Image of Senatoption’s AI analysis platform visualizing fund allocation between projects
AI fund optimization platform

AI automatically allocates funds generated between projects according to risk tolerance

Senatoption learns the income and expenditure data of freelancers and sole proprietors to reduce the time and judgment burden of manual asset management. We support the design of stable fund management with a focus on prediction accuracy and risk management.

Senatoption data analysis team validating predictive models

Manual asset management cannot keep up with fluctuations in project income

Freelance income is generated on a project-by-project basis, so the timing and amount of payment are not constant. Many business operators check market conditions in their free time and decide on allocations based on their experience, but this method tends to lead to variations in judgment and opportunity losses, and it also increases the burden of continuous review.

Senatoption provides a mechanism to entrust this decision process to AI. It continuously learns income and expenditure data and risk tolerance, and automatically reflects surplus funds generated between projects in the allocation design.

AI adaptation logic

It learns by combining the risk tolerance answers collected during initial setup with actual deposit and withdrawal patterns. If market conditions or personal financial situations change, the allocation policy is not a fixed rule, but is adjusted gradually according to the learning results.

core functionality

Four functions that support predictive analysis and risk management

It integrates everything from data capture to allocation optimization and future forecasting, reducing the effort required for decision-making.

data infrastructure

Real-time data acquisition

We continuously import deposit and withdrawal information from bank accounts and securities accounts, as well as market data, and instantly reflect changes in your financial situation. No manual entry or transcription is required.

risk management

automatic risk scoring

Compare the volatility of each asset allocation with the set risk tolerance and visualize it as a quantitative score. You will be notified if there is an unacceptable bias.

distribution design

Custom investment optimization

We calculate an individual allocation ratio that balances short-term liquidity and medium- to long-term growth based on the expected project income and fixed cost payment cycle.

prediction

Performance prediction

Based on past data and market trends, we present multiple scenarios of asset trends over a certain period of time. Forecasts are updated regularly as assumptions change.

operational process

A four-stage cycle in which AI learns and adjusts

We will explain the learning and verification process behind the word "automatic" step by step.

1

data synchronization

Connect account information and market data to centrally understand the inflow and outflow and holding status of funds.

2

Learning risk trends

We compare the initial survey with actual financial behavior and continually estimate the acceptable range of fluctuation.

3

Execution optimization

Generates an allocation proposal based on your estimated risk tolerance and executes it within set conditions.

4

continuous improvement

Compare execution results with changes in market conditions and periodically review model weighting.

Usage scene

Check in specific situations how funds will be handled between projects.

We will show you how Senatoption works in three situations relevant to freelance practice.

01

Management of surplus funds

Immediately after receiving a large deposit, it is a time when funds tend to accumulate temporarily until the next payment cycle. Senatoption secures the short-term necessary living and business expenses and then reflects the remaining surplus in allocation according to risk tolerance.

02

Optimization of tax preparation funds

Since you can know in advance when income tax and consumption tax will be paid, you can plan to secure the necessary amount and use the remaining funds for investment. We adopt a system that gradually shifts to a more liquid allocation as the tax deadline approaches.

03

Automate long-term growth

Apart from income from one-off projects, for funds you want to accumulate over the medium to long term, you can set an allocation policy that does not overly react to short-term market fluctuations. Once set up, we limit the frequency of reviews and only perform periodic re-evaluation.

Frequently asked questions

Security and transparency considerations

We will answer questions about data handling and the basis for algorithmic decisions, which are frequently asked when considering implementation.

How is your data protected?

Account linking is done through encrypted communication, and the acquired data will not be used for any purpose other than analysis. Access to stored data is restricted to authorized processes.

Can I check the basis for AI's decisions?

Each allocation proposal is marked with the referenced risk score and recent data changes. Although not all judgments are disclosed on a formula-by-formula basis, you can check the main indicators behind the judgments.

Can I withdraw my funds at any time?

The time it takes to withdraw funds varies depending on the nature of the assets to be allocated. For funds needed in the short term, you can set a separate allocation category that prioritizes liquidity, making it easy to handle sudden withdrawals.

Reduce the time you spend managing your finances and focus on making decisions about your core business.

Senatoption entrusts the design of the allocation of funds between projects to AI, reducing the burden of continuous review. First, check the analysis based on your current financial situation.