MDOTM

A forward looking market view, inferred from regimes in market, fundamental and macroeconomic data, is what everything downstream consumes. Portfolio Studio builds thousands of portfolios from it and StoryFolio writes commentary on it, so removing the models leaves an optimizer with no view to optimize toward.

Investment managers review Sphere's outputs before deciding, and portfolios follow the constraints and house views the professional sets. Rebalancing is looser, described as adjusting portfolios when markets move, with no stated approval step or notice before an adjustment is applied.

The generative layer surfaces the macro, market and fundamental variables behind each view and writes commentary on positioning, so a manager can show an investment committee the reasoning. Backtests, hit rates and model documentation are unpublished.

Logos include J.P. Morgan, UniCredit and Morgan Stanley, testimonials come from Amundi and Sella SGR among others, and the newsroom describes AI supporting UniCredit's investment process. Nothing joins a customer to a measured outcome such as assets influenced or a hit rate for the market views.

Training on user data is ruled out on the homepage and platform pages. Model provenance for the generative StoryFolio layer and separation of client portfolio data between institutions are not described.

Institutional positions, house views and client mandates are the sensitive material, valuable to competitors rather than covered by consumer privacy law. The privacy policy sits on a third party policy service, and no retention schedule or statement on segregating client portfolio data is published.

ISO 27001 certification and encryption in transit and at rest appear on the homepage, and the security policy adds a SOC 2 Type II commitment and an incident management procedure. Certifying body, certificate and audit period are not published.

Appointed representative status gives the firm a register entry: MDOTM Ltd, firm reference 824056, acts under Thornbridge Investment Management LLP, firm reference 713859, which the Financial Conduct Authority authorizes. Its principal carries responsibility for the advisory activity, and the arrangement does not cover the Sphere software.

Unbiased is the word used for the market views, yet regime detection is shaped by which historical regimes the training window contains. No methodology or independent assessment is published to support the claim.

Responsibility for the investment decision stays with the professional by design, and MDOTM publishes no track record for its market views and no position on material underperformance. Pension beneficiaries and policyholders, whose money is allocated partly on machine generated views, never see them described as such.

More than a hundred physicists, data scientists and engineers suggest models built in house, provenance by inference rather than statement. Generative model providers and the market and macroeconomic data vendors behind daily inputs are unnamed, as is any subprocessor.

Adoption is no code and modular, lowering the barrier, with partnerships announced with WealthAi and Momentum Global Investment Management. Yet no portfolio management, order management or custody system is named, and developer documentation is unpublished.

Holdings and mandate data for competing asset managers cross jurisdictions with divergent data rules. Host, region and tenancy separation are left unstated in the security policy and on the homepage.

Market views, Portfolio Studio and StoryFolio work alone or together, so scope is the opening commercial question. Whether modules are licensed separately, priced per user or portfolio, or bundled with the advisory service is unpublished, as are rates and tiers.

Insurers, pension funds and family offices are named alongside banks and asset managers, and the first two allocate under liability constraints that generic portfolio tools handle badly. Reach spans Britain, Europe and the United States from offices in London, Milan and New York.