AI for your role

AI for Portfolio Managers

Spend less time gathering data and more time making investment decisions.

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The shift

How AI is changing the Portfolio Manager role

In 2026, AI is changing how Portfolio Managers handle research synthesis, earnings call review, and portfolio reporting. Tools now summarize 10-Ks and transcripts in minutes, screen for thesis-breaking developments across holdings, and draft first-pass client commentary that you edit rather than write from scratch. The judgment on allocation, conviction, and risk still sits with you, but the preparation work shrinks dramatically.

What AI can take off your plate

  • Summarizing earnings transcripts, filings, and broker notes into key points
  • Drafting first versions of client and quarterly commentary
  • Screening holdings for news that may affect a thesis
  • Building comparison tables across companies in a sector
  • Pulling and formatting routine portfolio analytics and attribution data

What stays distinctly human

  • Setting conviction levels and deciding position sizing
  • Judging when a thesis is broken versus temporarily out of favor
  • Balancing risk against client mandates and tolerance
  • Reading management credibility and incentives beyond the numbers
  • Owning the final buy, sell, and hold decisions
Tools

Five AI tools for Portfolio Managers

AlphaSense
Search across earnings transcripts, broker research, and filings, then get summarized answers with citations to the source documents.
Try it →
ChatGPT (with file upload)
Upload a 10-K, fund factsheet, or research PDF and ask targeted questions, summarize sections, or draft commentary for review.
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Bloomberg Terminal (BQuant and AI features)
Run portfolio analytics, build factor models, and query market data with natural language inside the workflow you already use.
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Perplexity
Quickly verify a macro data point, company event, or competitor development with linked sources before acting on it.
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Hebbia
Run structured questions across hundreds of documents at once, useful for due diligence and comparing filings across a sector.
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Prompts

Five prompts to try today

Paste these into Claude or ChatGPT and replace the bracketed parts with your own details.

1. Earnings call summary
Summarize this earnings call transcript for [COMPANY]. List revenue and margin trends, management guidance changes, key analyst questions, and anything that contradicts a bullish thesis. Transcript: [PASTE].
2. Thesis check
My investment thesis for [TICKER] is [THESIS]. Based on this recent news and filing [PASTE], identify which parts of the thesis are confirmed, weakened, or unchanged, and flag any new risks.
3. Portfolio commentary draft
Draft quarterly commentary for a [STRATEGY] portfolio. Top contributors were [LIST], top detractors were [LIST], and positioning changes were [LIST]. Keep it factual, around 300 words, for institutional clients.
4. Sector comparison
Compare [COMPANY A] and [COMPANY B] on valuation, revenue growth, margins, balance sheet strength, and capital allocation. Present as a table and note which looks more attractive and why.
5. Risk scenario
For a portfolio with these top ten holdings and weights [LIST], explain the likely impact if [SCENARIO, e.g. rates rise 100bps]. Identify the most exposed positions and possible hedges.
The playbook

Every AI play for Portfolio Managers

Your full AI playbook for your role — updated every week. Tap any card for a step-by-step walkthrough and examples.

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A day in your inbox

This is the kind of brief a Portfolio Manager gets, every weekday morning.
Monday morning
✦ Personalized for: Portfolio Manager
Your PlaybookFirst drafts
Turn a blank page into a solid first draft

The move that gets you past the hardest part of any task — starting. Works for an email, a plan, a report, a tricky reply. Free, no login.

ChatGPT  FREE  a free AI assistant that drafts, rewrites, and thinks through problems with you

1

Go to chatgpt.com (the free tier is fine) and describe what you need in plain words. Give it the goal, the audience, and any facts it should use:

I need to write [what]. It's for [who], and the goal is [what you want them to do or understand]. Here are the key points: [paste your rough notes]. Draft it in a clear, direct tone. Ask me anything that's missing first.
2

It drafts. Now make it yours — push back in the same chat:

Make it shorter and less formal. Cut anything that sounds generic. Keep the part about [X].

You go from staring at nothing to editing a real draft in two minutes. Editing is always easier than starting.

Your role, all in one place
  
Tools, prompts & tricks
Your full library, one tap away.
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Your playbook
Every entry, building each week.
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How AI is changing your role
Where your work is heading.
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