The platform for interactive documents

Documents should not just show information. They should explain

Replace PDFs, slides, and spreadsheets with interactive documents.
People do not skim these. They explore them.

Create your first interactive document Explore examples

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Built for reports, models, proposals, research, and AI-generated HTML that deserves a real destination instead of a forgotten attachment.

PDF

Static research PDF

Trade and tariff exposure briefing

Dense briefing with no adaptive reading path

Dense abstract and findings

One locked chart image

No linked evidence trail

Readers have to parse the whole argument at one fixed level.

Charts, evidence, and claims are disconnected from each other.

QK^T / sqrt(dk)

Layered evidence, linked citations, and narrative claims that feel navigable instead of frozen.

Tap to explore

Interactive Research

Attention Is All You Need

Vaswani, Shazeer, Parmar, et al. - NeurIPS 2017

Transformers stopped reading one word at a time. Instead, they look across the whole sentence and decide what matters most before producing the next output.

Key insight

That shift made modern language models dramatically faster and better at long-range meaning.

Attention(Q, K, V) = softmax(QK^T / sqrt(d_k))V

Part of the IterFact Research LibrarySee example

PPTX

Slide 03

Static CMA PDF

123 Hawthorne Lane valuation packet

Comp table frozen on export
Adjustments explained elsewhere
No interactive scenario range

A template-led client deliverable where pricing logic becomes visible instead of buried in attachments.

Tap to explore

Interactive CMA

7842 Coastal Breeze Dr

$645,000High Confidence

Price / SF$227

Beds / Baths4 / 3

Est. Range$619K - $671K

Condition Adj.+0%

Start from a real-estate templateSee example

XLSX

HomeInsertDataModel

F12=SUM(B4:E4)

Q124.1B34%

Q226.3B36%

Q328.9B39%

Q431.4B41%

Segments, geographies, and forward questions all live inside one shareable artifact.

Tap to explore

Earnings Explorer

Apple Inc - Q1 FY26

$124.3B

Revenue

$2.18

EPS

46.2%

Margin

iPhone

$69.1B

Services

$26.3B

Mac

$11.8B

iPad

$8.1B

Wearables

$9.0B

> Click tabs to move through segment and geography views.

Part of the IterFact Earnings LibrarySee example

How it works

A better path than files nobody opens twice

Upload or start from a template

Bring in an existing artifact or start from a structure built for reports, proposals, models, and research.

Make it interactive

Turn static information into something people can inspect, compare, and understand without another call.

Share with a link

Publish a real URL people can open, revisit, and use instead of passing around frozen attachments.

Before vs After

Turn static files into something people can actually use

The examples below mirror the transformation across research, financials, and proposals.

Before

Research paper in PDF form

Important ideas, charts, and citations locked into a document people skim once and close.

After

Interactive research artifact

Switch reading depth, inspect highlighted claims, and follow the evidence without leaving the same page.

Before

Static financial report

Segments, commentary, and numbers spread across tables, screenshots, and appendices.

After

Explorable earnings briefing

Move through segment views, geographies, and live model context inside one clear financial surface.

Before

Slide deck or proposal packet

Terms, milestones, and tradeoffs explained in bullets while the real decision logic stays hidden.

After

Interactive deal surface

Let clients and partners understand options, compare scenarios, and react to the actual moving parts.

Choose your lane

What do you want to make interactive?

Start from the path that already matches how you work.

Turn serious research into something readers actually explore.

Browse research

Papers

Layered reading states, linked citations, and claims readers can inspect.

Data stories

Charts and evidence trails that stay connected to the argument.

Reviews

Comparisons across sources without flattening everything into PDF.

Research is a premium product surface, not an afterthought.

Built for reports, models, proposals, and research.

IterFact is the calm front door to a broader system: premium templates, example libraries, upload and MCP publishing, and artifact delivery on its own secure origin.

Explore Library Research Real Estate Earnings Create your first interactive document