Experience
We evaluate AI against the conditions that matter in practice: the site, the workflow, the people responsible for action and the agreed success criteria.
The summaries below are intentionally anonymized until customer naming, imagery and quantitative publication permissions are confirmed.
A face-recognition and entry-monitoring workflow was deployed for a controlled institutional environment, with gate-level event review and operational sign-off. Customer naming and detailed metrics remain subject to publication approval.
Elevator and gate workflows were validated in an occupied residential property, including event detection, evidence review and site-team feedback before procurement discussion.
Multiple operational-safety workflows were piloted across active warehouse sites, including vehicle speed, parking, restricted zones, emergency-exit visibility and operator-related events.
A camera-based attendance and presence pilot was evaluated across multiple entry and exit points, with review of first-seen, last-seen and operational exceptions.
Controlled-access, monitoring and operational-awareness environments with defined security requirements.
Safety, vehicle, parking and workforce workflows across active industrial locations.
Entry, elevators, gates, parking and shared-facility operations.
Attendance, presence, access and evidence workflows for distributed teams and sites.
Customer-flow, occupancy and operational-intelligence use cases where suitable.
Public proof must be accurate, approved and understandable. We do not publish unverified performance claims or customer attribution.
The operational problem, the target event and the environment in which it occurs.
Pilot period, success criteria, reviewed events, false positives, misses and known limitations.
Verified results, operational feedback and customer-approved attribution where publication is permitted.
A pilot result is presented as site-specific evidence, not a universal product guarantee.
We can help define camera suitability, workflow scope, deployment assumptions and measurable acceptance criteria.
