Case Studies
Work in detail.
How we have turned AI initiatives into products people rely on.
Applied AI · Research & Intelligence Sentio
From AI Research Noise to Decision-Ready Intelligence
How Mildly AI turned a stalled AI research initiative into Sentio: a self-service technology intelligence product that distils a median of ~2,800 candidate sources into ~10 curated sections per edition, in about 20 minutes end to end.
- ~2,800 → ~10
- 5.3 → 9.7/10
- 149
- Zero edits
Product strategy · AI workflow architecture · Evaluation design · Full-stack delivery
Read the case study Computer Vision · Real-Time Analytics · AI Product Engineering StreetSense
StreetSense: Turning Traffic Cameras into Actionable Intelligence
From idea to integrated traffic-monitoring system in three weeks.
- ~3 weeks
- End-to-end
- No new hardware
Computer vision · AI integration · Real-time systems · Python · Full-stack engineering · Product design
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