AI Building Access Control

The Problem

Access control is manual and fragmented—unauthorized entry slips through and ops teams burn time

Organizations face these key challenges:

1

Credential provisioning/deprovisioning takes hours or days, especially for contractors and temporary staff

2

Tailgating and door-prop events are detected late (after reviewing video/logs), not prevented in real time

3

Multiple buildings run different systems and policies, making audits, reporting, and incident response slow

4

Front desk/security teams spend disproportionate time on visitor entry, lost badges, and access exceptions

Impact When Solved

Real-time unauthorized-entry preventionFaster onboarding/offboarding for tenants and vendorsCentralized policy enforcement across buildings

The Shift

Before AI~85% Manual

Human Does

  • Manually issue/revoke badges/keys and handle lost credential requests
  • Visually verify visitors at reception/intercom and approve access exceptions
  • Monitor doors/CCTV and investigate incidents after alerts or complaints
  • Compile audit reports from disparate access logs and camera footage

Automation

  • Rule-based door schedules and basic badge validation (if/then automation)
  • Record access logs and store video for later review
  • Trigger simple alarms (door forced/held open) without context
With AI~75% Automated

Human Does

  • Define access policies (roles, zones, time windows) and approve high-risk exceptions
  • Review AI-flagged incidents (tailgating/anomalies) and perform response/escalation
  • Oversee compliance, privacy, and model performance (false accept/false reject targets)

AI Handles

  • Automate identity verification (mobile credential, biometrics/liveness where permitted) and enforce least-privilege access
  • Detect and alert on tailgating, piggybacking, unusual entry patterns, and credential sharing in real time
  • Auto-provision/deprovision access via integrations (HR/tenant systems, contractor management, visitor platforms)
  • Continuously tune thresholds per entrance/building to reduce false alarms and generate audit-ready reports

Real-World Use Cases

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