher standard from AI. Efficiency matters, but so do explainability, accountability and safety.

@CMOMaharashtra @PIB_India @PIBMumbai @MahaDGIPR @mygovindia Predictive maintenance is also predictive budgeting in some ways. Knowing where problems are developing can help resources be planned more intelligently.

@CMOMaharashtra @PIB_India @PIBMumbai @MahaDGIPR @mygovindia Human expertise doesn't become obsolete when AI enters the system. Better data can actually make that expertise considerably more valuable.

@CMOMaharashtra @PIB_India @PIBMumbai @MahaDGIPR @mygovindia The move from reactive to predictive infrastructure could ultimately matter more than many of the more headline-friendly AI applications.

@CMOMaharashtra @PIB_India @PIBMumbai @MahaDGIPR @mygovindia Human accountability remains crucial precisely because AI is becoming more capable. More powerful tools require clearer responsibility, not less.

@CMOMaharashtra @PIB_India @PIBMumbai @MahaDGIPR @mygovindia The lifecycle economics could be significant. Earlier intervention can potentially protect assets as well as improve day-to-day reliability.

@CMOMaharashtra @PIB_India @PIBMumbai @MahaDGIPR @mygovindia The goal shouldn't be maximum automation. It should be the best possible outcome with the right balance of automation and human judgement.

@CMOMaharashtra @PIB_India @PIBMumbai @MahaDGIPR @mygovindia There’s a deeper asset-management story here. Better intelligence about asset condition can improve decisions across the entire lifecycle.

@CMOMaharashtra @PIB_India @PIBMumbai @MahaDGIPR @mygovindia The strongest AI applications may turn out to be surprisingly unglamorous: inspection, maintenance, monitoring and fault prevention.

@CMOMaharashtra @PIB_India @PIBMumbai @MahaDGIPR @mygovindia Earlier detection can change the entire maintenance equation. Prevention is almost always preferable to disruption followed by repair.

@CMOMaharashtra @PIB_India @PIBMumbai @MahaDGIPR @mygovindia This feels like a mature approach to emerging technology: neither fearful of it nor fascinated by it for its own sake.

@CMOMaharashtra @PIB_India @PIBMumbai @MahaDGIPR @mygovindia The conversation gets more useful when we stop asking what AI can replace and start asking what AI can improve.

@CMOMaharashtra @PIB_India @PIBMumbai @MahaDGIPR @mygovindia Data alone doesn't make infrastructure intelligent. The ability to recognise a signal and respond appropriately does.

@CMOMaharashtra @PIB_India @PIBMumbai @MahaDGIPR @mygovindia Good technology should make skilled people more capable, not simply make organisations less dependent on skilled people.

@CMOMaharashtra @PIB_India @PIBMumbai @MahaDGIPR @mygovindia This is the distinction between technological adoption and technological maturity. Using AI is one thing. Knowing precisely where it adds value is another.

@CMOMaharashtra @PIB_India @PIBMumbai @MahaDGIPR @mygovindia Preventing one failure is often worth far more than responding efficiently after it occurs. That's the logic behind predictive infrastructure.

@CMOMaharashtra @PIB_India @PIBMumbai @MahaDGIPR @mygovindia Infrastructure increasingly needs to sense, analyse and anticipate. Human teams then need to translate that intelligence into action.

@CMOMaharashtra @PIB_India @PIBMumbai @MahaDGIPR @mygovindia Infrastructure generates huge amounts of operational information. AI's opportunity is turning more of that information into useful foresight.