What are they building, on what, and what are they walking away from?
A technographic feed tells you what a company has installed. The model tells you what is moving: the migration named in a primary document, the component marked sunset, the platform being adopted, and the team funded to do it.
See the programs a company is running, the stack it runs them on, the components it is sunsetting, and the teams hiring against them.
8 jobs this record does, in the words the work is described in.
Each one is a read of the same account record rather than a separate product, and each carries the method that produced every line and the date it was last read.
Every component detected, with a lifecycle state: investing, adopting, established, migrating, sunset.
For a component being replaced, the named target, which states the incumbent, the direction and the budget in one line.
What is in flight, by function, with the phase, who delivers it and the owning team.
Which teams are hiring against which stack, sized and sorted by open roles.
Three ways teams answer this now, and where each one runs out.
| The usual approach | Where it breaks |
|---|---|
| Buy a technographic feed. | It shows what is installed, not what is being replaced, what is funded, or who owns the move. |
| Read the engineering blog. | It covers what a company chose to publish, usually once the decision has already been made. |
| Ask the field what the account runs. | That is accurate for the part of the estate the field touches and silent on the rest. |
One retailer, read in September 2026
| Sunset | Three BI tools and a data warehouse named as the from-state of a migration in a single primary document. |
| Adopting | A cloud data warehouse, an AI platform, a second BI tool. |
| Funded | An information security team with eight open roles in ten weeks, against two named identity programs. |
| Evaluating | AI governance, with a director seat that had no predecessor. Physical AI, with a senior engineering primary document. |
Ask it about a company you name.
We run the record before the call and answer this question on it, with the evidence behind every line.
Common questions
By inference from what the company itself writes: a primary document naming an old stack beside a new one, a seat created to run a platform, a component that stops appearing. Confidence reflects how many sources saw it and how good they were.