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AtlasLM: AI-Powered Financial Research Platform
Praveen (Pepperistic)
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Posted Dec 29, 2025
AtlasLM is an AI-driven research platform that simplifies the analysis of company filings by transforming complex regulatory documents into contextual insights.
AtlasLM, AI-Powered Research on Company Filings (Powered by Tijori Finance)
AtlasLM is an AI-driven research experience designed to simplify how professionals interact with company filings. Built on top of Tijori’s structured financial data, the product transforms dense regulatory documents into clear, contextual insights that are easy to explore and act on.
Main Screens
The Challenge :
Company filings are information-heavy, fragmented, and time-consuming to analyze. Analysts and investors often spend hours navigating PDFs, cross-referencing metrics, and extracting insights manually slowing down decision-making.
The Approach :
We designed AtlasLM with a strong focus on clarity, trust, and cognitive efficiency. Early wireframes explored how users track performance pillars, ask contextual questions, and move seamlessly between raw filings and AI-generated insights. The UX prioritizes progressive disclosure, structured summaries, and source-backed responses to maintain confidence in AI outputs.
Design & UX System :
The interface uses a calm, data-first visual language with modular layouts, clear typographic hierarchy, and subtle interaction cues. AI-powered nudges, copy-select actions, and deep-dive prompts were intentionally designed to feel assistive rather than disruptive.
Outcome :
AtlasLM turns complex filings into an accessible intelligence layer helping users research faster, understand deeper, and make decisions with greater confidence.
Mockups
Wireframe
Wireframe
Logo
Impacts we Made
1,00,000+ Realtime Users using this platform
The parent Company Tijori was backed by Zerodha( No:1 Stock Broker in India)
We are part of their $5 Million Dollar Funding they got from Zerodha
THANK YOU!