Fit guide

Is this for us?

WhiskerMatch is early. It can help a team make one review handoff clearer, but it is not a full shelter-management replacement and it will not make adoption decisions.

Start with a pilot conversation See the review flow

An honest filter

Useful for some teams. Too early for others.

A clear “not yet” is better than asking an overloaded organization to carry a pilot that cannot meet its needs.

A good fit now

Small and mid-size shelters, rescues, and foster-based organizations.
Teams reviewing adoption applications manually.
Teams using spreadsheets, email, PDFs, Airtable, Shelterluv exports, Petfinder, Google Forms, Jotform, or a mixed stack.
Teams that want reviewer support without giving up judgment.
Teams willing to test one bounded workflow in a small pilot.

Not a fit yet

Teams looking for a full shelter-management replacement today.
Teams that want AI to make final adoption decisions.
Organizations requiring complex enterprise procurement before a field trial.
Teams that need live production integrations immediately.
Teams that are not ready to review prepared outputs before acting.

What the first conversation covers

One handoff, as it actually works.

Bring the source channels, the person who reconstructs context, the decision that must stay human, and the point where the next action becomes unclear.

Founder-supported pilot.

Start with a pilot conversation.

Bring one workflow and the current stack. We will talk through what the product can support, what stays human, and where it is still too early.

Talk through a pilot Review the pilot brief