Deo Nganvuong analyses market data continuously and adjusts its recommendations as your circumstances change, built specifically for UK family financial planning rather than generic templates.
Start OptimizingThe dashboard tracks portfolio exposure, a live risk score, and recommended adjustments in a single view, refreshed as new market data arrives.
Daily rate movements, inflation data, and market commentary exceed what one household can reasonably track and interpret each week.
A fixed allocation reviewed once a year leaves a portfolio exposed to conditions that have already changed by the time of the next check-in.
Standard risk questionnaires sort households into broad brackets, ignoring the specific combination of goals, timeline, and tolerance that applies to each family.
By the time a shift in conditions is noticed manually, the window to act on it without additional cost has often closed.
Deo Nganvuong pulls in market pricing, interest rate movements, and relevant economic indicators on an ongoing basis, rather than at a scheduled review date.
Incoming data is weighed against your specific risk tolerance, time horizon, and existing holdings, which the system refines from your actual decisions rather than a static template.
The platform produces a specific, reasoned recommendation, with the data behind it, so the decision to act or hold remains yours.
Positions that drift outside your stated tolerance are flagged as they move, not months later during a scheduled review.
Recommendations update as conditions change, giving you a current view instead of a snapshot that is already out of date.
Projections account for your risk tolerance over time, so the measure of success includes stability alongside growth.
Deo Nganvuong was developed to apply the same predictive modelling used in institutional risk management to household-scale financial planning. The underlying models process market data continuously and produce recommendations scaled to the size of a personal or family portfolio.
The platform is intended as a decision-support tool for middle-income families and small-scale private investors who want data-led input into their planning, alongside their own judgement and, where appropriate, independent financial advice.
Client data is processed in line with UK GDPR principles, with access restricted to the systems required to generate a recommendation. No financial data is sold or shared with third parties for marketing purposes.
Model outputs are reviewed against defined thresholds before being surfaced as recommendations. Every recommendation is presented with the data inputs that produced it, so the reasoning can be checked.
The platform connects to standard account and market data feeds used by UK financial institutions. Setup does not require manual data entry of existing holdings where a supported feed is available.
Connecting an existing portfolio takes a single setup session. From there, Deo Nganvuong monitors conditions and surfaces recommendations without requiring manual data entry.