Roadmap

-> making the SATIF production-ready

• Async API
  • remove any blocking I/O
    • use aiosqlite ?
    • use aiofiles ?
  • propose Async API for all components
• Adapters: SDIF Schema Adapter
• CodeExecutor: E2B Sandbox Executor
• XLSXRepresenter: Use Libreoffice instead of aspose-cells

-> improving the SATIF reliability & success rate

• Improve the XLSX-to-SDIF standardizer
  • Implement guardrails (ensure not altered data + ensure data rows are complete)
  • Prompting techniques and tools
• Implement AI Comparator
• Implement Better Representer
• R&D on the Transformation Builder