1. Run AI research workflows on assigned companies and refine outputs with targeted queries. 2. Triage results for PM relevance: materiality, key drivers, catalysts, and what changed. 3. Validate and reconcile all numbers to primary sources; normalize units/currency/periods; flag one-offs and restatements. 4. Write PM-ready memos (120-180 words) with clear "what moved/why," two key risks, and source links. 5. Maintain an audit/accuracy log documenting changes, rationale, and final cited source. 6. Build and calibrate sector KPI frameworks (e.g., BFSI, Pharma, Industrials) with the research lead. 7. Do fast Excel sanity checks (segment reconciliations, ratios, trend checks). 8. Cite precisely from filings and disclosures (AR/10-K/8-K, BSE/NSE/SEBI, decks, releases) with page/section references.