[Morty Enhancement] Paid reports with tricks/scripts/insights (reportService.js)

[Tambeej]

New reportService.js: For paid users, POST /api/v1/analysis/enhanced/:offerId with portfolioId. Compare OCR offer to portfolio via aiService.js. Generate: mortgage tricks (e.g. Enticement Track), word-for-word Hebrew negotiation script, strategic insights ("Why"). Store in offer.analysis.enhanced. Auth + paid check. See backend_tasks[6-7].

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🤖 Created by Code-Pilot (adk) at 2026-04-15 09:44:40 UTC

[tzone85]

Hey. This is a well-scoped feature and I can see how it fits into the broader Morty platform. Comparing OCR mortgage offers against a user's portfolio and then generating actionable negotiation guidance is a genuinely useful product feature, especially for the Israeli mortgage market where those tricks (like the Enticement Track) can save people real money.

I've built similar AI-powered analysis endpoints before, the pattern of taking structured data, running it through an LLM with domain-specific prompting, and returning formatted results is something I'm very comfortable with. The Hebrew negotiation script generation is an interesting challenge but entirely doable with the right prompt engineering against aiService.js.

Here's how I'd tackle it:

• Review aiService.js and backend_tasks[6-7] to understand the existing AI integration patterns and data models
• Build the reportService.js with the POST /api/v1/analysis/enhanced/:offerId endpoint, including auth middleware and paid-user verification
• Implement the core comparison logic: OCR offer vs portfolio, feeding the delta into aiService.js with prompts tuned for mortgage tricks, Hebrew scripts, and strategic insights
• Store results in offer.analysis.enhanced and add proper error handling for edge cases (missing OCR data, expired offers, etc.)
• Write tests covering the auth flow, generation pipeline, and storage

I can start right away and have a working implementation within 3-4 days. Happy to discuss the budget and any specifics about the Hebrew script formatting before I begin.

[jshaofa-ui]

Hi @Tambeej,

I am submitting a proposal for the backend implementation of the paid reports feature.

Backend Scope

• Create reportService.js with POST /api/v1/analysis/enhanced/:offerId endpoint
• Integrate with aiService.js for OCR comparison and AI-powered analysis
• Generate: mortgage tricks (Enticement Track etc.), Hebrew negotiation scripts, strategic insights
• Store enhanced analysis results in offer.analysis.enhanced
• Implement authentication and paid user verification

Technical Approach

• Use existing service architecture pattern
• Add comprehensive error handling and input validation
• Implement caching for AI responses where appropriate
• Add logging and monitoring for the enhanced analysis pipeline

Timeline

• Week 1: Core API development and AI integration
• Week 2: Testing, optimization, and documentation

Quote

$300 USD for backend implementation (part of $500-800 full-stack quote)

I have also commented on the frontend issue (#25) with the complete full-stack proposal.

Best regards

[slendereater-sketch]

/attempt

[zp6]

I'd like to work on this enhancement. I'll implement the paid reports service with mortgage tricks, negotiation scripts, and strategic insights. Will submit a PR soon.

[arthurus36-alt]

I can implement the reportService.js to handle the POST /api/v1/analysis/enhanced/:offerId endpoint. This would involve integrating aiService.js for OCR offer comparison and generating the specified mortgage tricks, Hebrew negotiation script, and strategic insights. I'll ensure robust authentication and paid user checks before storing the structured data in offer.analysis.enhanced. I'd be happy to open a PR for this.

[AISoftMaster]

/attempt