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Manufacturing & Factory Surveillance

Factory CCTV Monitoring That Does More Than Record — AI Safety, Theft Prevention & Quality Inspection

Manufacturing plants face safety risks, theft, quality-control gaps, and compliance pressure — and traditional CCTV records the problem but doesn't prevent it. Tentovision adds AI intelligence to your existing factory cameras, turning passive footage into real-time monitoring for PPE, fire, asset counting, and packaging validation. Deployed at MRF Tyres, Nippon Paint, Oral-B, and Emerson — four named enterprise plants with measurable results on existing camera infrastructure.

Request Manufacturing Demo → View 4 Case Studies
Hero image — Factory AI monitoring dashboard with detection overlays Tentovision factory CCTV monitoring dashboard showing 4 live camera feeds with AI overlays: fire detection in under 5 seconds at solvent store with red bounding box (Nippon Paint), PPE compliance check on production line floor with green helmet and vest detection (Line 3), tyre counting at loading bay 2 with running count of 248 (MRF), and OCR barcode inspection on packaging line reading batch and EXP-26 expiry data — all four feeds across one platform on existing factory cameras
4 plants
Nippon Paint · MRF · Oral-B · Emerson
<5 sec
Fire detected at Nippon Paint
0 theft
In 30 days at MRF Tyres
100%
Packaging validation at Oral-B
The problem

The real challenges on a factory floor

A factory is not an office. The risks are physical, fast-moving and expensive — and a recorder that only stores footage for review after the fact does nothing to stop them.

⛑️

Worker safety & PPE

Missing helmets, gloves or vests in hazardous zones, and unsafe behaviour near moving machinery, turn into injuries and Factories Act liabilities — usually spotted only after the incident.

🔥

Fire & hazard detection

Plants handling flammable materials need detection in seconds, not the minutes a conventional smoke sensor can take to register — and footage that survives if the fire reaches the recorder.

📦

Internal theft & pilferage

Raw materials, components and finished goods go missing during dispatch — often with insiders adding extra units to outbound trucks while CCTV records but never counts.

🔎

Quality control at line speed

Manual inspection can't keep pace with a high-speed line. Fatigue causes inconsistent checks, and wrong batch, MFG, EXP, MRP prints or barcode mismatches slip through to dispatch.

🚚

Dispatch verification

Wrong items packed, quantity mismatches and no traceability from order to shipment mean errors are discovered as customer claims — long after the box has shipped.

🏭

Multi-plant blind spots

Companies running 5–50 plants need centralized visibility, but siloed NVRs per site leave operations directors logging into a dozen systems and seeing none of them together.

The platform

How Tentovision solves manufacturing surveillance

Tentovision is an AI-powered VMS that layers intelligence onto the cameras you already run. Each floor-level problem maps to a capability — and most plants need more than one, which is why a single platform beats a stack of point tools.

Image — PPE detection with helmet & vest bounding boxes Tentovision AI PPE detection overlay on factory camera feed showing green bounding boxes with HELMET DETECTED and VEST DETECTED labels on a production line worker, with confidence percentages and zone compliance status
Worker safety

Catch hazards as they happen

PPE detection flags missing helmets, vests or gloves in designated zones the moment a worker enters, while restricted-area and unsafe-behaviour alerts protect people near machinery — creating a timestamped compliance record instead of an after-the-fact review.

Image — AI fire detection with smoke bounding box Tentovision AI fire and smoke detection overlay at a solvent storage area showing red bounding box around early flame with detection time of under 5 seconds, similar to the Nippon Paint deployment that detected fire before conventional smoke sensors
Fire risk

Detect in seconds, keep the evidence

AI fire and smoke detection spots flame and smoke visually — under 5 seconds in the Nippon Paint deployment — and because footage is mirrored to centralized cloud storage, the critical evidence survives even if the on-site recorder is destroyed.

Image — AI tyre counting at loading bay Tentovision AI object counting at a tyre warehouse loading bay showing real-time count of tyres moving in and out of the truck with bay-wise tracking, similar to the MRF Tyres deployment that achieved zero internal theft in 30 days
Internal theft

Count every item, in and out

AI custom object counting tracks tyres, pallets and boxes bay-by-bay with real-time loading and unloading verification, raising an instant alert on any mismatch. At MRF, this restored accountability and reached zero theft in 30 days. Pair it with people and object counting for full coverage.

Image — OCR and barcode inspection on packaging line Tentovision AI OCR and barcode inspection on a high-speed packaging line showing batch number, MFG date, EXP date, MRP, and barcode validation results overlaid on each box passing through the line at full speed
Quality control

Validate every package on the line

AI OCR and barcode inspection reads batch, MFG, EXP and MRP data and validates barcodes against the expected values inline, at full production speed — flagging or rejecting errors in real time. This is the safety-plus-quality breadth most surveillance vendors simply don't offer.

