Deep Financial Research
Done in Minutes Instead of Days
Winus Deep Research gathers, compares, and explains financial information across sources, then produces a reviewable report.
The Problem
Deep financial research breaks down when retrieval, data validation, and writing are done separately.
What Deep Research Does
Winus Deep Research turns fragmented evidence into an audit-ready financial report.
Retrieve comprehensively
Search across news, broker research, filings, and releases—with coverage you can trust.
Validate & standardize data
Normalize definitions, periods, currency, and scope—so comparisons are consistent.
Synthesize into a structured report
Produce investment-grade sections (overview, drivers, risks, catalysts, valuation) in one flow.
Keep an audit trail by default
Every claim is source-linked, and every calculation is reproducible for review and reuse.
What You Can Research
Company performance
growth drivers, margin changes, segment trends
Guidance and outlook
what changed, why it changed, and where it is stated
Competitive comparison
positioning, product claims, pricing and strategy notes
Risk review
recurring disclosures, one-time events, and open questions
Market topics
thematic research with multiple source viewpoints
How It Works
Ask. Align. Blueprint. Generate. Verify & Share.
Ask
One question—plus any constraints (time range, peers, regions).
Align
Winus confirms the scope and the assumptions so you don't redo work later.
Blueprint
See the outline and required tables upfront. Approve with one click.
Generate
Winus runs the research end-to-end: retrieval → validation → analysis → writing.
Verify & Share
Every number and claim is source-linked and reviewable—export and reuse with confidence.
Key Capabilities
Research Plan and Coverage
Breaks down broad questions into answerable sub-questions
Tracks coverage to show what's supported vs. missing
Highlights evidence needed to confirm uncertain claims
Multi-Source Synthesis (with Conflict Detection)
Compares numbers and statements across documents
Flags contradictions and explains likely reasons—period, definitions, restatements
Keeps multiple interpretations when evidence is mixed
Structured Outputs for Real Work
Executive summary for decision makers
Key findings with cited support
Tables for metrics, segments, and timelines
Open questions and follow-ups
Appendix: citations, extracted quotes, calculation notes
Finance-Native Analysis
Time-period alignment (quarter, FY, TTM)
Metric definitions (GAAP vs adjusted)
Unit and currency normalization
Transparent computations for derived metrics
Example Deliverable Outline
- 1
Executive summary (5 bullets)
- 2
Company snapshot (KPIs table)
- 3
Growth drivers (evidence-backed narrative)
- 4
Margins and cost structure (bridge table)
- 5
Guidance changes (timeline + citations)
- 6
Risks and watch items (with source quotes)
- 7
Appendix: evidence library + calculation notes
Why Winus
Built specifically for financial research professionals
Citations by default
Every paragraph is traceable to sources
Reviewable logic
Clear assumptions and math steps
Designed for iteration
Refine questions, rerun sections, expand appendices
Team-ready
Outputs formatted for sharing, review, and sign-off
Use Cases
Buy-side investing
diligence, thesis validation, earnings deep dives
PE/VC & corp dev
market landscape, target screening, IC memos
Banking & sell-side
comps + writeups, pitch sections, initiation notes
CFO/IR & risk
board packs, Q&A prep, audit trail by default