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Dubaist · Academy

Read capital-markets and broker metrics

Trading value, client assets, funded accounts, market share and fee income belong to different scopes and regulatory dates.

Define the licensed entity and service perimeter

A capital-markets group can combine brokerage, clearing, custody, margin finance, market making, asset management, research, corporate finance and proprietary investment, but the listed issuer may not hold every licence itself. Start with the listed security, legal parent, regulated subsidiaries, branch network, regulator, licence category, effective date and permitted activity. Map whether each service is executed for clients, as principal, as agent or through another group entity. Separate local-exchange access from international brokerage and distinguish an exchange membership from regulatory permission. A brand, app or client relationship does not move a regulated activity across legal entities. Acquisitions, licence variations and renamed subsidiaries require dated lineage. Dubaist assigns the broker lens from verified identity and source-bound business scope; it does not infer current permission from an old presentation. Missing licence number, entity, status or effective date remains unknown. Build the legal and operating perimeter before comparing accounts, trading activity, client assets, revenue or capital.

Separate exchange turnover, client activity and broker revenue

Market turnover, broker executed value, number of trades, order count, active clients and brokerage commission describe different layers. Exchange-wide value is not the broker's volume, and broker volume is not recognized revenue. State whether activity is buy-side, sell-side or double-counted; include venue, product, geography, currency and period. Registered, opened, funded, active and transacting accounts require separate definitions, treatment of duplicate customers and a measurement window. Market share needs an exact numerator, denominator, venue, product and date; a ranking without methodology is not durable evidence. Commission may be gross or net of rebates, introducing fees and exchange charges. Margin-finance income, custody fees, advisory fees, market-making results and proprietary gains stay separate. Dubaist preserves issuer labels and reconciliations and marks calculations explicitly. It never derives revenue from turnover using an assumed fee rate, or customer growth from app downloads. When denominator, scope or comparative basis is absent, the share or trend conclusion remains blocked.

Keep client assets, custody, financing and company liquidity apart

Assets under custody, assets under management, client cash, collateral, margin receivables and the broker's own investments are not interchangeable. Custody and managed assets may be off balance sheet or subject to fiduciary restrictions; they do not become corporate liquidity. Record the owner, custodian, manager, legal vehicle, valuation basis, currency and date. For margin finance, distinguish approved limits, drawn balances, collateral value, concentration, impairment, interest income and funding source. A larger receivable book is not automatically stronger growth if credit quality, collateral haircuts or funding costs are unknown. Client-money segregation, settlement payables and clearing deposits need their own classification. Proprietary positions require instrument, fair-value level and risk perimeter; market-making inventory is not assumed to be a long-term investment thesis. Dubaist does not net client and corporate balances or infer assets under management from custody totals. Reconciliations and related-party exposures remain source-bound. Missing segregation, concentration, impairment or maturity evidence blocks claims about liquidity, client trust, financing quality or balance-sheet resilience.

Read regulatory capital, risk and earnings quality together

A broker can report accounting equity while a regulator tests eligible capital, liquid capital, risk-weighted exposure or activity-specific requirements under a different perimeter. Capture the exact rule, regulated entity, reporting date, requirement, reported measure, buffer and any restriction; do not transfer a subsidiary ratio to the listed parent. Licence continuity, sanctions, remediation and auditor emphasis are events with effective dates, not timeless labels. Earnings quality depends on the mix of recurring commissions and fees, financing income, volatile market-making or proprietary results, expected-credit-loss movements and one-off transactions. Cash generation must separate client-money movements from corporate operating cash. Cost analysis should distinguish personnel, technology, exchange and clearing charges, financing, incentive compensation and exceptional items. Dubaist does not treat regulatory compliance as a profitability signal or accounting profit as distributable cash. It keeps reported, normalized and calculated measures distinct. Without a current official capital basis, entity match, cash bridge and risk note, conclusions about solvency, operating leverage, dividend capacity or resilience remain unavailable rather than being filled by peer assumptions.

Build a reproducible broker evidence chain

Begin with official exchange identity, regulator or licence register and an eligible issuer document. Preserve the document version, page or table, entity, licence, venue, product, client class, period, currency, unit, consolidation scope, verification date and rights status. Link each material claim to a source and separate reported facts, calculations, editorial explanations, missing fields and conflicts. A restatement keeps both versions; a changed licence keeps its effective timeline. The BHMCAPITAL example is identity-only: Dubaist connects BHM Capital Financial Services PSC to DFM ticker BHMCAPITAL and its public company route. It does not reproduce the private dossier, client count, trading value, market share, custody assets, margin balance, revenue, profit, regulatory capital, price, valuation or investment conclusion. The example demonstrates only how a verified listed identity enters the broker evidence model. Readers can follow DFM and SCA primary-source routes before interpreting a future eligible disclosure. This guide teaches evidence discipline; it does not promote a broker, rank securities, advertise execution services or provide a trading instruction.

Identity-only issuer example

BHM Capital as a listed broker identity

Dubaist identifies BHM Capital Financial Services PSC as DFM ticker BHMCAPITAL. The example connects a verified listed identity to the broker evidence method and publishes no private dossier fact or operating value.

BHM Capital Financial Services PSC · DFM · BHMCAPITAL

Primary sources

Author: Lapshin Vadim

Published: · Updated:

Evidence checklist before reading a value

A metric name is not enough. Use the same six controls before comparing any company value or drawing a conclusion.

  1. DefinitionConfirm the issuer uses the same definition and calculation boundary.
  2. PeriodKeep quarter-only, YTD, FY and TTM periods separate.
  3. ScopeDo not mix consolidated, standalone, segment, fund or property-level data.
  4. Currency and unitRecord the reported currency, scale, percentage basis and denominator.
  5. Document and locatorRetain the official document, page or table, source URL and verification date.
  6. Missing, stale or conflictWithhold comparison when evidence is absent, outdated, restated or unresolved.

Metric definitions by business model

Capital-markets analytical model

Market activity or AUM
Trading value, transactions, listed activity or assets under management on the issuer-defined basis.
Fee revenue mix
Trading, clearing, custody, brokerage, management and advisory fees kept separate from investment returns.
Client asset segregation
Client cash, securities and fiduciary assets kept outside shareholder liquidity and proprietary AUM.
Regulatory capital and liquidity
Capital, liquidity and margin requirements for the exact licensed entity and reporting date.
Operating leverage
Revenue sensitivity to activity and fee schedules relative to fixed technology, people and regulatory costs.
No source — no fact

How one fact earns a place on a company page

This is a record journey, not a company example. No value becomes public merely because it appears in a document.

  1. 1 · Business model

    Select the applicable analytical model and one exact metric definition.

  2. 2 · Reporting period

    Bind the observation to FY, quarter-only, YTD or TTM and its exact period end.

  3. 3 · Document and locator

    Retain the official document, issuer, page or table, source URL and verification date.

  4. 4 · Fact classification

    Preserve reported, normalized or calculated status, currency, unit, scope and every restatement or conflict.

  5. 5 · Human publication gate

    Only a reviewed fact with complete provenance may enter the public company evidence layer.

Apply this evidence lens

Continue from the definition to the exact public sectors and company profiles that use this framework. Directory order is not a ranking or recommendation.

7 public profiles use this evidence lens
Open all matching companies

Related concepts

Assets under custodyFinancial periodTier 1 source