Image — Dispatch verification with ANPR & barcode cross-check Tentovision dispatch verification dashboard showing ANPR-captured truck plate, order cross-check with barcode validation, and item-level traceability before the box closes, similar to the Emerson Chennai PDC deployment with 14,000+ active items
Dispatch

Cross-check before the box closes

Order-linked video capture with barcode cross-check ties each dispatch to its order and verifies contents before sealing, with automated compliance logs. At Emerson's Chennai PDC this brought live, error-flagged traceability across 14,000+ active items via ANPR-enabled gate and dispatch control.

Image — Multi-plant central dashboard Tentovision multi-plant dashboard showing live feeds and analytics from multiple factory sites across India on a single role-based view, with camera health monitoring confirming coverage at each plant
Multi-plant

Every site on one screen

Centralized multi-site monitoring brings every plant into one dashboard with role-based access, while camera health monitoring confirms there are no blind spots in critical zones — all delivered through the enterprise VMS platform.

Intelligence

Key AI video analytics for manufacturing

One platform spanning both safety and quality — a breadth that separates Tentovision from single-purpose point tools and camera-only vendors.

⛑️

PPE detection

Detect helmets, vests, gloves and masks in hazardous zones in real time, alerting supervisors the instant a violation occurs.

PPE detection software →
🔥

Fire & smoke detection

Visual detection of flame and smoke in seconds near solvent stores, generators and storage — faster than many conventional sensors.

Fire & smoke detection →
▣

AI object counting (custom)

Count tyres, pallets, cartons or components with bay-wise in/out tracking and loading verification — the core of theft prevention.

Custom-trained per asset type
🔤

OCR & barcode inspection

Read and validate batch, MFG, EXP, MRP and barcodes inline at line speed, catching label and packaging errors before dispatch.

Inline production-line quality gate
🚗

ANPR — gate & dispatch

Automate vehicle entry/exit at gates, log dispatch trucks and trigger alerts on unauthorised or watchlisted vehicles.

Number-plate recognition →
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People counting

Track headcount and zone occupancy across shifts, muster points and restricted areas for safety and workforce insight.

People counting system →
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Camera health monitoring across every plant

Guarantee 24/7 uptime in critical zones — fire-risk areas, dispatch bays, perimeters — with instant alerts on any offline or degraded camera, so there are never blind spots when an incident occurs.

Camera health monitoring →
Proof on the floor

Proven in India's leading manufacturing plants

Four named enterprise deployments. Four different problems — safety, theft, quality, dispatch. Four measurable results on existing camera infrastructure.

Nippon Paint

A midnight fire with no personnel on-site melted the local DVR/NVR, wiping out video evidence and making root-cause analysis impossible. Tentovision detected the fire and had the footage secured off-site.

<5 sec
Fire detected — footage recovered despite hardware destruction.
PPE violations flagged in real time · audit & compliance ready.
Read full case study →
MRF Tyres

Insiders were adding extra tyres to outbound trucks, causing inventory mismatches existing CCTV couldn't prove. AI tyre counting tracked 100% of movement with instant alerts.

0 theft
In 30 days — system paid for itself in month one.
100% tyre movement tracked · 15+ real-time alerts.
Read full case study →
Oral-B

Manual inspection couldn't keep up with the line; incorrect batch/MFG/EXP/MRP prints and barcode mismatches slipped through. AI OCR validated every package inline, at full speed.

100%
Automated packaging validation at production speed.
Full barcode compliance · fewer rework & rejects.
Read full case study →
Emerson

Manual dispatch verification at the Chennai PDC had no OCR or barcode validation and zero order-to-box traceability. AI cross-check flags errors before the box closes.

14,000+
Active items traced — errors caught pre-dispatch.
Real-time order cross-check · audit & compliance ready.
Read full case study →

The fire destroyed our local recorders, but Tentovision's centralized system saved all the footage. That was the key to understanding and resolving the issue quickly. We've now fully transitioned to AI-based safety and cloud video management.

— Head of Safety Operations, Nippon Paint India
Deployment

Deploy Tentovision at your plant — cloud, on-premise, or hybrid

Production environments differ in connectivity, network policy and data sensitivity. Tentovision adapts to the plant rather than forcing the plant to adapt.

☁️

Cloud

Microsoft Azure-hosted

Centralized monitoring from head office for multi-plant companies, with footage and analytics secured off-site via the cloud VMS — the model that preserved Nippon Paint's evidence.

Best for: multi-plant groups wanting HQ-level visibility and off-site footage safety.
🖥️

On-Premise

Air-gapped capable

For plants with restricted networks or no internet in production zones, all video and analytics stay entirely within the facility, under your control.

Best for: secure or offline production areas with strict network policy.
🔀

Hybrid

Local + central

Local recording and edge analytics in the production area for speed and resilience, with cloud access at HQ for oversight and secure backup.

Best for: plants needing on-floor performance plus central oversight.
Compliance & safety standards

Manufacturing compliance, documented automatically

Surveillance only helps compliance if it produces evidence. Tentovision turns everyday monitoring into audit-ready records across Indian and international standards.

