# Prism Markets — The reproducible investment platform | AIgen Solutions > Prism Markets: reproducible investment intelligence for professional managers. Point-in-time, anti-overfit walk-forward, promotion ledger. Private beta 2026. Lingua: en · Pagina: https://aigensolutions.it/platforms/prism-markets · Versione HTML canonica; questo file è il gemello Markdown per lettori automatici. --- Platform · Reproducible investment intelligence # Prism Markets: the reproducible investment platform_._ Multi-tenant SaaS investment-intelligence platform for professional managers: from signal research to paper trading, with every decision reproducible bit for bit. [Become a design partner →](mailto:info@aigensolutions.it?subject=Design%20partner%20%E2%80%94%20Prism%20Markets) [AlphaPulse](https://aigensolutions.it/platforms/alphapulse) Private beta 2026 01 / Who it’s for ## For those who manage capital and must show how. - 01 ### Family office An investment thesis, documented and repeatable, without depending on a spreadsheet. - 02 ### Boutiques and independent managers Institutional-grade quantitative research, without an in-house quant team. - 03 ### Quant research and advisors Backtests that survive scrutiny, ready for the committee or the client. - 04 ### B2B2C fintech (white-label) Designed for your brand: API and SDK on the roadmap. 02 / Research · Reproduce · Operate ## From data to portfolio, no shortcuts. 1. ### Research Research Studio (Phase 1): visual graph editor for signals, screening and ML with explainability. 2. ### Reproduce Point-in-time by contract, walk-forward backtests, PBO and DSR anti-overfit metrics, statistical-confidence gating with Newey-West t-stat. 3. ### Operate Counter-example log, promotion ledger with Risk Officer veto, controlled promotion to paper trading. 03 / Guarantees ## Five guarantees, written in code. - 01 ### Reproducibility Quintet Five fingerprints for every decision: panel, fundamentals, regime classifier, tenant data, commit. Reconstructable bit for bit. - 02 ### Point-in-time by contract Every datum is read as it was available at that moment: look-ahead bias is impossible, not optional. - 03 ### Statistical-confidence gating A signal passes only if it survives the test. No anecdotal alpha. - 04 ### Anti-overfit walk-forward PBO and DSR metrics on every strategy: a backtest that looks good has to prove it. - 05 ### Promotion ledger with Risk Officer veto No strategy reaches paper trading without a signed record and an exercisable right of veto. These are not add-on features: they are constraints written into the code and the data contracts. 04 / For a regulator ## Built to be shown to a regulator. - 01 ### Multi-LLM BYOK Vertex, OpenAI, Anthropic: the client chooses the model, with its own keys. - 02 ### Audit and lineage On WORM storage: written once, never rewritten. - 03 ### Multi-tenant and GDPR Per-tenant Row-Level Security and DSAR request handling. - 04 ### Policy as code OPA/Rego rules, versioned and verifiable. - 05 ### Google Cloud, Europe Planned primary region: europe-west8 (Milan); DR in europe-west4. - 06 ### REST API and TypeScript SDK On the roadmap. - 07 ### SOC 2 and MiFID II On the roadmap. 05 / Roadmap ## A plan, stated. - ### Today · Foundations v0.1 Data contracts, point-in-time, reproducibility. - ### Phase 1 · SaaS MVP Research Studio, walk-forward backtests, paper trading. - ### Phase 2 · Pro and marketplace Shareable strategies, SDK, white-label. - ### Phase 3 · Institutional MiFID II, SOC 2. Milestones are a plan, not contractual commitments. 06 / Private beta ## Private beta 2026. [Become a design partner →](mailto:info@aigensolutions.it?subject=Design%20partner%20%E2%80%94%20Prism%20Markets) [The method behind the platform →](https://aigensolutions.it/method) [The research behind it →](https://aigensolutions.it/research)