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Case studies

Work that went into production

Three systems, three hard constraints — approval backlogs, high-speed measurement, and data that could never leave the building.

Urban Planning

AI Civil Plan Approval System

Harnessing AI to interpret complex civil drawings so municipal approvals move in days, not months.

  • Symbol and legend detection
  • Boundary segmentation for plot recognition
  • Automated area calculations and plan validation
70% ↓
Approval time
90% ↑
Accuracy in error detection
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Railway Infrastructure

AI Railway OHE Monitoring System

Real-time overhead equipment measurement during high-speed train movement, accurate to ±10 mm.

  • Pantograph and contact wire detection
  • ±10 mm measurement accuracy at speed
  • GPS-tagged mast-level traceability
60% ↓
Inspection time
±10mm
Measurement accuracy
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Edge AI

Offline Meeting Transcription

On-device transcription and summarisation for meetings that can never leave the building.

  • Fully offline speech-to-text
  • Speaker diarisation and attribution
  • Automatic summaries and action items
100%
On-premise processing
Zero
Audio leaving the network
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