Participant #A-3104
Plant manager · Specialty chemicals
- ID verified
- Role confirmed
- Screen passed
- Reuse consent
Our approach
Source → Verify → Screen → Interview → Deliver
Arbor is AI-native, end to end. Here’s how we find the right people, how we know they are who they say, and where our team steps in.
Where people come from
What we check
Plant manager · Specialty chemicals
How we keep it high
Every screener is written for your actual research need, not a generic profile.
The voice screen flags mismatches and rehearsed answers before anyone reaches your study.
Our team reviews the hard cases, and stays with you from audience definition to insights.
End to end
One partner from audience definition through insights.
01
AI finds and ranks likely matches across channels.
02
Automated identity and role checks, reviewed when unclear.
03
AI voice screens, matched to your criteria.
04
Human-led or AI-moderated, your choice per study.
05
People, transcripts and findings, packaged.
What AI does
Finding, matching, screening and first-pass verification, at speed, on every request.
What people do
Define the audience with you, review the hard cases, and stand behind the result.