VermögensPilot AI dashboard view for liquidity planning for freelancers

AI-supported liquidity planning for freelancers

VermögensPilot AI evaluates your incoming payments, ongoing obligations and market data in real time and uses this to create a daily forecast of your financial scope - even in phases without project utilization.

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Example system view

Forecast horizon30 days

Updatedaily

Active data sources4

Last model adjustmentToday, 6:00 a.m

Initial situation

Irregular income makes reliable planning difficult

01
Fluctuating incoming paymentsProject fees arrive irregularly while fixed costs remain constant.
02
Manual spreadsheetLiquidity planning by hand rarely reflects the actual payment dynamics.
03
Reactive decisionsWithout a lead time, reserves are often only created after a bottleneck occurs.
04
Missing comparative dataIndividual freelancers rarely have access to structured risk metrics.

approach

Data-based decision-making basis instead of estimates

VermögensPilot AI continuously processes account, invoice and project data and translates it into concrete liquidity scenarios. Instead of selective monitoring, you receive a continuous assessment of your financial reach.

Each forecast is documented and compared with the actual values the following day. This daily feedback is an integral part of the system and not just a one-off report.

System functions

Technical basis of the forecast

Three components form the core of the analysis. They work based on the same database and are recalculated daily.

Predictive Analytics

Forecast model for incoming payments

Historical payment patterns, project durations and seasonal fluctuations are incorporated into a model that estimates likely payment times in the coming weeks.

Risk assessment

Automated risk classification

Open items, late payments and customer concentration are continually evaluated. Deviations from the usual pattern trigger a classification into risk levels.

Liquidity forecast

Forward-looking liquidity planning

Based on current obligations and expected receipts, the system calculates the expected account balance for the following 7, 14 and 30 days.

Daily transparency

Comprehensible reporting instead of a black box

Every calculation is documented. You not only see the result, but also the database on which it was created.

Data collection

Account and invoice data are read in via secure interfaces and checked for completeness.

Model calculation

The forecast model updates liquidity and risk values based on the current data status.

Comparison with actual values

The previous day's forecast is compared with the payments actually received and the difference is recorded.

Daily report

A compact report summarizes the forecast, actual comparison and current risk classification.

Structure of the daily report

The report shows the current liquidity status, the forecast for the next 7 days and the deviation from the last forecast. All values are linked to the underlying data status.

Dealing with forecast deviations

Deviations between the forecast and the actual payment receipt are not hidden, but are shown in the report and are included in the next model adjustment. This feedback is part of the daily routine, not an afterthought.

Methodology

Data sources and functionality at a glance

VermögensPilot AI analysis environment for financial data

Algorithmic basis

The forecast model combines statistical time series analysis with continuously updated input data from account and billing systems. Weightings are regularly readjusted based on the comparison data from the daily report.

Data protection and data access

Account data is only integrated via regulated interfaces in accordance with PSD2. It will not be passed on to third parties for advertising purposes; the data is used solely for internal model calculations.

Technical specification

Encryption	AES-256, TLS 1.3 in transit
Update interval	daily, 6:00 a.m
Forecast horizon	7 / 14 / 30 days
Account connection	through licensed account information services

With a precise database into the next planning phase

Connect your accounts and receive your first liquidity report. You then decide whether you want to use the system during ongoing operations.

Test system Frequently asked questions about setup