YOUR PRACTICE & RESEARCH WORKSPACE

Practice with perspective.

Explore opportunities. Understand the evidence.
● Guest pilot
Two separate workspaces: Practice trading uses real security names and user-supplied reference prices. Research rankings, bonds, and MMFs remain fictional demonstrations. No live feed or broker is connected.
Research universe8 securitiesFictional Kenya equity dataset
Your lensBalancedChange your focus for this session
Evidence standardTraceableInspect every score and its inputs

Explore securities

Scores are weighted averages of demonstration factor scores, normalized to 100. All results use the same fictional universe. Liquidity filters apply before ranking.

Bonds & government paper

Compare instruments within their own category. All entries are fictional examples; yields are illustrative annualized figures.

Understand the comparison

Treasury bills show a simple annualized investment yield on a 365-day basis. Bonds show an illustrative yield to maturity (YTM), distinct from the coupon. These are different conventions and are not directly equivalent. YTM assumes contractual payments occur and the instrument is held to maturity; realized returns can differ. Price, accrued interest, fees, taxes, default, currency movements, and reinvestment conditions matter.

No credit ratings or safety rankings are invented. Government debt is not risk-free; corporate bonds require issuer, security, seniority, covenant, and liquidity review. No auction or purchase is available here.

Money market funds

Compare yield definitions, expenses, access to cash, and fund evidence. Fictional KES-denominated examples only.

A yield is not a guarantee

MMFs pool investments in short-term instruments. Their returns vary and capital can be at risk. Displayed yields must state the measurement period, annualization method, and whether fees and tax are included. The demo uses the same fictional 7-day simple annualized net-of-management-fee, pre-tax convention for all funds. It does not represent a forecast or compare directly to bond YTM.

Production diligence will verify manager authorization, trustee and custodian, fund factsheets, underlying holdings, credit quality, liquidity, all expenses, and redemption conditions. MMFs are not bank deposits.

Other vehicles

ETFs, REITs, equity funds, and balanced funds can follow as separate modules with their own measures. They are not yet connected or ranked.

Your watchlist

Keep research candidates close. Saved on this browser.

My portfolio

Record holdings manually. Entries remain in this browser; no broker or cloud sync is connected.

Cost records only. Live valuations, dividends, fees, currency conversion, and return calculations are not yet connected.

Evidence before conviction.

How this prototype ranks

Each fictional security has five factor inputs: dividend quality, growth, value, financial quality, and momentum. A strategy selects a different set of weights. The total is the weighted average; ties are sorted by company name. Change weights under Custom to inspect the effect. These factor inputs are illustrative, not calculated from real financial statements.

What a score means

A relative research score is not a probability of profit or an expected return. The prototype has no validated performance history. Production rankings will require point-in-time data, sector-specific formulas, and testing inclusive of costs and delisted securities.

Source policy

Every production metric should retain its original document or provider, reporting period, retrieval time, currency, and calculation lineage. AI interpretation will be separate from reported facts. Conflicting or missing evidence must be flagged.

Performance evidence

No returns are claimed. Historical tests, forward-tracked models, and actual account results will be reported separately when implemented.

A focused start. An expandable foundation.

MARKETRESEARCHEXECUTIONNEXT GATE
Kenya3 equity names · manual reference-price practice; fictional research rankingsNot connectedValidate licensed feeds and corporate actions
Other sub-Saharan marketsPlannedNot connectedCoverage, rights, and investor eligibility review
Global marketsPlannedNot connectedIdentifiers, reporting standards, FX, and data rights