SuperReport: AI-Powered Verified Research Reports

How did BeautifulCode do it?

Challenges Encountered During Implementation

Data Quality & Verification: Ensured retrieved content was trustworthy by building automated citation checks.

Complex Orchestration: Managed multi-step AI pipelines with Celery chains for reliability and observability.

User Experience: Balanced automation with analyst control via interactive “Verify This” chips and diff views.

Solution

Built SuperReport: an AI-native platform leveraging RAG pipelines to generate citation-rich report drafts, enable verification workflows, and accelerate analysts’ turnaround time with high accuracy.

Overview of Delivery Methodology

Step 1 – Discovery: Understood analyst workflows and bottlenecks in research reporting.

Step 2 – Architecture: Designed modular system using LlamaIndex, Celery, and Qdrant.

Step 3 – Implementation: Built ingestion, retrieval, and report generation pipelines with streaming SSE.

Step 4 – UX Design: Delivered interactive editor with verification loops and inline diff review.

Step 5 – Iteration: Piloted with analysts, collected feedback, and refined workflows