Summary
Industry
IT Services
Use Case
AI-Native Mobile Application Rebuild
Platform
Mobile Application (Flutter to React Native)
Technology Stack
React Native, Claude Code
Client
PackSmith
About the client
PackSmith is a Melbourne-based Series A/B logistics technology company that needed its core mobile application rebuilt from Flutter to React Native. PRDs, Figma designs, and UI flows were already finished before the engagement started, so execution speed mattered more than discovery work.
The challenge
Design work was done. What remained was pure execution speed.
The core mobile app needed a full rebuild from Flutter to React Native
Design and requirements work was already done, so speed mattered most
The team needed to onboard fast and work across Australian and US hours
The client specifically wanted genuine AI-native engineering, not just AI-adjacent claims
A six-week go-live left little room for a slow ramp-up
What we did
humaniseAI’s Studio team delivered on its own AI-native operating model.
Embedded a delivery pod of two senior engineers and one engineering manager
Adopted the client’s existing ways of working instead of introducing a new process
Delivered on an AI-native model built around Claude Code and a Plan, Implement, Test workflow
Moved directly from onboarding into implementation with no separate ramp-up phase
Coordinated delivery alignment through the embedded engineering manager
Results
On-Plan Delivery: The six-week go-live scope was delivered within the expected timeline
Scope Grew Fast: Extra features shipped in rapid cycles beyond the original brief
AI-Native, Proven: Established real confidence in the team’s AI-native delivery model
Minimal Friction: Adopting the client’s own practices meant no process disruption
Long-Term Partnership: What started as one project became an ongoing relationship
Takeaway
humaniseAI’s Studio team proved an AI-native delivery model could hit a fixed deadline without disrupting the client’s own engineering practices.