We build Industry 4.0 digital infrastructure for manufacturers — IIoT sensor platforms, AI-powered quality inspection, MES, real-time OEE dashboards, and predictive maintenance systems — delivering measurable gains in throughput, quality, and operational cost for discrete and process manufacturers across India.
🏆 Industry Leaders We Build For
Industry-specific technology solutions engineered for the unique workflows, compliance requirements, and competitive dynamics of Manufacturing & IIoT.
Connect PLCs, CNC machines, and legacy equipment via OPC-UA, Modbus, and MQTT — real-time telemetry to cloud dashboards.
Live Overall Equipment Effectiveness tracking — availability, performance, and quality metrics per machine, line, and shift.
ML models on vibration, temperature, and current signatures predicting failures 14–30 days ahead — planned over emergency.
YOLO v8 computer vision replacing manual QC — 99%+ defect detection at full production speed on PCBs, castings, and textiles.
Custom MES for work order dispatch, production tracking, quality recording, and real-time WIP visibility across all lines.
Production actuals pushing to SAP, Odoo, or custom ERP automatically — no manual data entry between shop floor and planning.
Indian manufacturers adopting IIoT and smart factory technologies are seeing measurable, documented returns across every key operational metric.
Predictive maintenance and OEE improvement deliver documented ₹2.4Cr+ annual savings per production line in tier-1 auto component factories.
IIoT deployments with OEE monitoring and basic predictive alerts achieve full cost recovery within 18 days of go-live on average.
AI computer vision systems outperform human visual inspection — 99.2% detection accuracy vs 85% for experienced manual inspectors.
Vibration and temperature monitoring with ML-based failure prediction reduces unplanned production stops by 60% in the first year.
Machine-level power monitoring identifies idle consumption, inefficient compressors, and peak-demand waste invisible to traditional energy audits.
Real-time production data reduces average root cause analysis time from hours to minutes — faster corrective actions, fewer repeat failures.
Most smart factory investments fail because they chase technology instead of business outcomes. We start with your biggest operational loss — downtime, quality rejects, or energy waste — and deploy targeted IIoT solutions that generate documented ROI within 6 months.
Modbus RTU/TCP, OPC-UA, MQTT, Profinet — we connect your machines regardless of age, brand, or installed communication protocol.
Critical real-time control runs on edge devices locally — cloud provides analytics, remote access, and AI model training.
GST-compliant ERP integration, India-specific compliance modules, and understanding of MSME constraints built into every solution.
Operator dashboards, supervisor alerts, and executive KPI views — the same data presented appropriately for each user role.
A structured engagement model built around your industry's regulatory requirements, integration landscape, and operational realities.
On-site machine audit, protocol inventory, network assessment, and ROI opportunity mapping.
Edge device selection, connectivity plan, cloud platform, and dashboard architecture.
Edge hardware installation, protocol adapters, data pipeline validation, and alert configuration.
OEE dashboards, predictive models trained on captured data, and management reporting.
Production data connected to planning systems with operator and management training.
Deep domain knowledge combined with full-stack technical capability — we build solutions that fit your industry, not generic software forced to fit.
Every project scoped with measurable KPIs — downtime, yield, or energy — and tracked from day one of deployment.
Systems deployed alongside running lines — phased installation with no forced shutdowns or production pauses.
We add intelligence to your current equipment — no forced replacement of functional machinery.
From machine sensor to management dashboard in under 5 seconds — the operational awareness your team deserves.
Common questions from Manufacturing & IIoT businesses before engaging with us.
Share your manufacturing & business challenge — we'll respond with a tailored proposal and free consultation within 24 hours.
Share your vision — we respond within 24 hours with a tailored proposal and free consultation.