TRITVA, Ombrulla's AI visual inspection platform, checks every part at line speed. PETRAN, its asset and operations intelligence platform, keeps machines running, workers safe, and decisions moving. Together they help discrete and process manufacturers improve quality, reduce downtime, and protect their people.
Unplanned downtime can cost manufacturers around $100,000 per hour. Most failures develop through measurable signals that IoT condition monitoring can detect before breakdown.
Manual inspection at production speed is inconsistent. AI visual inspection checks every unit continuously, catching defects before they become scrap, warranty claims, or recalls.
Workers face moving machinery, confined spaces, hazardous chemicals, and heavy loads. Static controls cannot respond quickly when conditions change on the factory floor.
Energy is a major operating cost and emissions reporting is now a compliance requirement. AI energy management helps cut waste while generating audit-ready data.
Modern factories generate data from sensors, MES, ERP, and quality systems at the same time. Agentic AI helps close the gap between detection and corrective action.
IBM Industry 4.0 data
IBM AI for Manufacturing
2025 manufacturing survey
McKinsey / Tech-Stack 2025
Detect defects at sub-millimetre precision at full production speed. TRITVA's AI vision systems catch the 60-70% of micro-defects that manual inspection misses, preventing warranty claims and recalls before they ship.
Prevent failures before they happen. PETRAN's IoT sensors and AI models predict equipment breakdown days or weeks in advance, reducing downtime by up to 50% and maintenance costs by 25-40%.
Protect your workforce with real-time positioning and dynamic geofencing. PETRAN's RTLS system detects hazardous zone entry, triggers instant alerts, and can halt machinery before contact occurs.
Autonomous decision-making from production data. PETRAN's agentic AI reads quality, equipment, safety, and production data simultaneously and executes pre-approved responses in seconds-turning signals into action without human delay.
Reduces rework, scrap, and warranty claims.
Speeds up inspections without slowing production lines.
Minimizes waste and reduces quality-related expenses.
A smart factory uses Ombrulla's AI to detect microscopic cracks in machine-tooled parts. The defects are flagged before packaging, and a digital twin simulates stress performance to confirm risks. By preventing defective batches from shipping, the manufacturer avoids a costly recall and protects brand reputation.
Ensures smoother production cycles with fewer stoppages.
Protects expensive CNCs, presses, and robotics from premature failure.
Reduces unplanned repairs and unnecessary maintenance.
A tire manufacturing plant deploys Ombrulla's PETRAN condition-monitoring pods on automated presses. The system detects abnormal heat signatures on one press roller, predicting an impending failure. Maintenance is scheduled during the night shift changeover, preventing a full-day stoppage and saving over $250K in downtime costs.
Typically cuts energy costs by 10–15% (around 12% on average) through waste detection and efficiency optimization.
Generates audit-ready evidence for ISO 50001, CSRD, and investor ESG frameworks.
Demonstrates sustainability commitment to customers, investors, and regulators.
A smart factory deploys PETRAN energy sub-metering on its compressed air, steam, and electrical systems. Within weeks, AI detects that compressed air leaks account for 28% of compressor energy consumption. AI pinpoints exact leak locations using acoustic analysis. The facility repairs the leaks and implements a monitoring protocol that maintains leak detection. Result: 15% monthly energy cost reduction and documented Scope 1 emissions reduction for CSRD reporting.
Prevents accidents and reduces worker compensation claims.
Ensures audit-ready safety logs for OSHA and ISO standards.
Employees trust employers who prioritize safety.
On a factory floor, Ombrulla's wearables detect a worker entering a restricted high-voltage testing zone. The system sends an alert to the worker and simultaneously halts the testing process until clearance is confirmed. The incident is logged automatically, ensuring both safety and compliance.
Shortens reaction time to production or safety issues.
AI minimizes mistakes that result from human oversight.
Boosts efficiency, quality, and safety simultaneously.
