Use Cases & Case Studies

Intelligence that delivers results.

How VedOps products are applied across law enforcement, enterprise security, financial crime investigation, smart cities, and border management.

94%
Faster investigation time vs manual OSINT
3.2x
More evidence recovered per device examination
99.7%
Facial recognition accuracy in field deployments
<2 min
Average time from alert to operator response
Use Cases

Real deployments. Real outcomes.

Each scenario below is drawn from actual VedOps deployment patterns across customer categories. Sensitive details are illustrative to protect client confidentiality.

CyberTrace Digital Forensics
Law Enforcement · Cybercrime Unit

Dark Web Narcotics Network Dismantled

A state cybercrime unit needed to identify the operators behind an encrypted dark web marketplace distributing controlled substances across 6 Indian cities. Manual investigation had stalled after 3 months.

CyberTrace correlated 14 vendor aliases across 3 dark web markets to a single real-world identity within 48 hours
Device forensics recovered encrypted wallet keys and coordination messages deleted 11 months prior
Full network of 22 individuals mapped — prosecution commenced with court-admissible digital evidence package
Investigation timeline reduced from >6 months to 19 days
Read Full Case Study →
Serviallax Facial Recognition
Smart City · Urban Police Command

City-Wide Surveillance Network, 12,000 Cameras

A tier-1 Indian city's police command needed to unify a fragmented CCTV infrastructure from 8 different vendors into a single intelligent command center with real-time person identification.

12,000 heterogeneous camera feeds integrated via Serviallax in under 6 weeks
Facial recognition watchlist of 8,400 subjects — 99.4% match accuracy across all camera types
47 wanted persons apprehended in first quarter of operation via live facial match alerts
Operator workload reduced by 78% — AI flags only actionable events from 12,000 feeds
Read Full Case Study →
CDR/IPDR CyberTrace Digital Forensics
Banking · Fraud Investigation Unit

₹240 Crore Mule Account Network Uncovered

A major private bank's fraud investigation team suspected a coordinated mule account network was siphoning loan disbursements across branches in three states. Hundreds of accounts showed unusual simultaneous activity.

CDR/IPDR analysis of 340 account holders revealed coordinated calling patterns — same controller, 15-minute coordination windows
CyberTrace OSINT identified the ringleader from a 2019 dark web alias tied to earlier bank fraud in another state
Mobile forensics on 3 seized devices recovered deleted bank account coordination chats and cash-out schedules
FIU-IND complaint filed — 9 individuals arrested, ₹83 crore recovered in first recovery action
Read Full Case Study →
Social Media CyberTrace
Corporate Security · Multinational Technology Company

Industrial Espionage Ring Identified Before Data Loss

A multinational's security team detected unusual file access patterns and suspected an insider was selling IP to a competitor. The threat actor used personal devices and encrypted channels outside corporate monitoring.

Social media analysis linked the employee's secondary alias to a competitor's recruiter who had contacted 6 staff in the previous 90 days
CyberTrace identified the employee's Telegram handle on a dark web contractor job board — found offering proprietary source code
Digital forensics on the employee's personal device (with legal authorization) confirmed data exfiltration via Telegram
Incident contained before critical IP was transferred. Criminal complaint filed under IT Act Section 66B
Read Full Case Study →
Facial Recognition Serviallax
Border Security · International Airport

Biometric Passenger Processing at 4M Passengers/Year Airport

A major international airport needed to upgrade passenger processing throughput while simultaneously strengthening security screening against a growing watchlist of persons of interest.

VedOps Facial Recognition integrated with immigration databases — 99.1% match accuracy across 48 lanes simultaneously
Average passenger processing time reduced from 44 seconds to 9 seconds per person
11 watchlisted individuals identified and detained in first 6 months without a single false stop at departure
System handles face recognition in 0.3 seconds even under poor lighting, masks, and crowd conditions
Read Full Case Study →
Digital Forensics CDR/IPDR
Corporate · Pharmaceutical Company · Incident Response

Ransomware Attack — Evidence Chain for Insurance Claim

A pharmaceutical company was struck by ransomware that encrypted 14TB of research data. The insurer required forensic proof of attack origin, timeline, and all affected systems for the ₹28 crore insurance claim.

