Image of the AI asset analysis platform provided by Dogmargin-日本国
AI asset management analysis for freelancers and sole proprietors

The movement of assets does not stop even in between projects. Optimized fund allocation guided by predictive models

Dogmargin-日本国 provides AI-based predictive analysis and risk management functions for freelancers whose income tends to be unstable. Daily reports clearly show the basis for operation.

Issue recognition

The problem of how to move funds as income fluctuates

The income of freelancers and sole proprietorships fluctuates greatly from month to month depending on the number of orders received. How to preserve or grow funds obtained during busy periods during slow periods is an area that tends to rely on intuitive judgment.

Dogmargin-日本国 aims to help you make this decision based on predictive models and data, rather than relying on personal experience or intuition. We believe that optimization of decision-making comes from continuous analysis, not individual intuition.

Main features

Analysis platform consisting of three stages: prediction, risk management, and reporting

The core of Dogmargin-日本国 is not a single algorithm, but a structure in which three functions with different purposes work together. I will explain each role separately.

01
predictive model

Fund allocation proposal based on a predictive model based on market data

A predictive model that combines past price fluctuation patterns and multiple economic indicators calculates short- and medium-term capital allocation plans. The model is not a fixed logic, but is regularly retrained as the market environment changes.

Regular updatesDaily recalculation
multiple indicatorsIntegrate price, volume, and indicators
02
risk management

Loss coverage control with real-time monitoring

If a sudden change in the market is detected, it automatically adjusts the allocation of funds within a pre-set acceptable risk range. This function is not intended to maximize profits, but rather to protect assets in the event of an unexpected downturn.

Constant monitoringReal-time market data acquisition
gradual adjustmentChange allocation according to set risk
03
automatic report

Automatic report generation that visualizes the basis for decisions

Automatically compile daily reports on what data your predictive models based their allocation recommendations on and how your risk management function made adjustments. The report is in a format that avoids technical terms and lists numerical values ​​and reasons for decisions.

Published dailyRecord the judgment details for the day
Fulfillment historyPast information can be viewed
How transparency works

Daily reports are the only basis for making operational decisions.

At Dogmargin-日本国, our policy is to demonstrate the legitimacy of our operations through daily records, rather than exaggerating our results. The report generation procedure consists of the following four steps.

STEP 01

Data acquisition

Get the current day's market price, volume, and related economic indicators.

STEP 02

model calculation

Predictive models calculate proposed allocations and match them with risk management logic.

STEP 03

record of judgment

Record the adjustments made and the metrics on which they were based.

STEP 04

Report distribution

Generate a report for the day and reflect it on the dashboard.

Example of daily report display items

Sample display (not actual data)
Is there a change in allocation on the day?Yes/No
Current value for risk tolerance rangeWithin tolerance
Number of reference indicators for predictive modelIntegrate multiple indicators
Fund allocation difference compared to the previous dayDisplay numerically
Usage scene

Three operational policies that change settings depending on the purpose

Freelancers have different financial goals. Dogmargin-日本国 allows you to switch operational settings depending on your purpose.

Scenario A

Settings that emphasize asset preservation

We set a narrow risk tolerance range, prioritizing the protection of living funds in the event that the project is interrupted. Allocation adjustments take priority when market fluctuations occur.

  • Risk tolerance range: narrow
  • Adjustment frequency: Prioritize reaction to market changes
  • Expected users: People whose income outlook is uncertain
Scenario B

Settings that emphasize growth

This setting allows for a certain level of risk while more actively reflecting the prediction model's allocation proposal. Short-term fluctuations are taken into account before investment is made.

  • Risk tolerance range: wide
  • Adjustment frequency: Prioritize model suggestions
  • Expected users: People whose project income is relatively stable
Scenario C

Settings that reduce operation time

This setting is for those who want to minimize daily confirmation work. Consolidate the frequency of report reviews on a weekly basis and leave decisions to the models and risk management functions.

  • Confirmation frequency: Weekly summary confirmation
  • Operation burden: minimal
  • Intended user: People who want to prioritize their time on their main job
Image of the data analysis environment used by the Dogmargin-日本国 analysis team
Management policy

Treat accuracy and transparency as operational principles, not technology.

Dogmargin-日本国 does not aim to show off predictive analysis using AI as a special technology. What's important is that users can see how the predictive model makes decisions and what results those decisions lead to on a day-to-day basis.

Therefore, we maintain a consistent format for report items and update frequency, and operate with a policy of not omitting calculation basis.

Frequently asked questions

Questions regarding data handling and algorithms

We will answer the most common questions regarding the technical system.

How is the financial data I enter stored?
The data we receive will be stored in an encrypted state and will not be used for any purpose other than analysis. We do not provide this information to third parties, and access privileges are limited to the minimum necessary range.
Can I check the basis for the prediction model's decisions?
yes. The daily report indicates whether there were any allocation changes and the type of indicators referenced at that time. Although we do not disclose the internal calculations of the model on a formula-by-formula basis, we always clearly state the type of input data used for decisions.
Are there any restrictions on withdrawing assets if I need urgent funds?
Assets under management are allocated based on the conditions you set, but this is not a function that restricts the withdrawal of funds itself. Please understand that depending on the timing of withdrawal, the market price at that time will be reflected.
Does the risk management function completely prevent losses?
no. The risk management function adjusts the allocation within the set tolerance range, and does not completely eliminate the possibility of losses due to market fluctuations. The purpose is to limit the impact of unexpected downturns.
What do I need to do to get started?
All you have to do is register your account information and select your operational policy (maintenance-focused, growth-focused, low-manipulation type). After initial registration, you will be able to check daily reports from the next day.

First, please check the contents of the daily report.

You can start using Dogmargin-日本国 for free. After registration, the predictive model and risk management function will be activated, and you will receive a report containing the basis for the decision the next day.

Get started for free No credit card registration required. If you have any questions, please contact us via contact.html.