AI for Analysts — Data and Research with vMira
Analyze spreadsheets, summarize earnings calls, extract data from filings, pull live web information with citations, and generate 60+ page research reports — in one workspace, not stitched across a dozen specialized tools.
Built for analysts
Analyst workflows are messy: read source documents, extract data, cross-reference live sources, build narrative around the findings, repeat. vMira's combination of document analysis, web search with citations, finance data integration (EDGAR, RSS, Wikipedia), and a dedicated Research mode (STORM + IterResearch hybrid for long reports) maps directly to that workflow.
What you get
Spreadsheet and CSV analysis
Upload data; ask questions in plain English. "What's the trend in revenue?" returns analysis with charts described in text.
Document extraction
Pull structured data from PDFs (filings, reports, earnings transcripts). Returns clean tables you can copy into your own tools.
Live web search with citations
Every research query returns sourced answers — verify by clicking the citation URLs.
Finance subsystem
Built-in EDGAR, RSS, and Wikipedia integration for company and market information. Always includes a no-advice disclaimer.
Research mode (60+ pages)
STORM + IterResearch hybrid generates long-form sourced research reports. Available on Plus and Pro plans.
Multi-source synthesis
Upload 10 source documents and ask vMira to identify common threads, contradictions, or gaps.
Long context
Extended context on Pro for whole-quarter-of-filings-at-once analysis.
Tabular reviews
Apply a column schema to a stack of documents; vMira fills each cell. Good for diligence on many similar documents.
Common workflows
Quick competitor scan
- 1Ask vMira: "Compare the latest 10-K of [Company A] and [Company B] on revenue growth and margins."
- 2vMira pulls the filings (via EDGAR integration), reads them, returns a structured comparison.
- 3Drill into specific line items with follow-up questions.
- 4Export the comparison as a markdown table.
Long-form research report
- 1Open Research mode (Plus or Pro plan).
- 2Describe the topic and scope (industry, time period, key questions).
- 3vMira runs a multi-stage research pipeline — outlines, retrieves sources, drafts sections, cites everything.
- 4Review and edit the resulting 60+ page report with citations.
Diligence on N similar documents
- 1Define the columns you want extracted (e.g., "jurisdiction", "governing law", "termination notice period").
- 2Upload the document stack.
- 3vMira fills the table cell by cell, citing the source clause for each.
- 4Review flagged cells where extraction is uncertain.
Frequently asked questions
Can vMira give financial advice?+
No. The finance subsystem includes a no-advice disclaimer in every payload. vMira provides information and analysis; investment decisions require qualified professional judgment.
How accurate is the data extraction from filings?+
Document extraction is good for clearly structured data (line items in 10-Ks, table data in transcripts). Less reliable for narrative-embedded numbers. Always spot-check extracted figures against the source.
What's Research mode and who needs it?+
Research mode is a STORM + IterResearch hybrid that produces 60+ page sourced reports automatically — useful for industry overviews, due diligence summaries, and topic deep-dives. Available on Plus and Pro plans because it consumes substantially more tokens than chat.
Can I use vMira's API for analyst tooling?+
Yes. The OpenAI-compatible API at api.vmira.ai works for building internal analyst tools, dashboards, or report generators. See the pricing page for current API rates.
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