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Structure for Each Case Study
Client: [Size / Industry / Location — anonymized or named with permission] Challenge: What were they
trying to solve?
Our Approach: What did we deploy and how?
Technology Used: Specific stack elements
Results: Quantified outcomes (OEE %, downtime reduction, cost saved, design cycle time)
Quote: Client testimonial
ISO/IEC 42001
EU AI Act Ready
IEC 62443
IATF 16949
AS9100
Air-Gap Capable
// Our Enterprise Offering
Featured Case Studies
Case Study 1
Textile Mill, Tamil Nadu
- Challenge : High defect rate on ring frame spinning, no visibility into machine conditions
- Solution : IoT sensors on 40 ring frames, edge AI defect detection, mobile dashboard for supervisors.
- Result : 38% reduction in defects, ₹12L annual saving on rework
Case Study 2
Auto Components OEM, Pune (Medium Enterprise)
- Challenge : Manual ECO process taking 6 weeks average in legacy Windchill system
- Solution : AI-powered change impact analysis, automated downstream notification, LLM-based document summarization
- Result : ECO cycle time reduced from 6 weeks to 9 days
Case Study 3
Plastics Manufacturer, Gujarat (Small Enterprise)
- Challenge : Reactive maintenance on 8 injection moulding machines causing ₹20L+/year in downtime
- Solution : Vibration + temperature IoT monitoring, XGBoost predictive maintenance model, WhatsApp alerting
- Result : Unplanned downtime reduced by 52%, maintenance cost reduced by 34%
Case Study 4
Apparel Design House (SME)
- Challenge : Design team spending 3 months per season on initial concept generation
- Solution : GuardianLoop AI Design Studio — trend analysis + pattern generation AI
- Result : Initial concept generation time reduced by 70%; 3 of 5 AI-generated concepts selected for production
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