Model and Data Trust Centre
Understand the data, models and AI behind every output.
NeoInvest is designed to distinguish market data, machine-learning estimates, deterministic calculations and language-model explanations.
Data status
Market data carries its source category, currency and timestamp. All market data is currently presented as timestamped on every view; NeoInvest does not describe data as real-time unless a licence and feed support it.
Forecast methodology
Forecasts are machine-learning estimates over a one-day or ten-trading-day horizon, expressed as probability and estimated range rather than a single predicted price.
Model versions
Every forecast carries the model version that produced it, so an output can be traced to a specific methodology.
Forecast expiry
Forecasts carry a generation time and an expiry, after which they should not be relied upon as current.
Data quality
Inbound data is checked for gaps and staleness. Where freshness cannot be confirmed, the product is designed to say so rather than present the value silently.
Scenario methodology
Scenarios are deterministic calculations under user-stated assumptions. They are illustrative and are not forecasts.
AI explanation layer
A language model explains structured outputs. It does not produce financial values, forecasts or scenario results.
UK content versions
Educational tax and wrapper content carries a tax year, rule version, source category and review date.
Known limitations
Forecasts are model-based estimates. Unexpected events, changing conditions and incomplete information may lead to materially different outcomes.
Product boundaries
NeoInvest does not execute trades, hold client assets or provide personalised investment advice.
Feature status
Capabilities are labelled with their real development status. A feature is only described as available once it exists and has been verified.
Incident and correction process
Where an analytical output or piece of content is found to be wrong, it is corrected and the correction recorded against the relevant version.
NeoInvest does not claim FCA authorisation, registration or approval, and does not claim security certification. Any such claim will only appear once verified documentation exists.