AI Lab

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Investment Research
AI Lab

Experience how AI transforms investment research workflows. From earnings transcripts to deal memos, see how our AI engine delivers structured, citable, audit-ready outputs in minutes instead of hours.

70%
Faster Research
100%
Citable Output
0%
Hallucination

What Our AI Engine Can Do

FootNote AI reads, cites, and verifies your financial documents across all major AI models. Every insight is traceable directly to its source.

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Earnings Analysis

Upload a quarterly earnings transcript and get structured summaries, beat/miss analysis, key metric extraction, and management commentary highlights.

Equity Research

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Document Intelligence

Feed in CIMs, annual reports, or 10-Ks. Get instant extraction of financial data, risk factors, competitive positioning, and strategic takeaways.

IB • PE • ER

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Model Generation

Transform raw financial data into structured Excel models with revenue builds, margin analysis, DCF frameworks, and comparable company tables.

All Segments

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Smart Citations

Every AI-generated insight comes with page-level citations directly traceable to source documents. No hallucinations. Fully audit-ready.

Compliance

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Report Builder

Generate investment-grade reports, initiation notes, sector overviews, and deal memos from your data inputs with professional formatting.

IB • ER

Real-Time Context

Works as a browser extension on top of ChatGPT, Claude, and Gemini, providing real-time document context as you research.

Universal

How AI Transforms Raw Data Into Insights

Here is how FootNote AI processes a quarterly earnings transcript and delivers structured, citable analysis in seconds.

▶ Input: Earnings Transcript

◀ Output: Structured Analysis

Revenue$2.8B vs. $2.65B est. (+5.7% beat) | +14% YoY [p.3]
MarginAdj. EBITDA 28.3% (+180bps YoY expansion) [p.5]
GuideFY26E Rev $12.0-12.4B vs. Street $11.8B [p.8]
CapEx$1.2B planned — AI infrastructure focus [p.11]
Buyback$500M repurchased in Q4 [p.14]
Signal▲ Bullish — beat on top & bottom line, raised guide

Tailored for Every Research Function

Whether you are on the buy-side or sell-side, our AI engine adapts to your specific workflow requirements.

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Equity Research
Sell-Side

Automate earnings analysis, initiation reports, and sector overviews. Generate structured notes with management commentary extraction and consensus comparison.

Transcript UploadKey MetricsDraft ReportCited Output
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Investment Banking
Sell-Side

Accelerate CIM creation, deal teasers, and process letters. Extract financial data from source documents and generate pitch-ready materials in minutes.

Source DocsData ExtractDraft CIMFinal Deck
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Private Equity
Buy-Side

Streamline deal screening, IC memo preparation, and due diligence. Process CIMs and data rooms to generate structured investment summaries with source citations.

CIM / TeaserScreen & ScoreIC MemoDD Checklist
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Asset Management
Buy-Side

Enhance portfolio monitoring, thesis tracking, and sector analysis. Monitor earnings across coverage universe and flag thesis-changing developments automatically.

Data FeedsAI MonitorAlert & FlagAction Items

Traditional Research vs. AI-Powered Research

See how AI transforms the typical analyst workflow from hours of manual work to minutes of verified, structured output.

Without AI

4-6 hours to process a single earnings transcript
Manual copy-paste between documents and models
Risk of citation errors and unverified data points
Inconsistent formatting across team outputs
Hours spent on CIM summaries and deal screening
Compliance risk from untracked source references

With FootNote AI

Structured earnings summary in under 10 minutes
Automated data extraction directly into models
Page-level citations on every data point, zero hallucination
Standardized, investment-grade report templates
CIM analysis and deal scoring in minutes
Full audit trail with document-level traceability

Ready to See AI in Action?

Whether you are in equity research, investment banking, private equity, or asset management, our AI solutions can transform your research workflow.