From Structural Engineering to Supply Chain: Why I Still Think Like an Engineer
From Structural Engineering to Supply Chain: Why I Still Think Like an Engineer
I didn't start in supply chain. I started by designing structures for large-scale thermal power plants. For nearly three years at Tata Consulting Engineers, my job was to make sure things would hold up, under load, over time, in the real world. That mindset never left me, and it turned out to be the most useful thing I brought into management consulting and supply chain planning.
Engineering teaches you to design for the load, not the demo
A structure that works on paper but fails under real load is worthless. The same is true of a supply chain plan. A demand forecast that looks elegant in a deck but collapses the first time supply is constrained, a supplier slips, or a customer changes their mind isn't a plan, it's a wish.
Structural engineering trained me to ask "what happens at the limits?" before I trust anything. In planning, the limits are where the real money is: the stockout, the expedite, the write-off. I design for those first.
Consulting taught me to translate between worlds
Moving from engineering into management consulting at Accenture, and then into supply chain solutions at o9, meant learning to sit between very different groups. The client knows their business. The platform team knows what the system can do. My job is to make sure those two are actually talking about the same thing.
Most of the value I add happens in that gap, between what a client asks for and what their process actually needs. Closing that gap is the whole job.
Six Sigma made "do it right" more than a slogan
My Lean Six Sigma Black Belt training gave me a vocabulary for something I already believed: cut the waste, expose the variation, and make the process repeatable. Planning is full of hidden variation, the manual override nobody documented, the spreadsheet that quietly diverges from the system, the assumption that was true two quarters ago.
Six Sigma is the discipline of refusing to let that variation hide. You measure it, you name it, and you design it out. A planning process isn't done when it produces a number, it's done when it produces the same right number reliably.
What I carry from every role
Engineering taught me to design for failure before success. Consulting taught me to write things down until they're unambiguous. Six Sigma taught me to assume there's waste until the data proves otherwise. Supply chain planning is all three at once, with a roadmap attached.
The path from civil engineering to supply chain wasn't a pivot, it was an accumulation. Every role added a lens. The job now is to keep all of them in focus, stay close to the client's real problem, and build something that holds up under real-world load.
Manisha skipped presentations and built real AI products.
Manisha Satapathy was part of the April 2026 cohort at Curious PM, alongside 18 other talented participants.