Delhi Police facial recognition leads to Rs 79.5 lakh recovery

Facial recognition on CCTV named a Chandni Chowk robber; two arrested within about a day and Rs 79.5 lakh of the Rs 80 lakh recovered.

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AI system

System

Israeli facial recognition software used by Delhi Police (not named in the reports)

Model

Not assessed

Release

Not assessed

Provider

Not assessed

Role

Not assessed

Configuration

Not assessed

Inputs and outputs

Not assessed

Autonomy

Not assessed

Workflow

Dense CCTV coverage (about 500 cameras across five areas) from which a usable frame of the suspect's face could be taken. A police facial recognition database that already held the suspect's photograph from a prior arrest at Kotwali police station.

Human oversight

Not assessed

Relation to AI

By DCP (North) Raja Banthia's account, teams took a screengrab of a man seen following the victim. The Israeli software matched it to a prior record from Kotwali police station with a similarity score of 32.09 percent. That gave them Ali's name and his Daryaganj address. A score that low is a lead, not an identification. Police confirmed it by laying a trap and interrogating Ali. The auto-rickshaw trace, the reconnaissance evidence and Samir's arrest came from conventional work. The reports name neither the software nor its vendor.

AI contribution

By DCP (North) Raja Banthia's account, teams took a screengrab of a man seen following the victim. The Israeli software matched it to a prior record from Kotwali police station with a similarity score of 32.09 percent. That gave them Ali's name and his Daryaganj address. A score that low is a lead, not an identification. Police confirmed it by laying a trap and interrogating Ali. The auto-rickshaw trace, the reconnaissance evidence and Samir's arrest came from conventional work. The reports name neither the software nor its vendor.

Benefits

Outcome identifiers

Not assessed

Benefit

two arrested within about a day and Rs 79.5 lakh of the Rs 80 lakh recovered

Category

Reduced Violence

Status

Not assessed

Beneficiary groups

People. Organizations. Society.

Beneficiaries

Not assessed

Reach

Not assessed

Distribution and access

Not assessed

Duration

Not assessed

Expected?

Yes

Costs and harms

Not assessed

Measurement

Studies

Not assessed

Study design

Not assessed

Measurement

Not assessed

Setting and sample

Not assessed

Measures

two arrested within about a day and Rs 79.5 lakh of the Rs 80 lakh recovered

Comparison

Not assessed

Results

two arrested within about a day and Rs 79.5 lakh of the Rs 80 lakh recovered

Additional value from AI

Not assessed

Limitations

Not assessed

Denominators

Not assessed

Materials for replication

Not assessed

Money

Kind of value

stolen cash recovered

Amount

Rs 79.5 lakh

Currency and prices

Not assessed

Period and unit

Not assessed

Realization

Not assessed

Recipients and payers

the robbed cash courier's firm, R K Enterprises (recovered by Delhi Police from the accused's residence)

Gross or net

Not assessed

Included costs

Not assessed

Comparison

Not assessed

Method

Not assessed

Return and payback

Not assessed

People and places

Participants

Operator: Delhi Police, North district.

Jurisdictions

Benefit: Delhi, India. Operator: India.

Ownership and control

Not assessed

Dependencies

Not assessed

Cross-border connections

Not assessed

Geopolitical implications

Not assessed

Follow-up

Conditions for replication

A low-similarity match (32.09 percent) is only a lead and must be confirmed by conventional investigation before arrest. The suspect must already be in the database; a first-time offender would not have been matched.

Replication attempts

Not assessed

Later findings

No chargesheet, trial or other development after the 19-20 March 2025 arrest reports was found; the reports say only that both accused were booked.

Availability

Not assessed

Institutional decision

Not assessed

Grounds

Not assessed

Action and result

Not assessed

Success criterion

Not assessed

Evidence

Source numbers

AIBD-0126-source-0001–0005

Citations

Numbered references below.

Language

Not assessed

Source relationships

Independent

Original evidence

Not assessed

Access and versions

Not assessed

Supported findings

Not assessed

Evidence strength

Not assessed

Missing evidence

Not assessed

Grades

Assessed benefits

People. Organizations. Society.

Depth

People: 2. Organizations: 2. Society: 1.

Reasons

People: Ajmal Bhai Ganesh and his employer R K Enterprises recovered Rs 79.5 lakh of the Rs 80 lakh taken at gunpoint. Police described that as the entire amount. A large material loss reversed within two days. Organizations: Delhi Police's North district cleared an armed robbery whose video had gone viral within about 24 hours. Both accused are in judicial custody under the BNS and Arms Act and the pistol recovered. Society: Two men who had surveilled cash couriers and used a firearm were taken off the street. The reports give no evidence of further robberies prevented, so the public benefit is small.

Observed or intended

Not assessed

Rubric

Not assessed

Assessor and date

Not assessed

Alternative assessments

Not assessed

Fill

Independently reported

Entry details

Kind

Not assessed

Field

Policing / robbery investigation. CCTV-based suspect identification in an armed robbery case.

Purpose

The software was deployed to identify people in CCTV footage by matching faces against police databases. Naming a robbery suspect from a frame is that function.

Dates

Date basis unassessed: 2025 (precision unassessed). Updated: 21 October 2026.

Stage

Not assessed

Version

SHA-256: 583679466697…

References

Other identifiers

oecd_aim: 2025-03-19-2b12.

Category mappings

Not assessed

Brief

Not assessed

Revisions

5 revisions. Latest: 21 October 2026.

Sources

  1. News report Independent author

    The Times of India (2025). Chandni Chowk heist: Israeli face recognition software ends robbers' run within 24 hrs. The Times of India, Delhi, 19 March 2025.

  2. News report Independent author

    The Indian Express (2025). CCTV footage, face recognition tech: How Delhi cops nabbed two men who stole Rs 80 lakh from trader. The Indian Express, 20 March 2025.

  3. News report Independent author

    Press Trust of India via Hindustan Times (2025). Israeli facial recognition tech helps Delhi Police crack ₹80 lakh robbery case; 2 held. Hindustan Times, 19 March 2025.

  4. News report Independent author

    Press Trust of India via Rediff.com (2025). Israeli tech helps Delhi police crack Rs 80 lakh robbery; 2 held. Rediff.com, 19 March 2025.

  5. News report Independent author

    The New Indian Express (2025). Israeli facial recognition tech helps Delhi police crack Rs 80 lakh robbery case, two held. The New Indian Express, 20 March 2025.