The full DFM market — sliced every way an analyst would ask.
Decision-grade fundamentals across every listed equity, every period, harmonized into one analytical lattice.
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Lets look at example of data dimensionality for one constituent
Emaar Properties
DFM : EMAAR·Real estateCoverage lattice
25 years, 4 statements
2000
2025
- Balance sheet
- 58 line items · annual + quarterly
- P&L
- 42 line items · with segment splits
- Cash flow
- 36 line items · raw + normalised
- Equity statement
- 21 line items · with OCI breakouts
Frameworks applied
Life cycleCompany AnalyticsAccounting Notes & Policies ReviewBenchmarkingScreenerWatchlistAI Agent workflows
Sample parameter — Revenue Trajectory (MAED)
A few of the 80+ normalised parameters
- Revenues
- Valuation Metrics
- Dividend Profile
- Sustainability of business model
- Free Cash Flows
- Balance Sheet Strength
- Different forms of liabilities
- & many more...
Methodology — four layers, audit-ready
Source
Financials, news, and accounting policy notes — captured directly from filings and primary sources.
Standardise
Reformat across years of changing report templates into one comparable schema.
Verify
Multi-layer accuracy checks — internal consistency, peer cross-check, accounting policy review.
Deliver
Same data via API and web portal — refreshed within days of disclosure.
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