AI Verification Engine
The engine behind verified trust.
AI-orchestrated, source-verified, audit-ready. The infrastructure that turns every signal into a Trust Profile in days, not weeks.
The engine
One engine. Six signals.
Every input flows through the Kairo Verification Engine and emerges as a source-verified Trust Profile.
Identity
Employment
Education
References
Certifications
Licenses
Kairo verification engine
Verified Trust Profile
96/100
Source verification network
Connected to the real sources of truth.
Government registries, employers, universities and certification bodies — all flowing into Kairo.
Government
Employers
Universities
Certifying bodies
Trust Score generation
How the score is built.
Five weighted signals, scored transparently. No black boxes.
Identity verification
Aadhaar · PAN · Biometrics
+20
Employment history
Source-verified at each employer
+25
Education credentials
Confirmed with the institution
+20
References
Authenticated managers
+15
Verification quality
Recency, depth, completeness
+20
Trust Score
0
/ 100
Transparent scoring · auditable · candidate-visible.
Fraud detection
AI catches what humans miss.
Anomaly detection on documents, dates, and tenure overlaps — surfaced calmly, not with red alarms.
Flagged record
Employment claim · 2020–2022
Self-reported tenure overlaps with another employer
Confidence38%
Routed for human review. No record is rejected silently.
Verified record
Employment · Razorpay · 2019–2021
Confirmed by employer HR directly at source
Confidence98%
Approved. Added to the candidate's Trust Profile with full audit trail.
Enterprise output
A verified candidate, ready to hire.
What emerges from the engine: a complete, audit-ready, source-verified candidate file.
Verified candidate
Priya Raman · Sr. Product Engineer
Trust Score
96 / 100
Source validations
11 confirmed
Verification history
Full audit trail
Turnaround
1.8 days
Frequently asked
Engine questions.
- What is the Kairo AI Verification Engine?
- It's the system that routes every candidate signal — identity, employment, education, references, certifications, licenses — to the right source, verifies it directly, applies AI anomaly detection, and assembles a portable Trust Profile.
- How is AI BGV different from traditional background checks?
- Traditional BGV is manual, opaque, and re-runs the same checks for every job. Kairo verifies once at the source, applies AI to detect anomalies, and produces a reusable Trust Profile the candidate carries forward.
- How fast is AI-powered verification with Kairo?
- Average turnaround is around 2 days, versus 5–10+ days for legacy vendors. Status is tracked in real time on the dashboard.
- Is AI background verification accurate?
- Yes — every record in a Kairo Trust Profile is verified directly with the source (employer, university, or identity issuer). AI handles routing, parsing, and anomaly detection; the truth still comes from the source.
Put the verification engine to work.
Source-verified candidates, audit-ready, in days.