Use Case

Your Operators Shouldn't Be Drowning in Alarms. AI Should Handle Them.

Cobalt Monitoring Intelligence automatically triages, investigates, and resolves up to 94% of security events without human escalation — eliminating false positives, reducing operator fatigue, and letting your team focus on events that actually matter.

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Cobalt Monitoring Intelligence dashboard with AI-powered alarm management in action

The Alarm Problem Is Getting Worse, Not Better

Enterprise security teams face thousands of alarms daily. Most are noise. The real threats hide in the chaos.

Alarm Fatigue Is a Safety Risk

Security operators process thousands of alarms per shift. When 80%+ are false or nuisance alarms, real threats get buried. Teams stop trusting the system — and start ignoring alerts entirely.

Manual Triage Doesn't Scale

Every alarm requires an operator to review video, cross-reference access logs, and make a judgment call. At enterprise scale, that means 6,600+ hours per month of manual alarm handling — the equivalent of 38 full-time operators.

Legacy Systems Create Noise, Not Intelligence

Access control and VMS platforms generate alarms based on rigid rules with no context. A door held open by a delivery team and a door forced open at 2 AM get the same priority. The result: operators waste time on events the system should have resolved itself.

Intelligent Alarm Triage That Works While Your Team Sleeps

Cobalt Monitoring Intelligence applies contextual reasoning to every alarm — so your operators only see what matters.

Automated Alarm Resolution

Handlers receive each alarm, pull video and access control context, and determine whether the event requires human attention. Up to 94% of events are resolved without human escalation — without an operator ever seeing them.

Root Cause Analysis

Instead of just flagging "Door Held Open," the system determines why — a propped door for a delivery, a malfunctioning closer, a badge policy violation. This context turns raw alarms into actionable intelligence.

False Alarm Reduction

By correlating video with access control data, Handlers distinguish nuisance events from genuine security incidents. Deployments show a 55% reduction in false and nuisance alarms — a 62% reduction in overall manual alarm volume.

Proactive System Health

Persistent false alarms from specific devices automatically generate maintenance tickets. The system identifies failing hardware before it becomes a long-term liability — turning your alarm data into a facility health tool.

94%

Events Resolved Without Human Escalation

55%

False Alarm Reduction

<10%

Events Requiring Human Review

6,000+

Operator Hours Saved Monthly

Calculate Your Projected Savings

From Alarm to Resolution in Seconds

Every alarm passes through the same intelligent workflow — Detect, Reason, Act, Resolve.

→

Detect

Access control system generates an alarm — Door Held Open, Door Forced Open, badge violation, or unauthorized access attempt. The event enters Cobalt Monitoring Intelligence in real time.

→

Reason

The Handler pulls the associated camera feed, correlates it with badge activity and door schedule data, and applies contextual reasoning. Is someone propping the door for a delivery? Is the door malfunctioning?

→

Act

Based on the root cause, the Handler clears the alarm automatically, generates a maintenance ticket for a device issue, or escalates to a security operator with full context — video, access logs, and a recommended action.

Resolve

The event is logged with a complete audit trail: what happened, why, what action was taken, and by whom. Recurring patterns surface in dashboards for trend analysis and policy adjustment.

Measured Against Industry Benchmarks

Real performance data from enterprise deployments.

Metric	Cobalt Monitoring Intelligence	Industry Benchmark
Events Resolved Without Human Escalation	Up to 94%	~80%
Avg. Alarm Response Time	58–75 seconds	6–8.5 minutes
False Alarm Reduction	55%	N/A
Events Requiring Human Review	<10%	N/A

Based on enterprise deployments including Salesforce. Benchmarks derived from published industry case studies and Cobalt customer data.

What Your Team Gets Back

Alarm automation doesn't just reduce noise — it returns thousands of hours to your security team every month.

Metric	Before	With Cobalt Monitoring Intelligence
Monthly alarm-handling hours	6,632	2,482
Hours freed per month	—	4,050
Est. monthly cost savings	—	$81,000

Simplified model based on alarm-handling hours at $20/hr. Real-world impact varies based on site policies, alarm volume, and additional operator responsibilities.

4,050 hours/month Freed for higher-value security work — investigations, proactive patrols, risk assessments, and threat response.

Less triage, more impact Operators spend less time on repetitive alarm review and more time on the events that require human judgment and expertise.

Flexible ROI For teams facing hiring challenges or budget pressure, the same capacity gains translate directly to cost savings — six figures annually.

Based on a Fortune 500 technology company deployment.

See It in Action

Explore how Handlers triage alarms, surface root causes, and track trends across your portfolio.

