Industries
Start from the world you work in
The engineering is shared. The constraint is not. A bank has to show evidence. A plant cannot take a long stop. A hospital cannot treat loose access as a small mistake.
Banking and financial services
Channels move faster than the core. Regulators want evidence. Customers want the transfer to simply work.
Core reliability, regulatory reporting, digital channels, and the controls a bank is expected to show.
Insurance
Legacy policy admin, a distribution partner who wants an API, and claims staff living in three screens.
Policy, claims, and distribution systems that still have to explain a decision to a customer and a regulator.
Healthcare and life sciences
Interoperability, privacy, and a workforce that will not adopt a tool that slows a shift.
Clinical and operational systems where downtime and loose access are not a brand problem. They are a safety problem.
Retail and consumer
Peaks, marketplaces, and a promotion calendar that does not wait for IT.
Commerce, stores, and the inventory truth that decides whether a promise on the website can be kept.
Manufacturing and industrial
Aging MES and ERP, supplier variability, and plants that cannot take a long outage.
Plants, planning, and the ERP in the middle. Shop-floor data only helps if planning can see it in time.
Energy and utilities
Field mobility, asset data, and a security bar that keeps rising.
Asset-heavy operations, field crews, and regulatory reporting that punishes a sloppy number.
Telecom and media
Churn, legacy BSS, and content or network events that spike traffic.
Customer stacks, partner settlements, and platforms that have to stay up while the catalog changes.
Public sector
Legacy estates, accessibility, and programs that must show progress inside a budget year.
Services for citizens and the controls, procurement reality, and uptime a public system owes people.
Travel and hospitality
Peaks, franchise properties, and a guest who compares you to the last app they used.
Bookings, property systems, and guest experience across a bad network and a busy Friday.
Education
Old SIS platforms, accessibility, and staff who need admin rights to be temporary.
Student systems, learning platforms, and identity for a population that changes every term.
Logistics and supply chain
Partner EDI, exceptions, and a control tower that is still a spreadsheet.
Visibility from order to dock. The valuable system is the one a planner trusts on a Tuesday morning.
Technology and product companies
Roadmap pressure, hiring gaps, and a platform that every team reinvents.
Squads, platforms, and the reliability bar your own customers will hold you to.