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Vigil by CamComDetection - Hospitality & Facility Management

Vigil understands what's happening across your operations. Your teams act on what matters.

Vigil by CamCom is the visual intelligence layer for hospitality and facility operations — turning continuous visual reality across rooms, lobbies, back-of-house, equipment, and public areas into structured, prioritised, action-ready intelligence.

10 High Impact

Operational Scenarios

8

Industry Environments

30 Days

Edge-Deployed

Total inspections completed till date

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Your operations are running. Are you sure you can see them?

Hospitality groups, facility management providers, hospitals, campuses, and enterprise operations teams have invested in ticketing systems, BMS platforms, work-order tools, and inspection apps.

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Inspections are periodic. Reality is continuous.

  • A room gets inspected when housekeeping checks it.

  • A corridor gets inspected when the supervisor walks it.

Vigil delivers continuous operational awareness across every camera, every PDA, every site, every shift — not periodic snapshots.

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Your existing CCTV systems record. They don't think.

  • Your CCTV records.

  • Your ticketing system tracks.

Vigil is the visual intelligence layer that interprets operational reality and turns it into structured signals your existing systems can act on.

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Multi-site operations are flying blind across locations.

  • A single facility is hard enough.

  • A portfolio — 12 hotels, 40 hospitals, 200 commercial sites, 6 data centres — is structurally unmanageable with periodic, manual oversight.

Vigil delivers portfolio-level intelligence: cross-site patterns, comparative benchmarks, drift detection, consistency you cannot get from manual oversight.

Ten scenarios. Real problems. Measurable outcomes.

These ten operational scenarios are proven across hospitality, facility management, healthcare, education, logistics, data centres, and public operations.

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Room Readiness & Quality Assurance

  • Verify cleanliness, setup, amenities, and maintenance status before guest arrival.

  • Across hotel rooms, hospital rooms, serviced apartments, and short-stay properties.

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Facility Maintenance & Condition Monitoring

  • Detect maintenance issues early — leaks, damage, wear and tear, asset condition — before they escalate.

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ESG Verification & Sustainability

  • Validate waste management, energy usage proxies, water conservation, and sustainability practices visually.

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Public Area Readiness & Cleanliness

  • Ensure lobbies, restrooms, corridors, elevators, and common areas are clean, stocked, and presentable — continuously.

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Incident Awareness & Response Enablement

  • Detect safety hazards, spills, unauthorised access, or policy violations in real time — so supervisors act on prioritised incidents, not on noisy alerts.

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Stock & Inventory Availability

  • Verify stock presence and shelf conditions in back-of-house, pantries, retail outlets, and operational stores — turning a manual periodic check into continuous visibility.

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Contractor & Vendor Compliance

  • Verify PPE usage, work area safety, permit compliance, and vendor adherence to standards — closing the gap between contracted compliance and on-ground reality.

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Safety Equipment & Compliance Checks

  • Check availability and condition of fire extinguishers, exits, signage, alarms, and safety equipment — continuously, against the audit standards that govern your sites.

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Operational Standards & SOP Adherence

  • Validate adherence to SOPs — setup, opening and closing checklists, signage, uniforms, and process steps — across every site, every shift.

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Performance Insights & Trend Analysis

  • Identify recurring issues, track improvement, and prioritise actions with data-backed insights — turning operational visibility into operational learning across your portfolio.

Vigil turns operational reality into actionable intelligence in five distinct moves — observed at the edge, structured into clean JSON, delivered into your existing systems.

Operational Reality

  • Continuous visual capture across your operational environment — CCTV streams, mobile and PDA captures, technician photos, supervisor evidence.

Visual Understanding

  • Contextual understanding with high accuracy and low noise. The model knows the difference between an obstacle and a guest’s bag, between an empty dispenser and one being refilled.

Structured Intelligence

  • Clean JSON intelligence that integrates with your systems. Findings, evidence, time, location and severity — every signal ready to act on. No proprietary formats. No vendor lock-in.

