KPI COUNTERS – THE SCOREBOARD
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See the data fly
Workflow Spotlight
Production Lane
Step 1 & 2
High-resolution Vision Camera & Vibration IMU
Image & vibration captured at 60 FPS;
edge-compressed via TensorRT.
Previous Step
Commercial Lane
Step 1
RFQ PDF / EDI ingest
Tier‑1 RFQ documents captured via email or portal.
AI Solutions
RFQ Intelligence
Key points
- 78% faster quote cycle.
- +4pp win-rate.
- Compatible with SAP, Oracle, Epicor.
Predictive Maintenance
Key points
- Real-time machine monitoring.
- Prevent unplanned downtime.
- Increases asset lifecycle.
Computer Vision QC
Key points
- Automated defect detection.
- Reduces human inspection errors.
- Faster production QA cycles.
RL Scheduling
Key points
- Optimizes production schedules.
- Uses reinforcement learning.
- Maximizes efficiency & throughput.
Voice Assistant
Key points
- Natural language interaction.
- Hands-free operation.
- Custom commands for factories.
Energy Optimiser
Key points
- Reduce energy consumption.
- AI-driven suggestions.
- Lower operational costs.
Under the hood
Technical Architecture
- NVIDIA Jetson Orin Nano
- RTSP < 15ms
- TLS 1.3
- PyTorch Lightning -> ONNX
- Triton interence
- Auto-ML cost-model for RFQs
- FastAPI RFQ extractor
- LangChain tool-router
- Fine-tuned Llama 3 for spec matching
- PyTorch Lightning -> ONNX
- Triton interence
- Auto-ML cost-model for RFQs
- Kubeflow, Argo CD
- ISO 27001 / SOC 2 vault
- React + D3 dashboards
- Grafana OT metrics
- Hololens AR overlay
Implementation Blueprint
Phase 1: Discover & Data Audit
- Process walk‑through
- Sensor/BOM map
- Sample data extraction
- ROI hypothesis.
Phase 2: Rapid Pilot
- One line + one commercial process instrumented
- Baseline KPIs captured
Phase 3: Shadow validation
- 24 x 7 dual-lane inference in parallel
- Operator feedback loop
Phase 4: Production Launch
- MES & SAP integration live
- Staff training
- Support SLA activated
Phase 5: Continuous Optimisation
- Monthly KPI review
- Model retrain
- Feature backlog burn-down
Estimated Uplift:
+ $280K / Year
Time Saved:
– 60 Days / Year
Estimated Uplift:
+ $280K / Year
Time Saved:
– 60 Days / Year
Estimated Uplift:
+ $280K / Year
Time Saved:
– 60 Days / Year
Estimated Uplift:
+ $280K / Year
Time Saved:
– 60 Days / Year
Estimated Uplift:
+ $280K / Year
Time Saved:
– 60 Days / Year
Trust & Compliance Badges
The Fast Lane
Give us 60minutes. We’ll map a milestone‑based AI path that pays for itself
Why Choose Us
Proven Results,
Trusted by Experts
Our dashboards deliver fast, precise insights from defect heatmaps to production bottleneck overlays designed to give automotive leaders complete clarity across every assembly line.
Backed by top-tier automotive OEMs and Tier-1 suppliers, our AI systems meet global quality, safety, and compliance benchmarks across APQP, PPAP, and IATF standards.
Without AI:
We help you stop the leakage before it becomes a costly recall.
A 60-minute diagnostic session gives you actionable insights into how AI improves cycle times, yield stability, and supply chain reliability.