Turn an AI feature idea into a credible native iOS implementation plan.

I assess: • User journey and product value • On-device versus server-side AI • API, streaming and mobile integration architecture • Privacy, consent and data minimization • Reliability, latency, evaluation and cost controls • Failure states and production-readiness risks

You receive: • Recommended solution architecture • Scope for a Swift/SwiftUI proof of concept • Data and privacy decisions • Evaluation checklist • Risks, dependencies and phased delivery roadmap • 60-minute handover workshop

Best for product teams that need senior technical direction before investing in implementation. Remote, fixed-scope delivery; no employer or third-party confidential material is used.