mama
Factory-floor intelligence

The AI that watches your factory floor.

Mama reads a walkthrough of your floor and tells you — in plain language — what's working, what's idle, and what's unsafe.

Calculate your downtime cost →
Built for India's 1 April 2026 BIS/STQC camera transition.
mama · today, 2:14 PM
Bay 3 idle 47 min — no output since 1:27 PM.
Forklift lane at Gate 2 blocked by pallets.
Press #4 guard OK · PPE on floor OK.

Cameras

Cameras

What Camera Resolution and Lens a Factory Floor Needs

2MP vs 4MP vs 8MP and 2.8mm vs 6mm lens for an Indian factory floor — pixels-per-metre, why shutter speed and dust beat megapixels, indicative INR prices, and how to stop overspending.

Cameras

CCTV vs AI Cameras on the Factory Floor: What Changes

CCTV records; AI cameras act. An India-first, operator's-eye comparison — which two zones pay first, the honest retrofit limits, and STQC/BIS + DPDP rules for 2026.

Cameras

How Many Cameras Does a Factory Floor Actually Need?

Size factory camera coverage by the questions you need answered — not by square metres. Operations-vs-security counts, the DORI lens trap, India's April 2026 STQC rule, and field notes from a live shop-floor pilot.

Cameras

Night & Low-Light Cameras on a Shop Floor: What Works (2026)

IR vs starlight vs hybrid cameras for factory night shifts in India: the day/night hunting and dust-scatter failures no guide covers, Factories Act lighting duties, lux floors, and INR pricing.

Cameras

PoE Power Budget for Factory Cameras in India: Sizing It Right

Size a PoE budget for factory cameras in India: IEEE watt classes, per-port and total switch caps, plus the DG-changeover, surge and boot-inrush failures that actually kill CCTV during load-shedding.

Cameras

Can You Run AI Analytics on Your Existing CCTV? (Retrofit Guide)

Can AI run on your existing factory CCTV? The real retrofit traps are codec and compute, not RTSP — plus India's April 2026 STQC deadline explained.

Cameras

Textile Factory Cameras: What Tirupur's Lint and Dye Houses Do to Them

Textile factory cameras for Tirupur, Ludhiana & Surat: beat lint-fogged lenses and dye-house corrosion, complement RFID/ERP, record ZLD compliance — placement by zone, honestly.

Cameras

Top CCTV Camera Brands in India for Factories (2026)

The best CCTV brands for Indian factories in 2026, ranked by STQC/BIS certification, factory-fit and service — and why 'certified' doesn't always mean…

Cameras

Turret vs Bullet Cameras for a Factory Floor: Which Goes Where

Turret vs bullet on an Indian factory floor is mostly the wrong question. What decides coverage is angle, focal length and mounting height for what the AI must see — plus lint, heat and the 2026 BIS/STQC list. Zone table, IP66/IK10/IP69K, indicative INR.

Cameras

What Is Factory-Floor Video Analytics? (2026 Guide)

Factory-floor video analytics for Indian plants: the four use-cases, how it differs from CCTV/VMS, 2026 rules (BIS ER, DPDP), real costs and total cost of ownership, and where each use-case fails — with data from a live pilot.

Cameras

Where to Place Cameras on a Shop Floor: Sightlines and Light, Not Wall Coverage

Place factory cameras by the job each one does and the pixels it needs on target — not a camera-per-1,000-sq-ft ratio. High-bay sheds, backlight, PoE/UPS, and notes from a live shop-floor pilot.

Cameras

Wired vs Wireless Cameras on an Indian Factory Floor

Wired PoE vs wireless cameras for an Indian factory: why machinery EMI, metal dust, monsoon and the shift to on-prem compliance favour cabled links — with a comparison table and decision rules.

Safety

Safety

Fire & Emergency Exit Monitoring with Cameras

Cameras won't replace your fire alarm — but AI catches the fire exit that quietly becomes a storage rack, logs the hours it stayed blocked, and hands you the evidence your Fire NOC and insurer will ask for.

Safety

Forklift and Pedestrian Safety with Cameras in Indian Factories

Forklift-mounted vs fixed zone-intrusion cameras vs UWB tags for pedestrian safety in Indian factories — why narrow-aisle racking and contract labour decide the choice, indicative INR costs, and Factories Act / OSH Code 2020 duties.

Safety

Heat Stress on the Factory Floor: Can Cameras Help?

Heat stress monitoring in Indian factories: what an AI camera can flag, what it physically cannot measure, and where it fits in a three-sensor heat plan under the Factories Act.

Safety

Machine Guarding and Danger-Zone Detection with Cameras (India, 2026)

Camera danger-zone detection vs safety light curtains vs certified vision-based ESPE under Factories Act 1948 Sec 21 & 22 and the OSH Code 2020 — what an AI camera can and can't replace, with a comparison table and indicative INR costs.

Safety

Near-Miss Detection: Catching the Accident That Didn't Happen

AI cameras log factory near-misses automatically — no forms, no blame. Turn close calls into a leading indicator that names the fix before anyone gets hurt.

Safety

PPE & Helmet Detection for Indian Factories: How It Works

How camera PPE and helmet detection works on an Indian factory floor — what it catches, what it misses, the BIS mandatory-ISI dates, and what actually pays for it in India.

Efficiency

Efficiency

The Real Cost of Factory Downtime (and How to Measure It)

Measure factory downtime cost in ₹ (and $): lost contribution margin + idle labour + overhead — forked by whether you can catch up. Worked auto-components example, OEE, hidden micro-stops.

Efficiency

Manual vs Automated Production Counting on Indian Shop Floors

Manual vs automated production counting for Indian factories: piece-rate wage disputes, the real cost of people who count, reusing your existing CCTV, and a decision framework.

Efficiency

OEE Explained for Indian Factories (with a Rupee Example)

OEE = Availability × Performance × Quality, worked in INR for one machine — plus why the number you calculate by hand over-reports, and where the hidden losses hide.

Efficiency

Production Line Monitoring with Cameras: Real-Time Output on Your Floor

Production line monitoring cameras count output and flag line stops in real time on manual, no-PLC Indian lines — where the shift-end register only shows a total, hours late.

Efficiency

A Second Brain for the Factory Owner: What Always-On Floor Intelligence Does

Floor intelligence reads every shop-floor camera and sends the owner one plain-language brief — what's running, idle, unsafe or behind. It watches the…

Efficiency

Cutting Theft and Shrinkage in Indian Factories with Cameras

Indian factory theft and shrinkage: shrinkage rates, the Goodyear Ballabgarh collusion case, employee-vs-external breakdown, INR recoverable, guard-cost offset, and why cameras are the control your staff can't switch off.

Compliance

Cost