Through the numbers
define the value
Where the world decodes financial truth.
Get Started Get StartedEzer is an audit-grade financial-report analysis system
Ezer is built for financial-report research and risk discovery. It connects data normalization, professional metric decomposition, industry context, external data, and audit-style review into one workflow. It does not rewrite filings into summaries; it turns them into traceable, reviewable, and further-investigable analysis.
Start Analysis Start AnalysisEFFECTIVE INPUT DENSITY
Same as AI, different input density
When users upload a PDF directly to a web AI chat, much of the context is spent on tables, headers, footers, duplicated text, layout noise, and parsing errors. Even when the web interface advertises a 30k-60k token context window, the equivalent high-density structured financial input can be closer to 8k-10k tokens.
Ezer first parses, cleans, normalizes, and compresses the filing, then sends an average of about 80k tokens of high-density structured data into the model chain. A more professional orchestration flow, deeper audit aligned with real investment blind spots, and far more effective input are why users choose Ezer.
~8k-10k tokens of structured effective input
More effective information for judgment, counter-checking, and review
Note: This compares effective structured input at similar information density, not the raw context window advertised by model interfaces.
Advantages
White-box analysis
Untraceable reasoning is a major risk in financial analysis. Ezer prevents hallucinations by anchoring every judgment to verified metrics, definitions, sources, and rationale.
Best models across the full chain
Analysis demands quality over cost. Ezer avoids cheap summary chains, using premier models for all critical steps to ensure the high judgment quality our users expect.
Proprietary orchestration + small models + professional databases
Our orchestration manages tasks and review; specialized small models and professional databases supply the data needed for comprehensive audit coverage.
Premium models + proprietary components, not an api wrapper
Ezer uses proprietary financial normalization components and a Hugging Face-published component model for specialized tasks inside the pipeline. Complex financial reasoning and audit review are handled by high-value foundation models. The smaller model proves Ezer has its own task-specific engineering.
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Plans & Pricing
Start with a limited free experience. Upgrade when you need higher quota and fuller outputs.
Free
$0 /month
- 3 Financial Analyses Daily
- Basic audit-chain experience
- Core conclusions and evidence notes
- Community Support
- Export Professional PDF Reports
Premium
$4.99 $7.99 /month
- Higher report-analysis quota
- High-value model chain
- Audit-style review and evidence links
- Analysis history
- Export Professional PDF Reports
Frequently Asked Questions FAQs
Understand how Ezer is redefining the financial research workflow.
