Bharat Taxi
Mobility
Get a confidence score, not just a pass or fail, when matching submitted name and DOB against a PAN, in under 250ms.
Fast, secure, and compliant verification built for real-world scale.
Returns a numeric confidence score so near-matches from spelling variations aren't treated the same as a hard mismatch.
Still returns nameMatched and dobMatched individually alongside the overall score.
Set your own approve, review and reject thresholds against the score instead of a rigid binary outcome.
Results return in under 250ms, fast enough to drive a real-time decisioning flow.
Veriqos PAN Demographic Advance Verification API compares submitted name and DOB against PAN records and returns a confidence score alongside individual match flags, so a minor spelling variation can be treated differently from a completely different name.
A rigid exact-match check rejects genuine customers over minor spelling differences; a confidence score lets you set a sensible threshold instead.
Route high-confidence matches to auto-approval and low-confidence ones to manual review, without hard-coding exact-match logic.
New to this term? See our glossary definition of PAN Verification API.
Trusted across industries for fast, compliant verification.
Set a confidence threshold for auto-approval and route borderline matches to manual underwriting.
Use score-based matching to reduce false rejections during self-serve onboarding.
Combine confidence scores with other signals in a broader risk model.
Apply tiered review thresholds instead of a single exact-match rule.
With strict security controls and reliable verification logic, the PAN Demographic Advance API keeps every match check safe at every step.
A numeric confidenceScore alongside nameMatched and dobMatched lets minor spelling variations be treated differently from a genuine mismatch.
A rigid exact-match check rejects genuine customers over small spelling differences; a confidence score lets you set your own threshold instead.
Route high-confidence matches to auto-approval and low-confidence ones to manual review, without hard-coding exact-match logic.
The raw confidence score is returned as-is, so your risk team decides what counts as a pass.
Where PAN Demographic Data Fetch returns strict boolean flags, this adds nuance for near-matches.
Try the endpoint in the public sandbox at sandbox.veriqos.com and see the exact response shape before you sign a contract or share production credentials.
We offer APIs and tools for identity verification, compliance, fraud prevention, financial assessment, and onboarding automation.
Teams in mobility, IT services, hiring, education and technology use Veriqos Technologies to verify people and businesses before they onboard them.
Blog
On this pageWhy PAN and Aadhaar Verification for Onboarding WorksThe Importance of Fast Customer OnboardingAadhaar Verification: The Backbone of Digital IdentityPAN Validation: The Financial Identity CheckLinking Aadhaar and PAN: Automating…
Read More about Streamlining Customer Onboarding with PAN and Aadhaar Verification
More from the blog
View More blogsTeams across mobility, IT services, hiring, technology and education run their identity and business verification on Veriqos Technologies.
Bharat Taxi
Mobility
Whizlancer Infotech
IT Services
Resourcedekho
Hiring & Staffing
Tylect
Technology
Botixbo
Education
Need help with something? Want a demo? Get in touch with our friendly team and we'll get in touch within 2 hours.
Need help with something? Want a demo? Get in touch with our friendly team and we'll get in touch within 2 hours.
View All APIsTell us a bit about your use case and we'll get your keys and onboarding call scheduled.
The PAN demographic advance API is most useful when its result feeds a decision rule rather than a person's judgement. Decide in advance what a strong match, a partial match and a clear mismatch should each trigger in your flow, and write those thresholds down so every reviewer applies them the same way.
A common pattern is to approve automatically on a strong name and date-of-birth match, send partial matches to a short review queue, and stop the application on a clear mismatch. Keep the raw response with the decision so an auditor can see why each case went the way it did. Revisit the thresholds after the first few weeks of live traffic, once you can see how often each band actually occurs.
The PAN demographic advance API returns a confidence score for how closely the name and date of birth you send match the PAN record. Set thresholds for automatic approval and for manual review rather than treating the PAN demographic advance API result as a simple yes or no, and review those thresholds as you see real data. Keep the score with each decision so you can explain it later, and re-run the PAN demographic advance API if the customer corrects their details.
If you are evaluating the PAN Demographic Advance API, you may also find our PAN Demographic Data Fetch API and PAN Father Name Lookup API useful, or you can talk to our team about your use case. For the official rules behind it, see the Income Tax e-filing portal.
Tell us what you need to verify. Our team will get back to you within 24 hours with the right APIs and pricing.
We respect your privacy. No spam.
