Real AI and computer-vision systems we have designed and shipped for businesses across the Benelux — from precast concrete lines and low-emission zones to cold-chain fleets and clinical workflows. No jargon, no vapourware: just systems built to run in production.
Where you see a result tagged Industry benchmark, that figure comes from peer-reviewed studies or sector reporting for the underlying technology — not from our own client deployments. We show it to set realistic expectations for what the approach can achieve. The figures we report for your project always come from a field trial on your own data and operations. Cases tagged Client result or Live deployment are real Crux Digits engagements, with the client name withheld until we have written permission to publish it.
Each card jumps to the full write-up: the problem, how the system works, the honest results framing, and a short FAQ.
Live deployment A live occupational-health platform that speeds up and standardises medical-fitness evaluations — already processing assessments at national scale, with clinicians firmly in control.
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Client result Watch ad positions and adjust bids in real time to hit target placements within a set budget — no manual bid-watching.
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Client result Find at-risk customers and the levers to keep them — so marketing targets the right cohorts instead of spraying spend.
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Client result Draft and clarify discharge summaries fast — cutting turnaround and documentation-error risk while the clinician keeps sign-off.
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Client result Spot the prized two-leaves-and-a-bud growth, catch pests and disease early, and put crews where they matter most — across 3,200 ha.
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Client result Turn demand signals into a production plan, smooth mould-change losses and defend market position — for a €235M footwear manufacturer.
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Client result Learn the signatures of failure and flag them early — so maintenance happens on schedule, not in a crisis.
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Industry benchmark Tell a real temperature excursion apart from normal fluctuation — and alert the team early enough to save the load.
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Industry benchmark Catch cracks, spalling, chipping and voids on precast segments automatically, right on the production line.
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Industry benchmark Read ECGs and scanned reports, extract the clinically relevant features, show the reasoning — and keep the clinician in control.
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Industry benchmark Read plates and check zone eligibility in real time — rain, glare or motion blur — with an audit trail behind every decision.
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Industry benchmark An adaptive, privacy-first questionnaire that helps clinicians focus the right questions and surfaces a structured likelihood summary to support early Parkinson's assessment — decision support, never a diagnosis.
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Industry benchmark Turn ordinary road footage into a live, prioritised map of potholes, cracks and obstacles — so teams fix the right defects first.
Read the case study →Tell us what you are trying to fix. We will scope a focused pilot on your own data and report real numbers — not promises.
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