Results, not just deliverables
Selected client engagements across AI, data, and infrastructure – with measurable outcomes.
Showing 1–6 of 6 case studies
2D image annotation for an autonomous-driving programme
Pixel-precise 2D bounding boxes, semantic segmentation, and lane labels across 1.8M frames for a Tokyo-based mobility company – Japan-context edge cases handled by a locally-fluent annotation pod.
Pixel-grade segmentation for diagnostic medical AI
Clinician-reviewed lesion segmentation and structure tagging across 220K dermatology and chest-imaging studies – HIPAA-aligned, audit-ready outputs.
Speech transcription and speaker diarisation at call-centre scale
Time-aligned transcripts, speaker labels, and acoustic-event tags for 12,000 hours of contact-centre audio – the training spine of an ASR + analytics stack.
Structured extraction labels for an enterprise contract platform
OCR-grade key-value extraction across 90K commercial contracts – clause typing, party tagging, and renewal flags at 99.2% field-level accuracy.
Turning unused dashboards into a decision engine for 100+ centres
A multi-region education provider turned a mature-but-ignored data environment into an insight engine – weekly "Top 3 Insights" per centre, churn and revenue predictions, and natural-language queries for non-technical managers.
Turning 12,000 SKUs into a sellable commercial-intelligence product
A retailer sitting on 12,000+ SKUs of unused internal data built a competitor-aware forecasting and trend-detection layer – and packaged the resulting dashboard as a standalone revenue stream.
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