Coefficient

Coefficient is a software company that offers real-time data connectivity, automation, and workflow tools for spreadsheets. Put simply, it is about running projects, docs and workflows in one shared workspace.

Who is it for? Mostly teams that want fewer tools. Alongside the main category they mention Analytics and Productivity Tools. As a small product team themselves (11 to 50 people), they tend to serve customers of a similar scale best. Small vendors mean quick answers and real influence on the roadmap, but check who covers support when someone is out.

Coefficient is based in San Mateo, California and around since 2020. Their site is coefficient.io.

Things worth asking about: automation limits, permissions, and per-seat cost at scale. Ask for a trial on your own data, not a canned demo.

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