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Educational US stock analysis from public filings and macro data, built to make company research clearer, faster, and easier to compare.

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AI equity research tool

AI-assisted equity research with clear boundaries.

Fintrics uses structured product workflows to make public company research easier to scan, compare, and revisit without replacing source-aware review.

Start freeExplore stocks
Structured company reports
Research-support framing
Methodology and data context
Overall Fintrics Score
Company performance context
Metric score
0-10
Comparable research context
Overall Fintrics Score
8.1
Combined company and sector score view
Score history
+1.4
Movement across report periods
Scores organize research context. They are not action instructions, personal guidance, or investment conclusions.
The research problem

AI research tools can sound more certain than the evidence allows.

AI-assisted workflows are most useful when they organize information, surface context, and keep source limitations visible.

01
Summaries can hide uncertainty.
02
Metrics still need definitions and timing context.
03
Source documents remain important.
How Fintrics helps

Fintrics keeps AI-assisted workflows grounded in structure.

The platform emphasizes reports, categories, methodology, and public data context so research support stays readable and bounded.

Report data
0-10 scores
Score history

Structured output

Company pages use repeatable sections rather than free-form hype.

Data and methodology links

Readers can review how the research framework is organized.

Comparison workflow

Move from one company to peers, sectors, and guides.

Use cases

Use Fintrics where stock research usually slows down.

First-pass company review

Use structured context to orient before deeper source work.

Metric explanation

Connect financial metrics with categories and educational guides.

Research follow-up

Return to reports after filings, earnings, or sector changes.

Team workflow support

Keep company review language more consistent across research notes.

Data and limitations

AI support should not remove verification.

Fintrics frames AI-assisted research as workflow support and education. It does not provide personal guidance, trade instructions, or certainty claims.

AI stock analysis toolData sourcesMethodology
FAQ

Common questions about this research workflow.

What is an AI equity research tool?

It uses AI-assisted workflows to organize public company information, metrics, and research context.

Does AI replace reading filings?

No. AI-assisted context should be verified with company filings and source material.

How does Fintrics use AI framing?

Fintrics focuses on structured reports, educational context, and workflow support.

Does Fintrics make predictions?

No. The product is built for research organization and education, not predictions.

Related pages

Explore more Fintrics research pages

Use these pages to understand the product, data, methodology, and related research workflows.

AI stock analysis tool

Review AI-assisted stock research workflows.

Equity research platform

See the broader equity research workflow.

Homepage

See the main Fintrics product overview.

Methodology

Understand how Fintrics organizes scores and research context.

Data

Review the public filing, company metric, sector, and macro data sources.

How stock scores work

See how metric, category, and overall scores fit together.

How score movement works

Understand what can change a Fintrics score over time.

Stocks

Search the US stock research hub.

Stocks

Compare sector context across listed companies.

Pricing

See the free plan, report unlocks, and paid research capacity.

Create account

Start with the Fintrics workflow.

Reports

Open the report workflow and see how company research is presented.

Getting started

Learn a simple Fintrics research workflow from search to follow-up.