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Rivac AI Labs
Computer Vision & Voice AI Solutions

Facial & Biometric Recognition (Compliant Deployments)

Biometric access control is genuinely convenient, and it's also one of the fastest ways to create serious legal exposure if it's built without the underlying compliance work, state biometric privacy laws, GDPR, and industry-specific rules all impose real requirements on consent, storage, and retention. This service builds facial or biometric recognition systems for identity verification and access control with those guardrails designed in from the start, not bolted on afterward. It's for businesses that want the operational benefit of frictionless access or verification without gambling on a lawsuit or a regulatory finding. Every deployment ships with documented consent flows, encrypted storage, and a retention policy your legal team has actually reviewed.

This is a capability we deliver for you as a service, not a role we’re hiring for.

How We’d Approach This

A clear, staged plan, not a black box

These are the service-specific steps inside our six-step process.

  1. 1

    Diagnose: map the specific regulatory regime that applies (state biometric law, GDPR, industry rules) and define the exact use case: access control, verification, or attendance.

  2. 2

    Pilot: build a small-scale deployment with explicit consent flows, encrypted storage, and defined retention limits, tested at one site or entry point.

  3. 3

    Review: have counsel or your compliance stakeholders review the pilot's consent language, data handling, and audit trail before any wider rollout.

  4. 4

    Build: scale to the full deployment with ongoing monitoring, an incident-response procedure, and a documented compliance posture your legal team can stand behind.

What You Get

Deliverables from this engagement

  • A biometric access or verification system scoped to the applicable legal requirements
  • Documented consent flows and a data-retention policy
  • Encrypted biometric data storage with an access-audit trail
  • A compliance memo covering the jurisdictions and regulations addressed
  • An incident-response runbook for a biometric data event

Six Ways We Could Architect This

Different engagement, different build, pick the shape that fits

There’s more than one way to deliver on this service. Browse a few of the ways we’d structure the work, depending on your speed, budget, and integration needs.

Read all 6 architectures as text

Lean Fast-Start Architecture

Setup

  • Consent Form Presented to User
  • User Enrolls Face Template
  • Encrypted Template Stored Locally

Verification Run

  • User Approaches Access Point
  • Face Match Check
  • Match Confirmed
  • Access Granted
  • Access Denied and Logged

Governance

  • Access Event Logged with Timestamp
  • Retention Timer Applied to Log

Cloud-Native / Managed Services Architecture

Enrollment Layer

  • Consent Capture Web Form
  • Managed Identity Verification Service
  • Cloud Encrypted Biometric Vault

Verification Layer

  • Managed Face Matching API
  • Access Point Device
  • Match Result
  • Access Granted Event
  • Access Denied Event

Governance Layer

  • Managed Audit Log Service
  • Automated Retention Policy Enforcement

Reporting

  • Compliance Dashboard
  • Access Activity Report

Event-Driven & Automation-First Architecture

Triggers

  • User Presents at Sensor
  • Capture Event Fired

Automation Layer

  • Face Detection and Liveness Check
  • Liveness Confirmed
  • Auto Rejected as Spoof Attempt
  • Match Against Encrypted Template Store
  • Match Found
  • Auto Access Granted Event
  • Auto Access Denied Event

Compliance Automation

  • Auto Logged with Consent Reference
  • Retention Countdown Job Scheduled
  • Retention Period Expired
  • Auto Purge Executed

Enterprise-Grade & Compliance-Ready Architecture

Governance

  • Biometric Privacy Policy
  • State and GDPR Compliance Rules
  • Documented Consent Workflow

Secure Enrollment

  • Access Controlled Enrollment Console
  • Encrypted Template Storage with Key Rotation
  • Role Based Administrator Access

Audited Verification

  • Verification Engine with Confidence Logging
  • Match Decision
  • Access Granted with Signed Log Entry
  • Access Denied with Signed Log Entry

Compliance Reporting

  • Immutable Audit Trail
  • Legal Reviewed Retention Schedule
  • Redundant Secure Backup
  • Regulatory Compliance Report

AI-Augmented, Human-in-the-Loop Architecture

Data In

  • Captured Face Image at Access Point
  • Encrypted Enrolled Template Store

AI Matching

  • AI Face Matching Engine
  • AI Match Confidence Score
  • Confidence in Ambiguous Range

Human in the Loop

  • Escalated to Security Officer for Manual Review
  • Officer Reviews Image and Context
  • Officer Confirms Identity
  • Human Approved Access Granted
  • Human Approved Access Denied
  • Auto Decision Applied Confidently

Logging

  • Decision Logged with Reviewer ID
  • Compliance Record Archived

Integration-Heavy / Ecosystem-Connected Architecture

Client Systems

  • Physical Access Control System
  • Biometric Verification Core
  • HR or Identity Management System
  • Security Incident Platform

Biometric Core

  • Consent and Template Management Layer
  • Match Decision Engine

Sync Layer

  • Access Control System Sync
  • HR Identity Record Sync
  • Security Incident Platform Sync

Governance Reporting

  • Unified Access and Identity Dashboard
  • Cross System Compliance Report

More in Computer Vision & Voice AI Solutions

Ready to get started?

Tell us what you’re trying to get done and we’ll help you find the highest-leverage place to start, scoped small enough to prove itself before you commit to anything bigger.

Talk to us about Facial & Biometric Recognition (Compliant Deployments)

Most engagements like this start as a $500–$2,500 pilot, see full pricing.

Questions? Book a free call