Cobalt Monitoring Intelligence Investigator — all events grid view with alarm categories and root causes

Cobalt Monitoring Intelligence DHO Handler — Door Held Open root cause analysis with video correlation

Cobalt Monitoring Intelligence DFO Handler — Door Forced Open detection with person detected escalation

Cobalt Monitoring Intelligence — device issue detected with automated service ticket creation

Investigator

Search and filter every event by root cause, alarm category, and status

DHO Handler

Root cause analysis identifies cleaning staff holding a door — cleared automatically

DFO Handler

Person detected at forced-open door — escalated with full video context

Device Health

Recurring false alarms flagged as device issue — service ticket created automatically

Built for the Alarms That Matter Most

Each alarm type has a dedicated Handler with contextual reasoning specific to that event category.

Door Held Open (DHO)

The #1 source of nuisance alarms in enterprise environments. The DHO Handler correlates video footage with badge activity and door schedules to determine whether a held door is a propped-open violation, a malfunctioning closer, or a legitimate operational hold. Nuisance events are cleared automatically. Genuine violations trigger escalation with full context.

Door Forced Open (DFO)

Forced entry alarms demand immediate attention — but most are false positives triggered by mechanical issues or legitimate emergency exits. The DFO Handler cross-references video with access logs to distinguish real forced entries from false alarms, escalating only confirmed threats to security operators.

Badge Violations & Access Anomalies

Invalid badge attempts, expired credentials, and after-hours access events generate high alarm volume with low signal. Handlers analyze patterns — is this an employee who forgot to renew their badge, or an unauthorized access attempt? Context-aware triage reduces noise and surfaces real policy violations.

Proactive Device Health

When a specific door or reader generates repeated false alarms, the system identifies it as a hardware issue — not a security event. Automated maintenance tickets are created with device-specific diagnostics, turning alarm data into a facility management tool that prevents long-term reliability issues.

Works With Your Existing Systems

No rip-and-replace. Cobalt Monitoring Intelligence connects directly to your access control and video management systems.

Access Control

LenelS2 OnGuard
Genetec
C·CURE 9000
BrivoOne
Avigilon Alta (Openpath)
and others

Video Management & Ingest

BrivoOne
Milestone XProtect
Genetec
RTSP/RTSPS Camera Streams
and others

Ticketing & Communication

Slack
ServiceNow
Salesforce
Phone/SMS, Email
and others via API

What Security Leaders Are Telling Us

Feedback from enterprise security leaders evaluating AI-powered alarm management.

"We need a solution that differentiates between nuisance and actionable alarms."

— Head of Physical Security
Fortune 500 semiconductor company

"Root cause analysis addressing door alarm issues — that's what we've been missing."

— VP of Security
Fortune 500 financial institution

"The ability to filter out non-critical alarms changes the game for our team."

— Director of Security Operations
National security services provider

Frequently Asked Questions

How does Cobalt Monitoring Intelligence reduce false alarms? +

Each Handler correlates video footage with access control data and door schedules to determine the root cause of an alarm before deciding whether to escalate. Events that are confirmed as nuisance — such as a door held open for a delivery or a malfunctioning closer — are cleared automatically. This approach achieves a 55% reduction in false and nuisance alarms across enterprise deployments.

What types of alarms can be handled automatically? +

Door Held Open (DHO), Door Forced Open (DFO), badge violations, unauthorized access attempts, and access anomalies. Each alarm type has a dedicated Handler that applies contextual reasoning specific to that event category.

Does this require replacing our existing access control or VMS? +

No. Cobalt Monitoring Intelligence integrates directly with your existing systems including LenelS2 OnGuard, Genetec, BrivoOne, and others. No changes are made to badge readers, access panels, or existing alarm policies.

How fast does the system respond to alarms? +

Average alarm response time is 58–75 seconds from event trigger to resolution or escalation — compared to the industry benchmark of 6–8.5 minutes for manual triage.

What happens when an alarm requires human review? +

Less than 10% of alarms require human review. When escalation is needed, the security operator receives the alarm with full context: correlated video, access logs, root cause analysis, and a recommended action — eliminating the need to manually investigate from scratch.

Can the system identify hardware issues causing repeated false alarms? +

Yes. When a specific door or device generates persistent false alarms, the system automatically flags it as a hardware issue and generates a maintenance ticket with device-specific diagnostics. This prevents recurring noise and turns alarm data into a proactive facility health tool.

What is AI alarm management for enterprise security?

AI alarm management uses artificial intelligence to automatically triage, investigate, and resolve security alarms in enterprise environments. Instead of requiring human operators to manually review every Door Held Open, Door Forced Open, or badge violation alarm, AI-powered Handlers correlate video footage with access control data to determine the root cause of each event. Cobalt Monitoring Intelligence clears up to 94% of alarms automatically, achieving a 55% reduction in false and nuisance alarms and a 62% reduction in overall manual alarm volume. This approach eliminates alarm fatigue, reduces operator workload, and ensures that genuine security threats receive immediate attention.

How does AI reduce false alarms in access control systems?