Faster Decisions

  • Timely, prioritised intelligence that flows into your work-order platforms, ticketing systems, BI tools and notification channels — exactly where your teams already work.

Better Outcomes

  • Measurable outcomes across safety, quality, compliance and cost — not dashboards that nobody opens.

WHERE VIGIL DEPLOYS

One platform. Eight industry environments.

Vigil's operational scenarios translate directly across the environments where visual operations matter most.
Hospitality

Hospitality

Hotels, serviced apartments, resorts, restaurants, and venues. Room readiness, public area presentation, F&B compliance, SOP adherence.

Commercial & Office

Commercial & Office

Office towers, mixed-use complexes, co-working spaces. Lobby readiness, facility maintenance, vendor compliance, ESG verification.

Healthcare

Healthcare

Hospitals, clinics, diagnostic centres. Patient room readiness, corridor cleanliness, infection-control SOPs, safety compliance.

Industrial & Plants

Industrial & Plants

Manufacturing sites, processing facilities. PPE compliance, safety equipment checks, contractor compliance, SOP adherence.

Education & Campuses

Education & Campuses

Universities, schools, large campuses. Public area cleanliness, washroom standards, safety equipment, event readiness.

Data Centres

Data Centres

Data centres, telecom facilities. Equipment condition, safety compliance, environmental anomaly detection, audit-grade evidence.

Logistics & Warehouses

Logistics & Warehouses

Warehouses, distribution centres. Dock readiness, stock verification, safety compliance, vendor adherence.

Airports & Transport

Airports & Transport

Terminals, transit hubs. Public area readiness, safety equipment compliance, incident awareness across high-traffic environments.

Edge-deployed. System-agnostic. Prove value in 30 days.

Vigil deploys fast, integrates cleanly, and shows measurable outcomes inside a single quarter. The 30-day validation is how most customers begin.

Mizhi EDGE — on-site cognition

Mizhi EDGE — on-site cognition

    Works with your existing infrastructure

    Works with your existing infrastructure

      Integrates where your operations live

      Integrates where your operations live

        Start single-site. Scale to enterprise.

        Start single-site. Scale to enterprise.

          STRATEGIC PRODUCT BOUNDARIES

          Clarity of focus. Discipline of purpose.

          Most enterprise software grows by claiming to be everything. Vigil grows by being exactly one thing — and being honest about what it is not.

          What Vigil IS

          • Visual Operational IntelligenceTransforms visual inputs into operational understanding.
          • Edge-Native CognitionUnderstands events at the edge for speed, privacy, and resilience.
          • Incident Structuring & ContextualisationDetects, interprets, and structures operational incidents.
          • Operational Awareness & Signal PrioritisationHighlights what matters and reduces noise.
          • Cross-Site Insights & PatternsLearns across locations to surface trends and anomalies.
          • Structured Output for Enterprise SystemsDelivers clean, structured intelligence via open APIs (JSON).
          • Augmentation, Not ReplacementEnhances human teams and existing operational workflows.

          What Vigil IS NOT

          • Not a Building Management System (BMS)Vigil does not control or replace building systems or infrastructure.
          • Not an IoT or Device Management PlatformVigil does not manage or orchestrate IoT devices or sensors.
          • Not a Workflow or Ticketing SystemVigil does not own or replace operational workflows or ticketing.
          • Not Enterprise Middleware or ERPVigil does not integrate or replace core enterprise platforms.
          • Not a Command Centre OperatorVigil does not operate or staff command or control centres.
          • Not General Surveillance InfrastructureVigil is not a CCTV hardware vendor or storage provider.
          • Not a Consulting or Audit ServiceVigil does not provide advisory, audit, or compliance consulting.

          Vigil is purpose-built for visual operational intelligence and augmentation. We empower existing systems and teams — we do not replace them.

          The 30-Day Validation Framework — Prove value fast. Operate with confidence.

          A focused 30-day validation to demonstrate impact, de-risk adoption, and define the path to scale. Success criteria at day 30: operational impact, accuracy and reliability, user adoption, value realisation.

