Medida
AR-powered precision measurements for professional installers, hardened for real-world reliability.
About
Medida had already built an iOS application used by professional window and door installers to perform AR-based measurements in the field. But one part of the experience was breaking down. The app relied on uploading large image data, often in unstable connectivity conditions. Uploads were fragile, easily interrupted, and couldn't survive real usage like locking the device or switching apps.
For professionals on site, that's not just inconvenient. It's a reliability problem that directly affects their workflow.
We partnered with Applift to enhance the reliability and efficiency of our iOS app. Applift worked closely with our team to optimize performance and improve overall user experience.


Behind the scenes
This wasn't just a networking issue.
The team had to work within iOS background execution limits, handle large media files split into chunks, and deal with real conditions: bad connectivity, app interruptions, a live production system used by professionals every day.
At the same time, Applift's developers integrated alongside Medida's internal team, working in parallel without disrupting ongoing development.
Project highlights
Background upload reliability
The upload system was redesigned using Background URL Sessions so transfers survive app closure and network drops.
- Uploads continue even when the app is closed
- Resilience to network interruptions
- Zero loss of measurement data
Upload pipeline refactor
Instead of patching the issue, the entire upload architecture was rethought from scratch.
- Improved chunked upload handling
- Better retry mechanisms
- Clearer state management
AR performance optimization
The ARKit-based measurement flow was refined alongside the networking work.
- Improved rendering performance
- Increased measurement accuracy
- Reduced latency during capture
The outcome
What was once a fragile, interruption-prone upload process is now a system installers don't think about. Capture measurements, upload the data, move to the next job. The file gets there.
Medida didn't have to start over. They got targeted fixes on the parts that mattered most, and their team kept shipping the rest of the product the whole time.
The collaboration with Applift was seamless. Their team communicated proactively and integrated smoothly with our internal team. Their contribution had a significant impact on the quality of our app.

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