CechovordTechAI — analytical interface of the financial risk prediction platform

Predictive analytics for family finances

The CechovordTechAI platform processes market data and portfolio movements in real time. You get specific recommendations, not general charts.

Interface preview: daily portfolio risk score, asset allocation overview and list of recommended adjustments with justification for each change.

Family finances are handled based on gut feeling, not data

Most households monitor investments quarterly, if at all. Decisions are made under news pressure, not based on portfolio structure.

The analysis does not replace a financial advisor or guarantee a return. It reduces the risk of decisions without data — the final decision is always yours.

The platform analyzes data in three layers

Each layer of processing has a different purpose — from data collection to specific recommendations for your portfolio.

01

Data collection and cleaning

The system aggregates market data, rates and fund performance from publicly available sources. Inconsistent or missing records are automatically excluded from the calculation so as not to affect the result.

Data sourcesMarket prices, rates, funds
Update frequency24 hours
Data quality controlAutomatic
02

Prediction model

The model compares the current portfolio structure with historical volatility patterns. The output is a risk score and an estimate of the portfolio's sensitivity to market fluctuations over a period of weeks to months.

Portfolio Risk ScoreLow / Medium / High
Prediction horizon4-12 weeks
Sensitivity to fluctuationsDaily calculation
03

Recommendation and rationale

Each recommendation includes a specific step and reason — for example, reducing the share of stocks in one sector. Data-driven decisions are explained, not just generated.

Output typeSpecific step + justification
FormatText report + chart
AvailabilityDaily overview
The data processing infrastructure runs continuously with automatic availability monitoring

Daily performance reporting without hidden numbers

Each report shows the same data that the model uses. Nothing is recalculated and the report history remains available.

The report is generated once a day, always at the same time, based on closed market data from the previous day. If a data source is missing, the report will indicate this as a limitation, not a background error.

  • A history of all previous reports is saved and available for review.
  • Risk and performance calculations are documented and repeatable.
  • No manual adjustments to numbers before publishing the report.

The result is an overview that you can compare day by day — not just a one-time summary.

Report dateDaily updates
Portfolio Risk ScoreMedium
Change in 24 hours+0.4%
Exposure to volatilityIncreased
Recommended actionReduce the share of 1 sector
Status of data sourcesComplete

Planning that is based on actual data, not guesswork

Three typical situations in which families use the overview from CechovordTechAI for long-term planning.

Savings for children's education

The family follows the development of a conservative portfolio with a horizon of 10-15 years. The daily report shows when the deviation from the plan increases above a set limit.

Deviation check: daily

Preparing for retirement

Gradual reduction of risk exposure according to age and remaining horizon. The model suggests specific allocation adjustments over time, not a one-time intervention.

Planning horizon: 10+ years

Management of the family reserve

Part of the property designated as a reserve for unexpected expenses. The report monitors liquidity and warns if part of the reserve is in an instrument with higher volatility.

Liquidity check: daily

Frequently asked questions about security and functionality

Answers to what users are dealing with before running an analysis for the first time.

Access to the platform is protected by an encrypted connection and two-step verification. Portfolio data is stored separately from identification data.
How long does the first portfolio analysis take?

After entering the portfolio structure, the first calculation takes place within a few minutes. The daily report is then generated automatically every other day.

Do I need technical knowledge to use the platform?

No. The interface displays results in textual and graphical form without the need to understand the underlying calculations.

How does the platform handle my financial data?

The portfolio data is used exclusively to calculate the analysis. They are not passed on to third parties for marketing purposes.

Does analysis replace a financial advisor?

No. The analysis is a basis for decision-making, not an investment recommendation in the sense of regulation. The final decision rests with you.

What happens if input data is missing for a given day?

The report will state this fact as a limitation of the calculation. Missing data are not replaced by an estimate to avoid biasing the risk score.

See how the analysis would look for your portfolio

Running an analysis does not require an immediate investment decision. First, you will familiarize yourself with the output and format of the daily report.