Real Factories. Verified Operational Outcomes.
Discover how leading FMCG, automotive, and precision manufacturing enterprises eliminate machine downtime, digitize maintenance routines, and accelerate line OEE with Df-OS.

Digital Transformation of Breakdown Management & Preventive Maintenance at Badshah Masala
How Badshah Masala eliminated manual paper registers, phone calls, and Excel sheets by deploying Df-OS to orchestrate machine breakdown alerts and preventive maintenance across their spice processing plant.

Real-time OEE, Production & Parameter Monitoring for Injection Moulding at Plant Scale
How Radiant Innovation connected 17 high-speed injection moulding machines to a live Df-OS digital twin layer to capture cycle time, injection time, and machine status for automated shift-wise OEE intelligence.
How Df-OS Benchmarks Operational Performance
Hard Machine Telemetry
All metrics are harvested directly from live PLCs, digital edge gateways, and shift execution logs — delivering sub-second accuracy across high-speed lines.
Audited Financial Value
Documented savings are cross-verified with plant financial controllers, calculating exact hours recovered from downtime and spare inventory optimization.
Repeatable Plant Blueprints
A standardized 4-phase transformation playbook configured specifically for brownfield manufacturing lines, achieving full go-live in under 14 days.
Ready to replicate these operational benchmarks in your plant?
Schedule a 1-on-1 architecture discovery session with our manufacturing engineers to identify high-ROI digitization opportunities across your brownfield lines.