Conniston AI-driven portfolio analysis dashboard concept

AI-powered portfolio analysis that works while you get on with your day

Conniston reviews market data continuously and turns it into clear, plain-English recommendations, so you do not need to read spreadsheets or follow financial news yourself.

No spreadsheets, no jargon — just clear recommendations, reviewed continuously and built around your own risk settings.

Financial data is abundant. Clear decisions are not.

Market data now updates by the second across thousands of assets, indicators and news sources. For a trading desk with dedicated software, that volume is an advantage. For most people managing their own savings around a job and a family, it is simply too much to monitor consistently.

The usual result is decisions made on gut feeling, outdated advice, or no decision at all — which can be just as costly as a wrong one.

continuous analysis ↓

Recommended action Rebalance 4.2%

From scattered data points to a single, understandable recommendation.

Three steps, most of the effort is not yours

1

Setup

Connect an existing investment account or open a new one, then answer a short set of questions about your goals and comfort with risk. This takes under a minute.

2

AI analysis

Our predictive models process market indicators, pricing trends and risk signals continuously, comparing current conditions against historical patterns to spot where an adjustment may help.

3

Passive optimisation

Recommended changes are applied automatically within the limits you set, or sent to you for a single-tap approval if you would rather stay in control of each one.

Predictive modelling, explained in plain terms

You do not need to understand the modelling to benefit from it. In short, the system looks for patterns in market behaviour and weighs them against your personal risk settings before suggesting anything.

  • Identifies shifts in market conditions before they are widely reported.
  • Weighs risk against potential return for your specific goals, not a generic average investor.
  • Learns from new data continuously, so recommendations reflect current conditions rather than a fixed strategy set once and forgotten.
  • Flags when a portfolio has drifted from its original risk setting and suggests a correction.

Weekly summary preview

Your dashboard summarises performance and any recommended changes in a short written note, similar in style to an email from an adviser rather than a wall of charts. The full underlying data is available if you want to look closer, but you are never required to.

Conniston approach to data-driven investment decision support

Built for people who want good decisions, not another dashboard to learn

Conniston was built on the premise that sound investment decisions should not require a finance background. The platform's role is to carry out the continuous analysis that would otherwise take hours each week, and to present the outcome as a short, plain-English recommendation.

You keep control of your own risk settings at all times, and can adjust or pause the automation whenever you choose.

How recommendations are made, and kept within limits

Methodology

Our models combine established quantitative techniques — such as volatility analysis and trend detection — with pattern recognition trained on historical market data. The system is designed to favour sustainable, data-driven growth over short-term speculation or high-frequency trading.

Risk management framework

Every recommendation is generated within boundaries you set when you join: maximum exposure per asset class, acceptable drawdown, and overall risk tier. The system will not suggest a position outside those boundaries, and will alert you if market movements push an existing holding close to its limit.

Common questions

Do I need any investment experience to use Conniston?

No. The onboarding questions are written in plain language, and the platform translates your answers into a risk setting automatically.

Can I see why a recommendation was made?

Yes. Each recommendation includes a short explanation of the data points that prompted it, with the option to view the fuller analysis if you want more detail.

What happens if I want to stop or change something?

You can pause automated adjustments, change your risk tier, or withdraw funds at any time from your account settings.

Is my capital at risk?

Yes. As with any investment, the value of your portfolio can fall as well as rise, and past performance is not a reliable indicator of future results.

Set up your Conniston portfolio in the time it takes to make a cup of tea

Start your 60-second setup Average setup time: under 60 seconds