Analysts spend 4–6 hours daily reading equity reports, earnings transcripts, and macro commentary. By the time a synthesis reaches a portfolio manager, market conditions have already moved.
The volume of raw financial data — regulatory filings, sell-side research, Bloomberg feeds, internal trade notes — has grown exponentially while analyst headcount has not. Information arrives fragmented across inboxes, portals, and PDF attachments with no intelligent routing or prioritisation layer to surface what matters most.
My morning used to start at 6am just to catch up on overnight filings. Now Copilot has a briefing ready when I sit down. I'm doing better analysis in less time and I've reclaimed my evenings.
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