The Integrity Layer for Financial
Presentations

The Integrity Layer for Financial
Presentations

A zero-shot tool to identify errors,
inconsistencies, and risk signals across any
financial presentation.

A zero-shot tool to identify errors,
inconsistencies, and risk signals across any
financial presentation.

A zero-shot tool to identify errors,
inconsistencies, and risk signals across any
financial presentation.

#001Mathematical Error
CapEx value mismatch
Total CapEx 2022E: 11 (id 77) vs 14 (id 78).
#002Data Inconsistency
Ambiguous terminology
"MOC" is not defined in the document.
#003Regulatory
Adjusted EBITDA not footnoted
34% margin disclosed without definition.

Surface issues, expose weaknesses
before they matter.

Integrity Review

Story Time

Playground

Integrity Review

Step through identified issues one at a time. Each finding includes context, evidence, citations, and recommended action.

Associate AI integrity review interface showing flagged errors in a financial presentation

Human-like ai chat generative ai feature

Smart system integration

Integrity Review

Step through identified issues one at a time. Each finding includes context, evidence, citations, and recommended action.

Integrity Review

Story Time

Playground

Integrity Review

Step through identified issues one at a time. Each finding includes context, evidence, citations, and recommended action.

Associate AI integrity review interface showing flagged errors in a financial presentation

Integrity Review

Story Time

Playground

Integrity Review

Step through identified issues one at a time. Each finding includes context, evidence, citations, and recommended action.

Associate AI integrity review interface showing flagged errors in a financial presentation

Human-like ai chat generative ai feature

Smart system integration

Integrity Review

Step through identified issues one at a time. Each finding includes context, evidence, citations, and recommended action.

Designed for Immediate Adoption

Minimal learning curve ensures widespread organizational use

Upload Documents

Choose your files and get results in minutes. No configuration, no tuning.

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Upload Documents

Choose your files and get results in minutes. No configuration, no tuning.

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Upload Documents

Choose your files and get results in minutes. No configuration, no tuning.

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Review Smarter

Move through findings, prioritize what matters, dismiss what doesn’t, revisit decisions anytime.

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Review Smarter

Move through findings, prioritize what matters, dismiss what doesn’t, revisit decisions anytime.

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Review Smarter

Move through findings, prioritize what matters, dismiss what doesn’t, revisit decisions anytime.

Team Ready

Share findings instantly and collaborate without exporting or rework.

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Team Ready

Share findings instantly and collaborate without exporting or rework.

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Team Ready

Share findings instantly and collaborate without exporting or rework.

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Focus on Strategy, We'll Take On the Drudgery.

Upload a presentation. Get every error, inconsistency, and risk flagged in minutes.

Page 12 says $42M EBITDA. Page 47 says $38M. Both can't be right — and your CIM shipped with both.
Associate AI reads every page of your presentation and flags figures that contradict each other, calculations that don't add up, and formatting inconsistencies — the errors a careful reviewer would catch, delivered in minutes.
A few of the extensive list of checks we think you'll appreciate
Cross-page figure consistency
Same metric reconciled across every page
Mathematical verification
Totals, percentages, and growth rates recalculated
Outdated reference detection
Flags stale comps, dates, and benchmarks
Formatting & labeling checks
Currency, units, decimal precision

Security, built for sensitive financial workflows

From uploaded decks and CIMs to user access and operational controls, security is built into how Associate AI handles high-trust analytical worknot layered on as an afterthought.

101011100Encrypted document handlingPermissioned workspacesEphemeral processingMonitored infrastructure
SECUREby designDocumentProtectionWorkspaceAccessProcessingControlsEngineeringSecurityMonitoring& ResponseGovernance& Privacy
101011100
Active pillar
Document & Data Protection
AES-256 · TLS 1.3 · Ephemeral processing

Financial materials carry sensitive numbers and high-stakes context. Associate AI handles uploaded documents with layered controls around transmission, storage, and access — so your deal data stays yours.

  • AES-256 at rest; TLS 1.3 in transit
  • Secure handling of decks, CIMs, and files
  • Ephemeral processing — data purged imediately on demand
  • Controlled retention and deletion workflows

The trust layer matters. The real value is what your team can do with better analysis once it's in place.

Full overview

Errors Dont Correct They Cascade.

Stay ahead of consequences. Associate AI spots problems at the source.

Showing only 0 of the many possible consequences. Click Shuffle to see more.

Your questions answered

Associate AI does not train on user data. All uploaded materials are securely ring-fenced and accessible only to the user and any collaborators the user explicitly authorizes.
General AI tools can help you write. Associate AI helps you trust what’s already written by providing evidence-backed findings (where it appears, what it conflicts with, why it matters) so feedback is fast, defensible and built for how finance teams actually review materials.
Associate AI is engineered to detect common classes of presentation risk (e.g., arithmetic integrity, cross-slide consistency, and unit/definition alignment). Findings are presented with supporting context and evidence to enable fast verification and reviewer judgment. The product is a decision-support and verification layer and does not guarantee the absence of errors.
If you can’t find what you’re looking for, feel free to reach out: founders@associateai.com

Bring our highly trained financial Associate into your workflow.

Bring our highly trained financial Associate into your workflow.

Bring our highly trained financial Associate into your workflow.