In an electronics manufacturing plant, Ombrulla's Agentic AI notices rising defect rates in a batch of circuit boards. It recommends slowing the assembly line by 8%, dispatching a maintenance crew to recalibrate soldering robots, and running a defect impact simulation. With one approval, the AI executes the plan protecting output quality while maintaining productivity.
| Challenge | Ombrulla Solution | Evidence / Benchmark | Standards Supported |
|---|---|---|---|
| Unplanned Downtime ($100K/hr) | PETRAN Predictive Maintenance: vibration/temperature/current condition monitoring, AI failure prediction, automated CMMS work orders, edge AI local alarming | IBM: downtime reduction up to 50% · Maintenance cost reduction 25-40% | ISO 55000 |
| Quality Defects & Traceability (5-30% revenue, recall risk) | TRITVA AI Visual Inspection + PETRAN Digital Twin: 100% inline inspection at production speed, sub-mm defect detection, per-part inspection record with process conditions at time of production, and digital twin root cause integration | IBM IBV: defect detection improvement up to 50% · 8D / CAPA evidence | ISO 9001 · IATF 16949 traceability · Customer-specific requirements |
| Worker Safety (OSHA / ISO 45001) | PETRAN RTLS: UWB 10-30cm accuracy, dynamic geofencing, man-down/SOS, gas and environmental monitoring, machine halt via OPC-UA integration | Immutable audit trail of zone, man-down, and SOS events | ISO 45001 · OSHA · RIDDOR |
| Energy & Sustainability (12% avg saving) | PETRAN Operational Sustainability: energy sub-metering, AI leak detection, ISO 50001 measurement and verification, Scope 1/2 GHG accounting for CSRD/ESRS E1 | 12% average energy saving (manufacturing survey) · IBM Envizi integration | ISO 50001 · CSRD ESRS E1 |
| Decision Speed (data fragmentation) | PETRAN Agentic AI: reads quality + asset + safety + energy + production data; executes pre-approved workflow actions in seconds | Every recommendation, approval, and action logged with evidence | IATF 16949 problem resolution · ISO 9001 CAPA · OSHA incident reporting |
| Comparison | Why PETRAN/TRITVA Wins |
|---|---|
| AI Visual Inspection vs Manual Inspection | Manual inspection varies by fatigue, lighting, and product complexity. TRITVA inspects every part at production speed with consistent sensitivity and automated quality records. |
| Predictive vs Reactive Maintenance | Reactive maintenance is expensive and calendar maintenance often services the wrong assets. PETRAN prioritises assets that are actually developing faults, reducing emergency repairs and unnecessary work. |
| RTLS Safety vs Physical Barriers | Physical barriers address fixed hazards. PETRAN RTLS responds to dynamic conditions such as zone breaches, worker-machine proximity, man-down events, and environmental exposure. |
| Unified Platform vs Siloed Point Solutions | Point solutions keep quality, maintenance, safety, and sustainability data separate. PETRAN unifies these signals so teams can correlate root causes across systems. |
| Agentic AI vs Manual Escalation | Manual escalation can take minutes or hours. PETRAN Agentic AI executes approved responses in seconds, including work orders, schedule changes, and team notifications. |
Map the production lines, equipment, and worker groups with the highest ROI potential. Establish baselines for defect rate, downtime, safety risk, and energy intensity.
Pilot TRITVA on the highest-priority inspection station, PETRAN predictive maintenance on critical assets, and RTLS safety in high-risk zones. Validate alerts, tune thresholds, and train teams.
Connect PETRAN to CMMS, MES, ERP, EHS, and historian systems. Inspection records, safety events, and work order updates move through existing workflows.
Scale to additional lines and sites using pilot templates, RBAC, versioned model updates, and scheduled compliance reporting.
Review inspection accuracy, false calls, anomaly precision, safety records, and energy evidence. Expand PETRAN capabilities as data maturity improves.
One line, one asset class, one safety zone. No plant-wide rollout and no rip-and-replace: PETRAN and TRITVA connect to your existing sensors, PLCs, and maintenance systems, and you decide whether to scale once the pilot proves its value.
