Customer Results | Moii
Customer stories

See what changes when cameras become active members of the team.

Across multifamily, commercial real estate, industrial operations, and security, organizations are using Moii to turn existing camera infrastructure into real-time operational awareness and intelligence.

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Measured results
Each figure below comes from a different deployment, environment, and customer. They are not results from a single organization or a single installation.
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Real results

Different environments. Measurable outcomes.

The use cases change, but the opportunity is consistent: turn information already visible to cameras into something teams can use while it still matters.

01 Top-50 NMHC operator Multifamily

From roughly five after-hours incidents a week to fewer than one.

The challenge

Property teams could not continuously monitor amenity spaces overnight. Unauthorized activity was often discovered after a resident complaint or after an incident had already occurred.

With Moii

Moii used existing camera infrastructure to recognize defined after-hours activity and bring the moment to the property team with visual evidence while it was happening.

~5/week → <1/week
After-hours amenity incidents
50+
Amenity spaces monitored
Real-time
Alerts with visual evidence

Instead of learning about recurring issues after the fact, the team gained awareness while the activity was occurring, giving security and property teams an earlier opportunity to respond.

02 U.S. industrial materials-processing facility

Continuous visibility helped reduce safety violations across the plant floor.

The challenge

Manual reporting captured only a fraction of the PPE, walkway, and in-cab safety activity occurring across shifts.

With Moii

Moii used the facility's existing camera network to continuously recognize defined safety conditions and provide visual evidence to safety and operations leadership.

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Instead of relying only on manually reported incidents, the safety team gained continuous visibility into real-world activity across the floor.

03 Commercial real estate Occupancy intelligence

Existing cameras became an accurate source of occupancy intelligence.

The challenge

The organization needed reliable occupancy and utilization data for operational and planning decisions without adding another layer of specialized counting infrastructure.

With Moii

Moii used compatible existing camera infrastructure, with camera-specific tuning and validation, to create real-time occupancy and utilization intelligence.

95%+
Measured occupancy accuracy after AI tuning
Real-time
Occupancy and utilization dashboards
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Moii occupancy and utilization dashboard

Existing camera infrastructure became a usable operational data source for understanding how buildings and spaces were actually being used.

04 Independent law-enforcement validation + commercial deployment

A visible weapon. An alert in under five seconds.

The challenge

Weapon-visible events unfold quickly, while traditional camera systems generally leave teams reviewing evidence after the fact. Automated detection also has to manage false positives well enough for teams to trust the alerts.

With Moii

Moii's visible-weapon detection was evaluated through an independent law-enforcement blind test and in an ongoing commercial deployment.

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In the commercial deployment, false-positive alerts averaged approximately 2–3 per camera per week, with continued tuning designed to reduce them further. The validation demonstrated that visible weapons could be recognized within seconds while ongoing tuning addressed the false positives that can undermine trust in automated alerts.

More ways Moii is being put to work

The camera layer can answer more than one kind of question.

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In the real world

One platform. Many operational questions.

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Security. Safety. Occupancy. Operations. Customer and resident experience. Different questions, powered by the same operational-awareness layer.

The environments change. The operational problem does not.

The information is already visible. Traditionally, someone has to notice the condition, determine who needs to know, and move the information to the right team. Moii helps existing cameras bring that moment forward sooner.

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What could your cameras help your team know sooner?

Show us the conditions, problems, or operational questions that matter across your physical environment. We'll show you what the cameras already there could make visible.

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