Randamira AI portfolio analysis dashboard concept for busy investors

AI portfolio analysis for parents with no spare hours for markets

Randamira applies stochastic modeling and continuous risk monitoring to your existing investments, then surfaces clear recommendations — reviewed on your schedule, not the market's.

AES-256 encryption UK data protection aligned Read-only account access
The problem

Manual portfolio review was never designed around a family calendar

  • Evening hours spent cross-referencing statements from several providers
  • Market moves noticed days after they mattered
  • Rebalancing decisions postponed until the next quiet weekend
  • Risk exposure that grows unnoticed between occasional reviews
The approach

Continuous analysis, decisions kept in your hands

Randamira's models run continuously in the background, independent of when you have time to look. Each analysis cycle compares your current allocation against defined risk parameters and flags only what requires a decision — not everything that moved.

In practice: instead of a stack of broker statements, you see one summary — current allocation, flagged risk, and a short list of suggested actions, updated as conditions change.
Core technology

Three principles behind the analysis

Statistically grounded forecasting, continuous risk oversight, and data security that meets institutional expectations — explained without the jargon left unexplained.

01 — Predictive Analytics

Scenario-based forecasting

Randamira uses stochastic modeling — a method that tests thousands of plausible market scenarios rather than relying on a single forecast — to estimate how your portfolio might behave under different conditions. You see a range of likely outcomes, not a promise of certainty.

02 — Risk Mitigation

Continuous exposure checks

The platform compares your holdings against your stated risk tolerance and flags concentration, correlation, or volatility shifts as they emerge. Each flag comes with a plain-language note before any technical detail.

03 — Encryption Standards

AES-256 data protection

All account data is protected with AES-256 encryption, the same standard used by major financial institutions to secure transaction data. Your information remains unreadable without the specific decryption key, in storage and in transit.

Randamira analyst reviewing portfolio data and risk models
Behind the models

Built for oversight, not blind automation

Every recommendation generated by Randamira is traceable back to the data and assumptions that produced it. The platform is designed so a portfolio holder — or their adviser — can see why a suggestion was made, not just what it is.

This matters most for investors who want institutional-grade analysis without institutional-level time commitment: the reasoning stays visible, even as the monitoring runs continuously.

How it works

A three-step workflow, visible at every stage

Each step is observable — you can see what data is being used, what has been analysed, and what is being recommended.

01

Integration

Connect your investment accounts through read-only access. Randamira never holds trading authority or the ability to move funds; it only observes reported holdings.

02

Analysis

Our models run scenario analysis against your portfolio at regular intervals, comparing allocation, volatility, and correlation data to your defined objectives.

03

Optimisation

You receive a short, prioritised set of recommendations. Any action remains yours to approve — the platform surfaces options, it does not execute trades automatically.

Workflow in practice: integration establishes the data feed, analysis runs continuously in the background, and optimisation surfaces only the decisions that need your attention — typically a handful per month rather than a daily stream.
Compliance & security

Data handling built to institutional expectations

Data handling at Randamira is built around UK data protection requirements and the operational expectations of regulated financial services, from encryption standards to access logging.

Randamira is designed to operate within the data protection and financial promotion frameworks applicable in the UK. Where models suggest a course of action, this is presented as analysis to support your own decision-making, not as regulated financial advice.

Security protocols

  • AES-256 encryption for data at rest and in transit
  • Read-only account connections with no fund transfer capability
  • Role-based access controls and audit logging on all data queries
  • Regular review of security protocols against current UK GDPR requirements
Questions

Common questions from new clients

Does Randamira make investment decisions automatically?

No. The platform analyses your portfolio and presents recommendations. Every action — rebalancing, withdrawal, or change in allocation — requires your explicit approval.

Can Randamira move or withdraw funds from my accounts?

No. Account connections are read-only. Randamira can view reported holdings and transaction history but has no capability to initiate transfers or trades.

How is my account data encrypted?

All data is encrypted using AES-256, both while stored and while in transit between your accounts and our analysis systems. Decryption keys are managed separately from the encrypted data itself.

Is the guidance provided regulated financial advice?

The platform provides data-driven analysis and scenario modelling to inform your decisions. It is not a substitute for regulated financial advice, and we recommend consulting a qualified adviser for decisions specific to your circumstances.

What happens to my data if I stop using the platform?

Account access is revoked immediately and stored data is deleted according to our retention schedule, which is aligned with UK data protection requirements.

How much time does a typical review take?

Most users review flagged recommendations in under fifteen minutes per month, since the platform only surfaces items that require a decision.

Next step

Time spent on portfolio review is time away from your family — most of it can be reclaimed

Randamira handles the continuous monitoring and scenario analysis; you retain full control over every decision, with considerably less time at the screen.

Secure Your Analysis