Visibility gap
Production data lives in spreadsheets, not dashboards.
When managers can't see line performance in real time, decisions are delayed, bottlenecks persist, and shift reports miss the full picture.
We build live operations dashboards, predictive maintenance systems, and Industry 4.0 platforms that connect your shop floor to your management team. Decisions are made on data, not guesswork.

₹2 Cr+
in annual downtime costs eliminated across manufacturing clients using our live monitoring systems.
Production losses rarely come from one source. They compound: manual data entry, equipment blind spots, disconnected systems, and slow reporting all stack up to erode margin.
Visibility gap
When managers can't see line performance in real time, decisions are delayed, bottlenecks persist, and shift reports miss the full picture.
Reactive maintenance
Without early warning signals from machine data, unplanned downtime becomes the norm. Each hour offline costs far more than prevention would have.
Siloed systems
Disconnected systems mean duplicate entry, reconciliation delays, and decisions made on data that's already hours out of date.
Inventory blindness
Without live inventory tracking across the floor, procurement is reactive, production scheduling is fragile, and stockouts surprise the team regularly.
We design the data architecture before writing a line of code, ensuring your OEE dashboard, maintenance alerts, quality logs, and ERP all share the same live source of truth.
What this platform coordinates
Availability, performance, and quality tracked per machine in real time
Sensor based alerts, work order generation, and MTTR analytics
Defect capture, SPC charts, and supplier compliance tracking
SAP, Oracle, and custom ERP connectivity with live data sync
From shop floor IoT to executive reporting, we engineer each module to work independently or as part of a unified manufacturing intelligence platform.
Live availability, performance, and quality KPIs per shift, line, and plant. No manual data entry.
IoT powered anomaly detection, threshold alerts, and automated work order creation before failure occurs.
Inline defect capture, SPC charts, reject analysis, and supplier quality tracking with audit logs.
Live raw material, WIP, and finished goods visibility with automated replenishment triggers.
Bidirectional sync between shop floor systems and your ERP, eliminating duplicate entry and data lag.
Smart scheduling with visual rescheduling, bottleneck flagging, and shift planning tools.
Automated daily and shift reports delivered to managers, replacing spreadsheets with live data.
ISO, GMP, and sector specific compliance tracking with immutable logs and certification readiness.
MQTT and OPC UA sensor data ingested, normalized, and displayed on configurable operator HMI screens.
From assembly lines and process plants to supply chain hubs. Our systems are built for the conditions your team actually works in.

Live line monitoring and automated alerts

IoT connected equipment with predictive intelligence
Each vertical has different compliance requirements, machine types, and reporting needs. We adapt the platform architecture to match.
Automotive parts, industrial machinery, electronics assembly. Track units, cycles, and line OEE.
Chemicals, food & beverage, pharmaceuticals. Batch tracking, recipe management, and compliance logs.
Inbound raw material, internal WIP flow, and outbound dispatch with full chain traceability.
Component traceability, solder process monitoring, and first pass yield tracking across SMT lines.
Real numbers from manufacturing clients. Not projections or industry benchmarks.
40%
Through predictive maintenance alerts and early warning dashboards
2.5×
Automated shift and daily reports replacing 3–4 hours of manual work
98.5%
Inline defect capture and SPC driven process control
45%
Live WIP and raw material tracking replacing periodic manual counts
The manufacturers gaining ground today are the ones who made their operations visible two years ago. The gap widens every quarter.
Straightforward answers to the decisions that matter before you commit to a platform build.
No. Our systems integrate with your existing ERP (SAP, Oracle, Tally, or custom) via APIs or direct database connectors. We add a live intelligence layer on top, not a replacement system.
For legacy machines, we can add retrofit IoT sensor hardware (vibration, current, temperature, cycle count) that feeds data into our platform. For newer CNC and PLC equipment, we connect via OPC UA or MQTT protocols.
For machines with existing digital outputs, we can have live OEE data visible within 2–4 weeks of project start. Full platform deployment including integrations typically runs 8–14 weeks depending on scope.
Yes. Access control is built into every platform we deliver. Operators see their line's live status, supervisors see shift and daily summaries, and executives see plant level KPIs, each with appropriate permissions.
Yes. Our architecture supports multiple plants and sites from day one. Each plant can have its own configuration, reporting, and alerting while sharing a unified executive view across sites.
We provide a 60 day hypercare period after launch for tuning, alert threshold calibration, and user training. Most clients move to a monthly support retainer for ongoing improvements and new feature development.
Let's spend 30 minutes mapping your current operational gaps and come back with a platform architecture and phased roadmap. No sales pitch, just engineering.