          Deploy & Baseline (Days 1–7)

          Validate & Tune (Days 8–14)

          Prove Impact (Days 15–21)

          Decide & Scale (Days 22–30)

          Three things no operational intelligence vendor can match.

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          Edge-native, by architecture

          • Most visual AI systems are cloud-first — they pull your video into someone else’s data centre, process it there, and send results back.
          • Vigil is edge-native: Mizhi EDGE processes visual feeds locally, on-site. Raw video never leaves your environment; only structured intelligence moves upstream.
          • Lower latency. Lower bandwidth. Higher privacy. Resilient to network failure.
          • Most visual AI systems are cloud-first. Vigil is edge-native.
          • Mizhi EDGE processes visual feeds locally. Raw video never leaves your environment.

          On-premise appliance · Local processing · Offline resilient · Low bandwidth · Privacy by design

          02

          Privacy-first, not privacy-compromised

          • Vigil is operational intelligence — not surveillance.
          • Configurable face masking. No personal information extraction. No continuous monitoring of individuals. No raw video output. No data sale or sharing.
          • Aligned with GDPR, DPDP, PDPA and CCPA — not retrofitted compliance, but architectural.
          • Vigil is operational intelligence — not surveillance.
          • Face masking. No personal data extraction. No raw video output. Aligned with GDPR, DPDP, PDPA and CCPA.

          GDPR · DPDP · PDPA · CCPA aligned · No identity recognition · No personal profiling · No data sharing

          03

          Backed by the AI World Model that runs a country

          • Vigil is a product of CamCom — the company whose AI World Model processes 500M+ images every month, runs across 7 of the top 10 insurers in India and ERGO across 21 European countries, and delivered the world’s first UN SDG 11 compliant nation in the Kingdom of Saudi Arabia.
          • Most operational intelligence products are built by operations companies that bolted on AI.
          • Vigil is built by an AI company that built operations around it.
          • Vigil is a product of CamCom — 500M+ images processed every month, 7 of the top 10 insurers in India, and the world’s first UN SDG 11 compliant nation.
          • Most operational intelligence is built by operations companies that bolted on AI. Vigil is built by an AI company that built operations around it.

          500M+ images analysed monthly · 100+ enterprise customers · 6 continents · 25+ countries · 8 years in production

          For Partners, MSPs & System Integrators

          Vigil powers the intelligence. You power the operations and outcomes.

          Facility management providers, managed service operators, SOC/NOC teams, and enterprise operations centres can build new offerings on Vigil — adding advanced visual intelligence.

          Book a demo

          Expand Your Offerings

          Add advanced visual intelligence to your existing service portfolio without building AI in-house.

          Create New Services

          Build monitoring, response, and analytics services on top of Vigil's intelligence layer.

          Increase Value & Margin

          Deliver differentiated outcomes at scale with higher operational efficiency.

          Retain Customer Ownership

          You own the customer relationship, the operations, and the outcomes. Vigil delivers the intelligence layer beneath.

          How is Vigil different from CCTV analytics products we have evaluated before?

          Most CCTV analytics products are cloud-first, narrow-purpose (e.g. people counting, perimeter intrusion), and built on benchmark-trained models. Vigil is edge-native, multi-scenario, and built on CamCom's AI World Model — proven at sovereign scale. Raw video stays local; only structured intelligence moves upstream. The same platform handles ten distinct operational scenarios across eight industry environments.

          Do we need to replace our existing cameras or BMS?

          How does Vigil handle privacy concerns from employees, guests, or unions?

          What does the 30-day validation actually require from us?

          What integration work is required on our side?

          Can Vigil scale from a single site to an enterprise portfolio?

          We are a facility management provider — can we offer Vigil to our own customers?

          How does Vigil's AI hold up in our specific environment? Our facilities are not standard.

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          Show us your hardest operational blind spot.

          A 30-minute conversation about your toughest operational scenario — the SOP your teams can't enforce consistently, the multi-site drift you can't detect early, the audit readiness.