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Solutions / AI Segment

AI Segment.

Computer-vision and decision-support systems engineered for the plant floor and the factory yard. We build AI that operates — not AI that demos. Real-time, evidence-backed, auditable.

Why we built an AI practice

Industrial AI, not industrial demos.

Every weighbridge in a sugar yard, every load swing on a milling tandem, every shift handover on a control room desk — produces data that goes unwatched. We started the AI segment to do something with it. Real-time detection, real evidence, real escalation paths into the systems plant teams already use.

Our approach is operator-first: every alert is paired with video evidence, every decision has an audit trail, every model is calibrated on data from the actual plant. We don’t just deploy AI — we’re accountable for what it catches and what it misses.

Built into the AI segment
  • Edge-first inference. Models run on plant-side gateways — no upload latency, no internet dependency for critical decisions.
  • Evidence-backed alerts. Every detection ships with a 60-second video clip — 30 seconds before, 30 after.
  • Integrated into your systems. Weighment software, SCADA, WhatsApp, Android — we wire into what your operators and supervisors already check.
  • Aligned with Govt. AI guidelines. Decision-support, not autonomous decisions. Audit trails for every flagged event.
Featured product

Smart Weighbridge AI.

Computer-vision augmentation for sugar mill weighbridges. Detects malpractice in real time, captures video evidence, integrates with existing weighment software.

Smart Weighbridge AI Initiative

Catches double-gross transactions, vehicle positioning errors, human tampering, foreign material addition, and vehicle-type mismatches — from cameras you already have, integrated with the weighment software you already use.

Sugar mills23+ factoriesEdge inferenceReal-time alertsAudit-ready
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On the roadmap

What we’re working on next.

The AI segment is purpose-built around process-industry problems we’ve seen first-hand. Each future product follows the same template: real plant data, real ROI, real audit trail.

Bagasse Moisture & Quality CV

Vision-based moisture and contamination estimation on bagasse conveyors — before it hits the boiler.

Coming soon

Centrifugal Vibration Forecasting

Predictive maintenance on centrifugal machines using vibration signatures and historic failure data.

In design

Cane Carrier Loading Optimizer

CV-based estimation of cane bulk loading on mill carriers to feed forward into milling tandem speed control.

Concept
Sugar mill federation?

Pilot Smart Weighbridge AI at your factory.

4-week MVP at one or two weighbridges. Bring your existing cameras. We bring the model, the alert pipeline, the evidence storage, and the integration.

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