Learns over time

Hiring platforms should learn from outcomes.

Outcome Intelligence closes the loop between "who did we pick?" and "did that work?" Post-hire ratings — 30, 60, 90 days in — make your next round of hiring sharper. Privately. Never shared with anyone else.

Post-hire outcomes · your workspace

What worked, what didn't

Private · your team only

Alex Chen · Backend Eng

60 days — ramping well

Priya Nair · Product Designer

30 days — logged

Dana Wu · Frontend Eng

90 days — would hire again

Traits translating well this quarter: self-directed ambiguity handling, async communication.

The problem

Most hiring tools stop the day the offer is signed.

The reason hiring feels like guesswork is that most tools never learn. You hire someone. Six months later you know whether it worked. That knowledge never makes it back to the platform, so the next hire starts from zero.

So teams keep making the same mistakes: over-weighting the shiny résumé, under-weighting the quiet fit, hiring for the last emergency instead of the next opportunity.

The information exists. It just isn't captured anywhere useful.

How it works

How Outcome Intelligence works

AROS prompts you for three lightweight reviews on every hire:

1
30 days in — how did onboarding go? Any early flags?
2
60 days in — is the person ramping? What surprised you?
3
90 days in — would you make the same hire again?
4
Every rating stays inside your workspace
5
AROS quietly updates its internal picture of what "good" looks like for *your* team

What you actually get

Small surface, big signal.

30 / 60 / 90 day reviews

Short, opinion-based check-ins. No scores. Two questions, one paragraph, done in under a minute.

Hire-vs-close signal

AROS also learns from the applicants you didn't hire — closed candidacies feed the same loop.

Traits that translated

Over time, a private view of which résumé signals actually produced good hires for your team.

Organisational learning

Your workspace gets sharper. Other AROS customers see none of it — Vision §4.4 data isolation is absolute.

Why we built this

“Hiring platforms that don't learn from outcomes are just glorified inboxes. Every product I've used treated "offer signed" as the finish line. It's the start. Outcome Intelligence is the reason AROS gets better the longer you use it — and the reason nobody else's data can ever poison your workspace.”

— AROS Founder

Answers