Public research desk · Dubai Financial Market
Free tools show the price. We read the filing.
Ashum reads every DFM filing and disclosure — in Arabic and English — and answers with the exact page cited, or refuses. The reports are free. You pay only to ask the corpus your own questions.
What you actually get, next to what’s free.
Price and charts are a commodity — everyone has them, and so do we, for free. The difference starts the moment you want to know what a filing says.
| Capability | yfinance | TradingView | Bloomberg / AlphaSense | Ashum |
|---|---|---|---|---|
| DFM price & charts | ✓ | ✓ | ✓ | ✓ |
| DFM fundamentals (revenue, margins) | empty* | thin* | ✓ | ✓ |
| Reads the actual DFM filings | ✗ | ✗ | ✓ | ✓ |
| Arabic filings + disclosures | ✗ | ✗ | ✓ | ✓ |
| Every figure cites filing + page, or refuses | ✗ | ✗ | ~ | ✓ |
| Published track record | ✗ | ✗ | ✗ | ✓ |
| Built for the public, not $20k / seat | ✓ | ✓ | ✗ | ✓ |
| Price | free / unreliable | freemium | institutional $$$$ | reports free · asks metered |
* yfinance frequently returns empty fundamentals for DFM names; TradingView shows “no market cap, revenue or net income” for some. Reading and citing Arabic filings is otherwise possible only on institutional platforms priced out of public reach.
One desk, seven surfaces.
A full research note per DFM name — verdict, dissent, evidence trail. Free.
FundamentalsExact reported figures, page-cited, across every filing.
DividendsEx-dates, entitlements and payment dates per symbol.
FilingsEvery filing behind the numbers, straight from DFM.
Track recordThe desk's calls scored against what actually happened.
Ask the filingsOne question, one cited answer. Token-metered.
Chat with the deskA running conversation over figures, filings and the council's view.
You’re not paying for the price. You’re paying to interrogate the primary source.
Primary sources, not scraped prices
We ingest the DFM disclosure corpus — tens of thousands of filings — into a queryable layer.
Arabic and English
More than half of disclosures aren't in English. We OCR and read the Arabic scans, so an Arabic-only filing still answers your question.
Cited, or it won't answer
Every figure ties back to filing + page + source URL. Ask something the filings don't support and it says so — and doesn't bill you.
A track record you can check
A backtested reliability curve, every rating's outcome resolved, and a SHA on every claim. We publish whether we were right.
One model argues five cite-gated lenses over the filings.
Filings in
DFM filings, disclosures and the SCA/CMA rulebook — English + Arabic — indexed and grounded.
Five lenses argue
Each lens cites or abstains. Where they disagree, the dissent is shown, not smoothed over.
Verdict + trail
BUY / HOLD / SELL with a SHA-stamped evidence trail. Free to read, in full.
Ask the filings
Your own question, answered from the corpus — cited or refused. This is the metered part.
The verdict is free. The follow-up it can’t hold costs tokens.
Confidence 71%. 2 BUY / 1 HOLD / 2 SELL council. 4-week target AED 3.36 vs spot AED 3.35 (0.3%).
Open the full report →The desk answers from the filing corpus — every figure cited to filing and page, or it refuses and doesn’t bill you. Token-metered — see pricing.
We publish whether we were right. Nobody free does.
Reliability is a backtested proxy over historical DFM sessions — not a live trading record. See the reliability curve →
Reports free forever. Buy tokens only to ask.
Sign in → buy a pack → ask. Accounts open at launch.
1 standard ask = 10 tokens. A refusal is never billed. Payment runs one-off through Ziina and credits an append-only token ledger; a webhook credit or an API retry can never double-charge. Reports never gate.