AI
PPE Detection System for Factories: Check Your CCTV First
Planning a PPE detection system for your factory? See which PPE a normal CCTV camera can check, the pixels and angles needed, and how to test it first.
35 articles
Field notes for factories.
Plain guides on predictive maintenance, industrial IoT, ERP and AI, written by the engineers who build and install the systems.
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Every article, newest first.
AIHow to Add AI to Existing CCTV Cameras: A Readiness Check
Add AI to the CCTV you already have: check each camera's stream and pixel density, choose on-site or cloud, cut false alarms, and follow India's DPDP rules.
AIAI for Maintenance Planning: What Works in a Heavy Plant Today
Which maintenance planning tasks AI does well today, where it only helps the planner, and what still needs a person, with a data checklist for heavy plants.
BusinessTally vs ERP: Signs a Manufacturer Has Outgrown Tally
Tally vs ERP for manufacturers: what TallyPrime does well, seven signs a plant has outgrown it, and what to keep in Tally during a phased move.
BusinessERP Software Cost in India: What a Manufacturer Really Pays
The cost lines in an Indian manufacturing ERP bill: licence, implementation, migration, training, support and hidden costs, with a worked ₹ example.
IoTCondition Monitoring ERP Integration: From Alarm to Closed Work Order
The eight hand-offs between a vibration alert and a costed, closed work order: the data each one needs, who owns it, and a worked ₹ cost record.
IoTCost of Unplanned Downtime Calculation: A Worked ₹ Example
Work out what one unplanned stop costs in rupees, line by line: lost margin, idle crew, restart energy, quality loss, repair and penalties, with a steel case.
IoTPredictive Maintenance in a Cement Plant: Kilns, VRMs and ID Fans
What to monitor on the kiln, vertical roller mill and ID fans, why vibration zone tables miss slow parts, and how to rank machines by kiln hours lost.
IoTChoosing Industrial IoT Sensors: A Buyer's Guide for Plant Teams
Vibration, temperature, current or acoustic? A practical buyer's guide to picking industrial IoT sensors for condition monitoring on plant machines.
BusinessA CFO's Guide to ERP ROI: Where the Payback Actually Comes From
For a finance leader weighing an ERP, the payback comes from admin time, inventory carrying cost and fewer stockouts. Here's how to build the business case.
TechnologyIndustry 4.0 in Indian Steel: What's Actually Deployed vs Marketed
Industry 4.0 gets a lot of slideware in Indian steel. Here's an honest look at what's genuinely running on plant floors today versus what's still a pilot or a pitch.
IoTWeighbridge Integration: Eliminating Manual Entry in Raw-Material Inflow
Typing weighbridge tickets into your ERP by hand is slow, error-prone and a soft spot for theft. Here's how direct weighbridge integration closes the gap.
BusinessGST E-Invoicing for Manufacturers: What Your ERP Must Handle
Who must e-invoice, the 30-day and 24-hour rules, how e-way bills link to the IRN, and an eight-point checklist to test any ERP before you buy.
IoTSCADA vs PLC vs IoT Gateway: What Actually Feeds Your ERP?
PLCs, SCADA and IoT gateways all move plant data, but they do different jobs. Here's what each one is, and which layer actually connects your machines to your ERP.
BusinessBuild vs. Buy: When Custom Software Beats Off-the-Shelf ERP
Off-the-shelf ERP wins more often than vendors admit, and loses in specific, predictable cases. A simple way to decide when to build, when to buy and when to configure.
BusinessERP Migration Checklist for Indian Manufacturers: 12 Things to Settle Before You Sign
Before you commit to an ERP, settle these twelve things (data ownership, GST handling, plant integration, rollout order) so the migration doesn't stall halfway.
IoTRetrofitting IoT Sensors on 20-Year-Old Machines: A Practical Guide
You don't need new machines for predictive maintenance. How to retrofit vibration and temperature sensors onto ageing equipment without disrupting production.
AIWhat an Engineering Assistant LLM Actually Does on the Plant Floor
An engineering assistant LLM answers plant questions from your own manuals, SOPs and maintenance history, with sources. What EVA-1 does and what it doesn't.
IoTISO 10816 Vibration Thresholds Explained for Plant Managers
What the ISO 10816 vibration zones (A, B, C, D) mean, how the limits change with machine size and mounting, and how to turn them into alerts your team can use.
IoTWhy Most Predictive Maintenance Pilots Fail (And How to Scope One That Doesn't)
Most predictive maintenance pilots stall before proving value. The technology works; the pilot was scoped wrong. Here's how to set one up to succeed.
BusinessMulti-Plant ERP: Running Steel, Cement or Mining Operations on One System
Single-plant tools break down the moment you add a second site. Here's what multi-plant manufacturers actually need from an ERP system.
BusinessERP Implementation Checklist: What to Get Right Before You Go Live
The pre-launch checklist that keeps ERP rollouts from turning into six-month headaches: data cleanup, module order and a go-live plan that actually works.
BusinessERP vs. Spreadsheets: When Manufacturers Actually Outgrow Excel
Spreadsheets work fine for a single plant with a handful of people. Here's the specific point most manufacturers cross where an ERP system stops being optional.
IoTVibration Analysis 101: How Sensors Catch Failures Before They Happen
A plain-language guide to how vibration sensors detect bearing wear, misalignment, and imbalance long before a machine actually fails.
IoTHow to Calculate the ROI of Predictive Maintenance
How to work out the payback period of predictive maintenance, with a worked example and a free downtime cost calculator for your own numbers.
IoTPredictive vs. Preventive Maintenance: What's the Real Difference?
Preventive maintenance runs on a calendar. Predictive maintenance runs on the machine's actual condition. Here's how to decide which asset gets which strategy.
BusinessManufacturing ERP Explained: What It Does in a Heavy-Industry Plant
What a manufacturing ERP does in a steel, cement, mining or power plant: the modules, one truckload traced from gate to ledger, and when you need one.
EngineeringFrom Concept to Cloud: Mastery in IoT Engineering
Discover the full lifecycle of product engineering. From PCB design and embedded firmware to cloud integration.
IoTPredictive Maintenance with Industrial IoT: A Plain Guide
What predictive maintenance is, how industrial IoT sensors catch machine faults early, what it costs, and how to start on one critical machine.
AIAI in Finance: Fraud Detection, Risk Management, and More
How AI is used in finance for fraud detection, risk management, personalized banking, algorithmic trading, regulatory compliance and customer support.
TechnologyHow AI is Changing Industries: Real-World Use Cases
Artificial Intelligence (AI) is no longer just a buzzword or a concept from science fiction movies...
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