Statement Analyzer update

Date: 2025-07-17 · Duration: 30.739999771118164 min Organizer: Nader Attendees: Ahmad, Martin, Mike, Nader

Summary

• Statement analyzer workflow is functional but exhibits reliability concerns; five test cases showed accurate statement processing.
• N8N platform revealed limitations such as webhook failures and version control challenges during the testing phase.
• Compliance with output format achieved, matching template requirements successfully.
• New node creation necessary due to ongoing webhook instability; hallucination issues were also noted during tests.
• A production version of the statement analyzer has been established with a strict no-modification policy to enhance stability.
• Migration of the platform is recommended to improve overall reliability; a PDF generation workflow is proposed.
• HTML template approach suggested for simplified and efficient PDF generation in future iterations.
• Sales table enhancement is nearing completion, with updates scheduled for release; dashboard endpoints are required for widget integrations.
• Ahmad assigned to Fire Crawl integration for website scraping and reducing manual data entry through form pre-filling.
• API usage is being monitored for the PDF-to-image converter; consideration for premium subscriptions due to file size limitations discussed.

Action Items

• Ahmadreza Abdoli Research Fire Crawl API capabilities and structured output options - meet with Nader tomorrow to discuss implementation approach (26:25) Create simple N8N workflow with form input for single URL processing using Fire Crawl integration (24:55) Maintain production version of statement analyzer without modifications (14:03)

Martin Elias Costa Push sales table enhancement updates tonight for transaction monthly KPIs (18:57) Create dashboard endpoints providing data structure for various widgets (22:38) Implement merchant table integration with sales data joining (22:13)

Michael Wright Provide PDF template for proposal generation with placeholder fields (16:40) Define savings calculations for post-processing integration (18:25)

Nader Atrchin Discuss endpoint requirements with Alexander for merchant table merging (22:13) Meet with Ahmad tomorrow to review Fire Crawl research and architecture options (26:25) Add production workflow link to relevant tickets including Raymond’s pricing tab ticket (14:03)