Traditional access control systems generate alarms based on rigid rules without context — a Door Held Open alarm fires regardless of whether someone is propping the door for a delivery or whether the door closer is malfunctioning. AI alarm management solves this by correlating multiple data sources in real time. Cobalt Monitoring Intelligence Handlers pull the associated camera feed, cross-reference badge activity and door schedule data, and apply contextual reasoning to determine the root cause of each alarm. Events confirmed as nuisance are cleared automatically, while genuine security incidents are escalated to operators with full context. Enterprise deployments show a 55% reduction in false and nuisance alarms.

What is automated alarm triage and how does it work?

Automated alarm triage is the process of using AI to evaluate, prioritize, and resolve security alarms without human intervention. Cobalt Monitoring Intelligence uses dedicated Handlers for each alarm type — Door Held Open (DHO), Door Forced Open (DFO), badge violations, and access anomalies. Each Handler follows a four-step workflow: Detect (receive the alarm in real time), Reason (correlate video and access control data), Act (clear automatically, generate a maintenance ticket, or escalate with context), and Resolve (log with complete audit trail). This process achieves average response times of 58–75 seconds compared to the industry benchmark of 6–8.5 minutes.

How does root cause analysis improve alarm management?

Root cause analysis transforms raw alarms from simple notifications into actionable intelligence. Instead of just reporting that a Door Held Open event occurred, Cobalt Monitoring Intelligence determines why — a propped door for a delivery, a malfunctioning closer, a badge policy violation, or an actual security breach. This context allows the system to automatically resolve nuisance events while flagging genuine threats. Root cause data also feeds into dashboards for trend analysis, helping security leaders identify recurring issues, top offender doors, and systemic problems like failing hardware.

What is the ROI of AI-powered alarm management?

AI-powered alarm management delivers measurable ROI through freed operator time and reduced alarm-handling costs. In a Fortune 500 technology company deployment, Cobalt Monitoring Intelligence reduced monthly alarm-handling hours from 6,632 to 2,482 — freeing 4,050 hours per month for higher-value security work. For organizations facing hiring challenges or budget constraints, this capacity translates to estimated monthly cost savings of $81,000. Additional ROI comes from proactive device health monitoring, which automatically identifies failing hardware generating persistent false alarms and creates maintenance tickets before issues become long-term liabilities.

How does Cobalt Monitoring Intelligence integrate with LenelS2 OnGuard and Genetec?

Cobalt Monitoring Intelligence integrates directly with existing access control and video management systems including LenelS2 OnGuard, BrivoOne, Genetec, Milestone XProtect, and RTSP/RTSPS camera streams. The deployment uses on-premise edge processors with static IP and direct API communication for high-speed, secure processing. No changes are made to badge readers, access panels, or existing alarm policies — all automation respects current rules of engagement. The system also integrates with communication and ticketing platforms including Slack, ServiceNow, and Salesforce for escalation workflows and automated maintenance ticket creation.

What is alarm fatigue and how does AI solve it?

Alarm fatigue occurs when security operators are exposed to such a high volume of alerts — most of which are false or nuisance alarms — that they become desensitized and begin ignoring or slowly responding to all alarms, including genuine threats. In enterprise environments, operators may process thousands of alarms per shift, with 80% or more being non-actionable. Cobalt Monitoring Intelligence solves alarm fatigue by automatically clearing up to 94% of alarms through AI-powered Handlers that apply contextual reasoning to each event. Less than 10% of alarms require human review, and when escalation is needed, operators receive full context — video, access logs, root cause analysis, and a recommended action — rather than a raw, unexplained alert.

Stop Drowning in Alarms. Start Resolving Them.

See how Cobalt Monitoring Intelligence can reduce your alarm volume by 62% and give your operators back thousands of hours for the work that actually matters.

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Managed Service

Autonomous Hardware

Use Cases

Industry

Facility

Your Operators Shouldn't Be Drowning in Alarms. AI Should Handle Them.

The Alarm Problem Is Getting Worse, Not Better

Alarm Fatigue Is a Safety Risk

Manual Triage Doesn't Scale

Legacy Systems Create Noise, Not Intelligence

Intelligent Alarm Triage That Works While Your Team Sleeps

Automated Alarm Resolution

Root Cause Analysis

False Alarm Reduction

Proactive System Health

From Alarm to Resolution in Seconds

Detect

Reason

Act

Resolve

Measured Against Industry Benchmarks

What Your Team Gets Back

See It in Action

Investigator

DHO Handler

DFO Handler

Device Health

Built for the Alarms That Matter Most

Door Held Open (DHO)

Door Forced Open (DFO)

Badge Violations & Access Anomalies

Proactive Device Health

Works With Your Existing Systems

Access Control

Video Management & Ingest

Ticketing & Communication

What Security Leaders Are Telling Us

Frequently Asked Questions

Stop Drowning in Alarms. Start Resolving Them.

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