Standards we help you address

  • Factories Act 1948 (India) — continuous monitoring of hazardous zones plus timestamped incident evidence support statutory safety obligations and inspections.
  • BIS safety standards — Tentovision is hardware-agnostic and works alongside BIS-registered cameras and equipment already on site.
  • DPDP Act 2023 — role-based access, AES-256 encryption and audit logging keep footage of personnel handled responsibly.
  • ISO 45001 & ISO 9001 — PPE and incident logs support occupational-safety audits; OCR/quality records support quality-management evidence.
  • OSHA (international clients) & state pollution-control expectations — exportable reports align with global EHS reporting.

How Tentovision documents it

  • Automated compliance logs capture events with time, zone and camera reference.
  • PPE violation reports by zone and shift, ready for safety reviews.
  • Fire detection audit trails with the underlying footage preserved off-site.
  • Dispatch verification records linking each shipment to its validated contents.
🇮🇳 Data Residency

Tentovision is built in India with Indian data-residency options — your factory footage stays in India.

FAQ

Factory CCTV monitoring questions, answered

Yes. Tentovision's AI fire detection analyses camera feeds to spot flame and smoke visually, often before conventional smoke sensors register a change — at Nippon Paint it detected fire in under 5 seconds. Because footage is mirrored to centralized cloud storage, the critical evidence survives even when on-site recorders are destroyed, as happened during a midnight fire at the Nippon Paint plant.
AI object counting tracks every item — tyres, pallets, boxes — moving in and out of each bay in real time, then flags any mismatch between what was authorised and what actually left. At MRF Tyres, Tentovision counted 100% of tyre movement and helped achieve zero internal theft within 30 days, with the system paying for itself in the first month.
Yes. AI OCR and barcode inspection run inline on production-line cameras, reading batch, MFG, EXP and MRP details and validating barcodes against the expected data at full line speed. At Oral-B, this delivered 100% automated packaging validation with complete barcode compliance — without slowing the line or relying on fatigue-prone manual checks.
Yes. Tentovision connects to your existing factory cameras and NVRs over standard ONVIF/RTSP — any brand, any installation era — and layers PPE detection, fire detection, object counting and OCR/barcode validation on top. There is no need to replace hardware or buy separate point tools for safety and quality; one platform covers both.
Tentovision aggregates every plant into a single centralized dashboard with role-based access, so operations directors see live and on-demand footage and analytics across all sites from one screen. Camera health monitoring confirms coverage at each plant, and at Emerson this approach supported dispatch traceability across more than 14,000 active items.
Yes. Tentovision is built for hazardous manufacturing zones — detecting fire and smoke in seconds, flagging PPE violations and restricted-area entry near machinery or flammable materials, and producing timestamped audit logs. This supports safety obligations under the Factories Act 1948 and ISO 45001, and the centralized cloud copy ensures evidence survives even if local recorders are damaged in an incident.
Trademark notice: Nippon Paint is a trademark of Nippon Paint Holdings Co., Ltd. / Nippon Paint India Pvt. Ltd. MRF and MRF Tyres are trademarks of MRF Limited. Oral-B is a trademark of The Procter & Gamble Company (P&G). Emerson is a trademark of Emerson Electric Co. All four are referenced as deployed Tentovision customers with permission. Factories Act 1948 and DPDP Act 2023 are statutes of the Government of India. BIS is the Bureau of Indian Standards (Ministry of Consumer Affairs). ISO 45001 and ISO 9001 are standards of the International Organization for Standardization. OSHA is administered by the U.S. Department of Labor. Microsoft Azure is a trademark of Microsoft Corporation. ONVIF and other protocol and camera brand names referenced are trademarks of their respective owners. Tentosoft Solutions Private Limited is not affiliated with, endorsed by, or sponsored by any standards body mentioned on this page. All product names, logos, and brands are property of their respective owners and used for descriptive purposes only.
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Protect your plant with AI-powered surveillance

Join Nippon Paint, MRF, Oral-B, and Emerson in turning existing factory cameras into real-time safety, theft-prevention and quality intelligence. Tell us your plant count, camera count, and the priority problem — safety, theft, or quality — and we'll size the right deployment, typically within 1 business day.

⛑️

Safety + quality on one platform

PPE detection, fire detection, AI object counting, OCR/barcode validation, ANPR — one VMS replacing a stack of point tools.

🔥

Detection in seconds

AI fire and smoke detection often beats conventional sensors — <5 sec at Nippon Paint. Footage survives off-site if local recorders are destroyed.

⚖️

Audit-ready compliance

Factories Act 1948, BIS, ISO 45001, ISO 9001, OSHA, DPDP Act 2023 — automated logs with time, zone and camera reference.

🇮🇳

India-based team

All onboarding, deployment, and support handled by our India team — proven across MRF, Nippon Paint, Oral-B, and Emerson plants.

📍 7th Floor, 4/293, RAR Technopolis, OMR, Perungudi, Chennai 600096

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