Full attack timeline reconstructed in 36 hours — initial access via phishing email 47 days before detonation
Memory forensics identified the exact malware strain and mapped lateral movement across 340 endpoints
IPDR analysis confirmed attacker data exfiltration — 67GB uploaded to a C2 server in Eastern Europe
Court-ready forensics report satisfied insurer requirements — claim settled within 4 months
Read Full Case Study →
Use Cases by Product

What each product is designed to solve.

CyberTrace — OSINT

🔍 OSINT Investigations

  • Suspect identity resolution from username/email/phone
  • Dark web credential and brand monitoring
  • Threat actor profiling and network mapping
  • Corporate due diligence and background checks
  • Breach and leak detection with instant alerting
Product → Case Studies →
Serviallax — CCTV AI

📹 AI Surveillance

  • City-wide camera integration and centralized monitoring
  • Crowd density and anomaly detection
  • Vehicle tracking and LPR across camera feeds
  • Industrial perimeter breach detection
  • Retail loss prevention and queue analytics
Product → Case Studies →
Facial Recognition

👁️ Biometric Intelligence

  • Watchlist matching across live CCTV feeds
  • Airport passenger biometric processing
  • Corporate access control and time-attendance
  • Banking KYC video verification
  • Event security and venue person tracking
Product → Case Studies →
Social Media Analysis

📱 Social Intelligence

  • Extremist content and radicalization monitoring
  • Criminal coordination detection on Telegram channels
  • Brand reputation and misinformation tracking
  • Person-of-interest social network mapping
  • Cross-platform identity correlation
Product → Case Studies →
CDR / IPDR Analysis

📡 Telecom Intelligence

  • Criminal network mapping from call records
  • Movement tracking and geo-intelligence from towers
  • Suspicious internet activity and dark web access detection
  • Mule account coordinator identification
  • Encrypted app usage pattern analysis
Product → Case Studies →
Digital Forensics

🔬 Evidence Recovery

  • Post-incident evidence preservation for prosecution
  • Deleted message and file recovery from seized devices
  • Ransomware attack timeline reconstruction
  • Insider threat data exfiltration proof
  • Court-admissible reporting under CrPC Section 65B
Product → Case Studies →
Common Questions

How VedOps deployments work.

How quickly can we deploy VedOps?

Cloud deployments are live within 24 hours. On-premise and air-gapped installations typically take 2–4 weeks depending on infrastructure scale. We assign a dedicated deployment engineer to every new client.

Are the platforms integrable with existing systems?

Yes. All VedOps products expose REST APIs and support standard protocols. Serviallax integrates with ONVIF cameras. CyberTrace plugs into SIEM, SOC, and ticketing systems. CDR/IPDR accepts all major carrier formats.

Is training provided?

Every deployment includes a structured 2–5 day training program for analysts and operators. We also provide online video training, detailed documentation, and a dedicated Customer Success Manager.

What about data sovereignty and privacy?

VedOps supports full on-premise and air-gapped deployment, ensuring all data stays within your jurisdiction. We are PDPA, GDPR-aligned and designed for compliance with India's DPDP Act 2023.

Can multiple products be used together?

Absolutely — this is the VedOps advantage. Products are designed to work as an integrated stack. For example, a CCTV alert in Serviallax can auto-trigger a CyberTrace OSINT lookup on the same individual.

How is evidence made court-admissible?

Every product maintains a cryptographically signed, tamper-evident audit trail. Digital Forensics outputs comply with CrPC Section 65B. CDR and OSINT outputs are formatted for Indian court proceedings.

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