Sweeft AI Voice-to-JSON is an advanced Proof of Concept (POC) developed for iOS 26 that enables users to interact with business intelligence data using natural language voice commands.
The application captures user speech, converts it into text using Apple's latest Speech Framework APIs, understands business intent through on-device AI processing, and generates structured JSON queries that can be consumed by analytics and reporting systems.
The solution supports multilingual voice interaction (English and French), automatic speech detection, business entity extraction, schema validation, and JSON query generation while ensuring complete on-device processing for privacy and performance.
Key Features:
- Real-time Speech-to-Text Transcription.
- Automatic Voice Activity Detection (VAD).
- English & French Language Support.
- Business Intent Recognition.
- Measure, Dimension & Filter Extraction.
- Structured JSON Query Generation.
- Schema-Based Query Validation.
- Invalid Query Detection.
- Product & Brand Auto-Filtering.
- Context-Aware Query Processing.
- On-Device AI Processing.
- Performance Optimization & Instrument Profiling.
- iPhone & iPad Compatibility.
Business Use Cases
- Business Intelligence Voice Assistant.
- Analytics Query Builder.
- Dashboard Search Assistant.
- Sales Data Exploration.
- Product Performance Analysis.
- Natural Language Data Querying.
Technology Stack
Mobile Development: Swift, SwiftUI, iOS 26.
Apple Speech Framework: SpeechAnalyzer, SpeechTranscriber, SpeechDetector, AssetInventory.
Artificial Intelligence: Foundation Models Framework, SystemLanguageModel, LanguageModelSession, On-Device AI Inference.
Audio Processing: AVFoundation, AVAudioEngine, AVAudioSession, AVAudioConverter.
Architecture: MVVM, Combine, Async/Await, AsyncStream.
Performance & Profiling: Xcode Instruments, CPU Monitoring, Memory Profiling, Energy Impact Analysis, Performance Benchmarking.
Project Highlights
- 100% Native iOS Application.
- Uses Latest iOS 26 APIs.
- No Third-Party AI Services.
- Fully On-Device Processing.
- Privacy-Focused Architecture.
- Multilingual Speech Recognition.
- AI-Powered Business Query Understanding.
- Dynamic JSON Schema Configuration.
Technology
