Productizing Transition Management: From Heroic Delivery to Repeatable Software
Productizing Transition Management: From Heroic Delivery to Repeatable Software
For most of my career, a successful transition depended on a handful of experienced people doing the right thing at the right moment. That works, until you try to run dozens of large, complex transitions at once, with the same consistency, every time. That gap is exactly what I now build products to close.
A transition is a process that deserves to be a product
When you move a client's services and applications into steady-state operations, you're orchestrating people, process, risk, and a hundred small decisions under a deadline. For years we captured that in runbooks, spreadsheets, and the heads of senior transition managers. It worked, but it didn't scale, and it didn't repeat cleanly.
The shift I care about is treating transition management itself as a product. The plan, the risk model, the knowledge-transfer checklist, the cutover sequence, these aren't one-off artefacts. They're features. Once you see them that way, you stop rewriting the same plan for every engagement and start improving one system that every transition runs on.
Consistency is the real deliverable
In delivery, the temptation is to optimise each transition in isolation. As a product manager, my job is the opposite: make the hundredth transition as reliable as the best one we ever ran.
That means encoding the hard-won judgement of senior transition managers into the product, the order operations happen in, the risks that always surface, the handover gates you can't skip. Consistency, speed, and intelligence aren't slogans; they're what you get when the right way to run a transition is built into the tool instead of remembered by a person.
Build with the people who do the work
The advantage of still leading transition programs end-to-end while building the product is that I never lose touch with how the work actually behaves. Every awkward step in a live transition is a backlog item. Every workaround a delivery lead invents is a feature I haven't shipped yet.
The fastest way to build the wrong transition product is to design it away from the floor. So I keep one foot in delivery, close enough to the problem that the roadmap is grounded in reality, not in how I wish transitions worked.
What I'm really building
I'm building the difference between a transition that succeeds because of who was on it and a transition that succeeds because of how it was run. The first is heroic and fragile. The second is a product, and at enterprise scale, the product is the only thing that holds.
Aneesh skipped presentations and built real AI products.
Aneesh Yashodharan was part of the April 2026 cohort at Curious PM, alongside 18 other talented participants.