Product Plans

Choose the level of deepfake detection intelligence your institution needs.

Capability Basic Standard Enterprise ⭐
Analysis Level Essential Advanced Forensic
Detection Core Texture & Frequency Analysis Texture, Frequency + Structural Logic Full Stack (Texture, Logic, Signal, Temporal)
Physiological Check — — rPPG Heartbeat Detection
Audit Trails Basic Score Detailed Report Evidence Generation for Audits
Integration Web Dashboard API API + On-Prem / VPC
Best For Low-volume startups High-growth NBFCs Tier-1 Banks & Exchanges
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Decision Intelligence: The 3-Zone Risk Logic

Fremner does not rely on a binary “Yes/No” guess. Our ensemble engine uses a 3-zone classification system purpose-built for financial risk control.

Auto-Reject (≥ 0.70)

High-confidence fraud detection for immediate blocking of automated and manual deepfake attacks.

High-Risk Review (0.45 – 0.70)

Anomalies flagged for human-in-the-loop review or step-up authentication.

Genuine Approved (< 0.45)

Authentic users proceed frictionlessly, preserving onboarding conversion rates.

Forensic Audit & Evidence Generation

Available exclusively in the Enterprise Tier, Fremner provides regulator-ready forensic documentation.

  • Multi-Model Evidence: Detailed scoring breakdowns from Xception, ViT, and frequency analysis.
  • Biological Confirmation: rPPG heartbeat detection forensic documentation.
  • Integrity Hashing: Every result secured with SHA-256 tamper-proof hashing.

Enterprise Deployment Architecture

  • Secure API: Azure-backed GPU inference with high availability.
  • Virtual Private Cloud (VPC): Deployment inside your AWS or Azure environment.
  • On-Premise Integration: Air-gapped deployments for maximum data control.

Regulatory Alignment

  • RBI V-CIP Alignment: Designed for 2025/2026 advanced liveness requirements.
  • Security-by-Design: Framework aligned with SOC 2 Type II and ISO 27001 standards.