How to Create Equity Research & Investment Decks with AI (2026 Guide)

Quick Answer (≤60 words): There are two AI paths to an investment deck. (1) If you start from a ticker or portfolio, use a finance-specialist agent like PickSkill — it pulls live data, runs the analysis, and exports a sourced .pptx in ~60 seconds. (2) If you already have a written memo or an Excel model, use a general engine like 2Slides to format it. This guide covers both.

The hard part of an investment deck was never the slides — it was assembling sourced charts, valuation snapshots, and risk callouts without spending a day in Excel and PowerPoint. AI collapses that, but only if the data provenance survives. Below are both workflows, plus the reusable 10-slide structure professional research desks default to.

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Path A — From a ticker or portfolio (finance-specialist)

Use this when the analysis itself hasn't been done yet. A finance agent like PickSkill does the research and the deck in one pass.

Step 1 — Set up the portfolio or pick the name

Add your holdings (US, Hong Kong, or China A-share) or type a single ticker. The agent resolves the symbols and pulls the latest fundamentals and prices.

Step 2 — Ask for the analysis in plain English

"Analyze my portfolio's technical signals and valuation, and flag the biggest risks." The agent runs its eight indicator dimensions — MACD, moving averages, RSI(14), KDJ, Bollinger Bands, ADX/DMI, volume/price, and a capital-flow proxy — plus a valuation snapshot, and shows a 5-day signal trail so you see how each call evolved across the week.

Step 3 — Export to PowerPoint

Click export → PPTX. You get a native .pptx (not a screenshot, not a PDF) with a default 10-slide structure. Every chart is sourced from the latest close. The walkthrough is here: Export a Portfolio Analysis to PowerPoint in 60 Seconds.

Step 4 — Edit titles and present

Open in PowerPoint or Keynote, adjust the slide titles to your house voice, and present. Because it's real OOXML, every element is editable.

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Path B — From a finished memo or Excel model (general engine)

Use this when the numbers are already done — an IC memo in Word, a model in Excel, a research note. 2Slides turns it into a native PowerPoint in ~30 seconds and can run via API inside your own tooling.

• From Excel/CSV: follow Turn Excel Data into Professional Slides with AI.
• From a Word memo: Convert Word Documents to PowerPoint with AI.
• Match a house template: upload a reference slide and 2Slides clones the design language.
• Programmatic / API: generate decks from your own research system — see the API comparison with code examples.
• Narrated video version: turn the deck into a voiced MP4 for async distribution — Automate Financial Report Presentations with AI Voice Narration.

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The reusable 10-slide research-deck structure

This is the default professional research desks use — and what PickSkill generates automatically:

1. Cover — entity / portfolio name, date, analyst
2. Holdings summary — positions, weights, period return
3. Technical signals — indicator buckets per name
4. Valuation snapshot — multiples vs. peers / history 5–8. Per-name indicator detail — one slide per key holding
5. Risk callouts — concentration, drawdown, catalysts
6. Appendix — methodology, data sources, disclaimers

Keep the appendix. A deck that names its data sources is the one that survives scrutiny.

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When NOT to do this with AI (boundary section)

• Filed or fiduciary documents (prospectus, fairness opinion, audited materials) — build by hand with a second reviewer and compliance.
• Unsourceable charts — if you can't trace it to a filing or a market close, don't present it.
• The flagship thesis deck — AI drafts it; the narrative that wins the room is still yours.

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Frequently Asked Questions

Can AI write an equity research deck from just a ticker?

Yes, with a finance-specialist agent. PickSkill takes a ticker or portfolio, pulls live fundamentals and prices, runs valuation and technical analysis, and exports a native .pptx with the charts already sourced — in about 60 seconds. A general presentation tool can't do this because it has no market-data layer; it formats analysis you supply.

Is the AI-generated deck a real, editable PowerPoint?

Yes. Both PickSkill and 2Slides output native .pptx (OOXML), not screenshots or PDFs. Every slide, chart, and table is editable in PowerPoint, Keynote, Google Slides, or LibreOffice.

How do I keep the deck defensible / sourced?

Use a provenance-first tool whose charts are tied to live data (PickSkill), and always keep the appendix slide that lists data sources, indicator parameters, and the as-of date. Never present a chart you can't trace back to a filing or a market close.

Can I generate these decks automatically from my own system?

Yes — for the memo-to-deck path. 2Slides exposes a public REST API and an MCP server, so a research pipeline or AI agent can produce a PPTX as a tool call. See the developer API guide.

What does it cost?

PickSkill has a free tier and paid plans from $15/mo. 2Slides is pay-as-you-go from $5, with Pro at $12.50/mo. Full breakdown: AI presentation pricing comparison.

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Sources and methodology

• Workflow steps verified against PickSkill's published portfolio-to-PowerPoint tutorial and 2Slides' documented generation flows.
• Last reviewed: 2026-06-02 by the 2Slides team.

Related reading: Best AI tools for investment research & equity research decks · Turn Excel data into slides with AI · Best AI presentation tools for consultants · Automate financial report presentations with AI voice