Pune is India's hub for precision engineering, heavy machinery fabrication, and industrial automation. Across the industrial belts of Chakan, Bhosari MIDC, and Talegaon, hundreds of CNC machine shops fabricate high-value components for aerospace, defense, and power sectors. When operating at micron-level tolerances, unexpected spindle wear and scrap production can destroy profitability.
Why Do This: Predictive Maintenance & Scrap Reduction
Waiting for a CNC cutting tool to break during an expensive titanium or nickel alloy machining cycle results in thousands of rupees in wasted material and hours of unscheduled spindle downtime. Traditional maintenance on fixed calendar intervals either changes tools too early (wasting tooling life) or too late.
Deploying SRIT Edge AI Predictive Maintenance & Machine Shop ERP monitors live spindle vibration, motor current, and thermal telemetry to predict tool wear with 98% accuracy—eliminating scrap and boosting machine utilization (OEE) by over 22%.
Why Choose SRIT Creations for Pune Engineering AI
- Edge AI Vision & Sensor Integration: Low-latency inference deployed directly on the shop floor without internet dependence.
- Precision Job Costing: Real-time tracking of machine hour rates, tooling amortization, and operator productivity.
- Air-Gapped CAD/CAM Security: 100% private vector RAG search over technical drawings and machining SOPs.
- On-Site Maharashtra Support: Direct engineering assistance across Pune, Aurangabad, and Mumbai industrial belts.
Maximize Machine Shop OEE with AI in Pune
Schedule a shop floor AI and ERP consultation with our Pune engineering team.
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