How WealthPilot works
Three layers, kept separate on purpose. Verified data with provenance. Deterministic engines that turn your inputs into numbers. An AI layer that explains those numbers and is rejected if it invents its own.
How WealthPilot works, what it uses, and where its limits are.
Three layers, kept separate on purpose. Verified data with provenance. Deterministic engines that turn your inputs into numbers. An AI layer that explains those numbers and is rejected if it invents its own.
Market prices and history from configured market-data providers; digital assets from CoinGecko; ETF facts from issuer documents; Dubai fees from the Dubai Land Department service pages; mortgage limits from the CBUAE Regulations regarding Mortgage Loans (Circular 31/2013, as amended). Each record shows its provider, retrieval time and freshness. Live property transaction feeds activate only once the data licence is documented.
| Provider | Source | Status | Last updated |
|---|---|---|---|
| Twelve Data | Stocks, ETFs, metals | … | — |
| Alpha Vantage | ETF profiles, fundamentals, macro | … | — |
| CoinGecko | Digital assets | … | — |
| Frankfurter (ECB) | Non-pegged currencies | … | — |
| Dubai Land Department (Dubai Pulse) | Registered Dubai transactions (licence pending) | … | — |
Compound growth uses annual effective returns with end-of-month contributions. Mortgages are fully amortising annuities. Fees come from a versioned schedule with sources and verification dates. Yields are itemised from gross to net. Stress tests apply declared shocks to declared sleeves. Every engine has automated tests.
Mortgage rules
CBUAE Circular No. 31/2013 (Regulations regarding Mortgage Loans), as amended by Board Resolution No. 31/2/2020
Verified: 2026-09-23 · official
Fee schedule
19 rules · 8 official
Verified: 2026-09-23
AI writes explanations and answers coach questions. It cannot compute or recall market figures: every number must come from a tool that runs an engine or reads verified data. Outputs are checked for recommendation language and for figures not present in the inputs. Prompts receive numbers and IDs only.
Methodology: WealthPilot ratio screen (AAOIFI-style thresholds)
WealthPilot research; thresholds from AAOIFI Sharia Standard No. 21 as commonly applied by S&P, MSCI and FTSE Shariah indices
Last reviewed: 2026-09-23
This is a research screen, not a fatwa. Screening standards differ; consult a qualified scholar or a certified Islamic fund's Sharia board before relying on any classification.
Ten questions measure willingness (reactions, loss tolerance, return preference, behaviour) and ability (income stability, horizon, liquidity, dependants, reserve). Ability caps willingness. The result selects a framework, not an instrument.
A scenario recomputes the same projection with one changed assumption and shows the base case beside it. Rates are illustrative planning assumptions: 4%, 6%, 8% and 10%. None is a forecast.
Markets do not deliver average returns in average years. Global equities have fallen 30–55% in bear markets; bitcoin has fallen more than 70% three times; Dubai property fell roughly 30% between 2014 and 2020. Projections show what constant assumptions imply, so you can compare choices, not predict outcomes.
Every module shows a timestamp per source. Reference facts carry the date they were checked. Provider health is monitored and shown to the operator.
Supabase Auth with row-level security on every table; secrets only on the server; Stripe hosted checkout with signed webhooks and server-side amount verification; rate limits, daily spend caps, audit logs, a strict content-security policy and no card data on our servers.
WealthPilot is not licensed by the UAE Securities and Commodities Authority, VARA or the Central Bank to provide investment advice, and it does not broker property. Personalised recommendations, trade suggestions and execution are disabled by feature flags until licensed operation or a licensed partner is in place. You remain in control of every decision.
PERSONALIZED_FINANCIAL_ADVICEOFFSCA (or equivalent) financial consultation licence, or a licensed partner agreement, plus suitability and audit-trail controls.
CRYPTO_PERSONAL_ADVICEOFFVARA (Dubai) or SCA virtual-asset advisory licence.
TRADE_RECOMMENDATIONSOFFLicensed advisory status and a documented recommendation methodology.
AUTO_TRADINGOFFPortfolio management licence and broker integration agreements.
BROKER_EXECUTIONOFFBroker partnership with regulatory approval for order routing.
REAL_ESTATE_BROKERAGEOFFRERA brokerage licence (Dubai) or a licensed brokerage partner.
SCA_ADVISORY_MODEOFFSCA licence category for investment advice.
VARA_ADVISORY_MODEOFFVARA advisory licence.