Agentic Document AI: The AI Decks That Look Like Your Firm Built Them
Agentic Document AI
Agentic Document AI
The AI Decks That Look Like Your Firm Built Them
Document AI Meets PowerPoint
Ask any analyst what they spent last night doing, and there's a decent chance the answer is "fixing a deck."
Not the analysis.
The deck.
Nudging text boxes.
Hunting down the right shade of blue.
Rebuilding a chart because someone pasted it as an image.
Reconciling three versions of the same slide from three different teams.
Presentations are where good analysis goes to get reformatted.
Scalata's Document AI changes that by generating PowerPoint decks that are on-brand, on-template, and boardroom-ready from the first render—because the system understands your firm's visual identity as deeply as it understands your data.
It Starts With Your Template, Not Ours
Generic AI deck tools produce generic decks—and in institutional finance, a deck that looks generic reads as unprepared.
Document AI works the other way around: you bring your firm's template, and every deck the platform produces is built inside it.
That means your master layouts are respected slide by slide.
Title slides, section dividers, content layouts, two-column comparisons, closing disclaimers—the agent selects the correct layout from your master for each piece of content, rather than improvising its own.
Placeholders land where your template says they should.
Footers, page numbers, confidentiality legends, and logo placement are inherited automatically.
If your firm maintains different templates for different audiences—an investor template, a client-review template, an internal template—Document AI selects the right one based on the workflow, or you specify it in a single instruction.
Style, Enforced—Not Suggested
Typography.
Your fonts, your hierarchy.
Slide titles, section headers, body copy, chart labels, and footnotes each render at the sizes and weights your brand guidelines define.
No 9-point body text crammed onto one slide and 24-point on the next—the system enforces consistent typographic scale across the entire deck.
Brand Color System Applied Across Every Presentation
Color
The platform works from your defined brand palette—primary, secondary, and accent colors, plus semantic colors for financial content: gains, losses, warnings, and benchmarks.
Charts are colored from the palette in a consistent order, so "our fund" is always the same color on every slide and every deck.
Heatmaps, tables, and callouts draw from the same system.
The result is a deck where color carries meaning instead of noise.
Native PowerPoint Tables and Charts
Detail
This is where generated decks usually fall apart, and where Document AI is strongest.
Tables are real, editable PowerPoint tables—not screenshots—with proper alignment (numbers right-aligned, decimals consistent, negatives formatted to your convention).
Charts are native chart objects with correctly formatted axes, sensible scales, and labeled units.
Spacing and margins follow your grid.
Bullet depth is capped so slides stay readable.
Source notes and as-of dates appear where your compliance team expects them.
Every element is a live object your team can still touch—because a deck you can't edit isn't a deliverable, it's a liability.
Content That Knows What It's Presenting
AI Presentations Generated from Live Financial Data
Because decks are generated from Scalata's knowledge graph and your live data, the content is as reliable as the formatting.
Ask for a quarterly portfolio review, and the agent structures the narrative arc:
- Performance summary
- Attribution
- Positioning
- Outlook
Current figures are pulled with full lineage back to the source.
Ask for a bilingual version and the same deck renders in Japanese with layouts adjusted for text expansion rather than breaking the design.
Like every Document AI output, decks run through your chosen human-in-the-loop mode:
- Fully automated for routine internal updates
- Checkpoint-reviewed for client materials
- Fully approved for investor-facing presentations
From Hours of Formatting to Minutes of Review
Boardroom-Ready PowerPoint Decks Created by Document AI
The math is simple.
If your team produces client decks every week, formatting alone consumes hundreds of hours every year—hours spent by people you hired to think, not to align text boxes.
Document AI gives those hours back.
It also gives your brand something equally valuable: consistency.
Every deck.
Every team.
Every market.
Every presentation looks like it came from the same firm.
Because now it does.
Scalata is the finance-native agentic AI platform for institutional markets.
See Document AI in action at scalata.ai.