Dyson Toothbrush AI applies predictive modelling and algorithmic risk assessment to your cash position, helping directors and owners make better-informed decisions about surplus capital, without needing a background in finance or data science.
The challenge
Our approach
Dyson Toothbrush AI connects to your existing financial data and continuously re-evaluates it against current market conditions. Rather than replacing your judgement, it narrows a wide field of options down to a small number of well-reasoned, risk-scored recommendations, presented in plain language.
The result is a shorter distance between "we have surplus cash" and "here is a sensible next step", reviewed as often as your business needs it.
Core capabilities
Forecasts likely liquidity needs over rolling periods, using historical transaction patterns and seasonal trends specific to your business, so decisions about surplus funds account for what you may need later.
Every recommendation is scored against volatility, counterparty exposure and time horizon, giving you a consistent way to compare options rather than relying on instinct alone.
See how different allocations of surplus cash might perform under a range of plausible market conditions, laid out side by side rather than buried in a single static report.
Models are refreshed as new data arrives, so recommendations reflect current conditions rather than a snapshot taken weeks or months earlier.
Outputs are written for business owners and directors, not analysts. Every recommendation includes the reasoning behind it, not just a number.
Set boundaries around how much risk your business is comfortable with, and the models will only surface options that sit within them.
The underlying models are validated against historical market data before deployment and re-checked periodically as conditions change. Predictions are probabilistic and are presented with their confidence range, not as guaranteed outcomes.
We understand that trusting a platform with visibility into your business finances is not a small decision. Dyson Toothbrush AI is built so that the security underneath is thorough, while what you see on screen stays straightforward.
Encryption, access controls and compliance obligations are handled continuously in the background, so you can focus on the recommendations rather than the infrastructure that protects them.
Methodology
We do not consider the process a black box. Each stage below reflects a step you can review, question and adjust, so the final recommendation is something you understand rather than simply accept.
Your business banking and accounting data is linked through encrypted, read-only integrations, typically completed within a few working days.
The platform establishes your current liquidity position, spending patterns and existing cash buffers before any recommendations are generated.
Predictive models generate a set of options, each scored for risk and expected return within the boundaries you have set.
You receive a short list of options in plain language, with the reasoning shown, and the model recalibrates as your data updates.
About the platform
Dyson Toothbrush AI was developed for business owners who want the discipline of institutional-grade analysis, without needing an in-house analytics team. Every model and recommendation is designed to be explainable, so you always understand why a particular option has been suggested.
Learn more about how the platform is built and maintained on our About page.
A demonstration takes around thirty minutes and uses anonymised sample data, so there is no need to connect any accounts beforehand. You will see exactly how recommendations are generated and scored.
No commitment is required to book a demonstration, and there is no obligation to proceed afterwards.