Time-Series Forecasting

Forecasting is essential for any business.

By predicting how the environment and market conditions will change, you will be able to better plan your operations and outpace your competition.
If you are having trouble predicting how your environment will evolve, Imaginary Cloud can build tools that will help you always stay one step ahead and that will provide solid ground for better planning.
Some clients have approached us needing help to predict demand for their products or services. Since this demand can be influenced by many different factors, its evolution is a combination of different phenomena, including exponential growth, seasonality, and periodic effects, transient effects caused by different events, response to price fluctuations, etc. Imaginary Cloud will build tools that take all these factors into account, to predict demand across weeks, months, and years. These tools can be fully automated so that you can have updated forecasts on-demand or periodically.

Many clients have a lot of interest in predicting the stock market. Although this is a difficult task due to its chaotic nature. Some patterns do appear, at certain time scales, due to collective psychological phenomena, which may be exploited by learning algorithms.

Imaginary Cloud can build and train these algorithms that will learn the characteristics of a given stock market and may profit from its fluctuations.

Often, our clients have to deal with the maintenance of equipment, this can be industrial machinery, or even machines that they sell, which have to be called in for maintenance periodically. When planning for machine maintenance, businesses need to schedule check-ups not so often that the maintenance costs are too high, nor so rarely that the machines may break, leading to higher repair costs. A better solution lies in Predictive Maintenance. Imaginary Cloud can provide you tools to monitor data from the machine’s sensors in real-time, and forecast when a machine will break, so that it can be called in for maintenance before failure, thus avoiding both repair costs and preemptive maintenance costs.
Proper forecasting will help better plan for the future. Being able to anticipate what will happen in your environment will keep you ahead of the competition.

Time-Series Forecasting

Forecasting is essential for any business.

By predicting how the environment and market conditions will change, you will be able to better plan your operations and outpace your competition.
If you are having trouble predicting how your environment will evolve, Imaginary Cloud can build tools that will help you always stay one step ahead and that will provide solid ground for better planning.
Some clients have approached us needing help to predict demand for their products or services. Since this demand can be influenced by many different factors, its evolution is a combination of different phenomena, including exponential growth, seasonality, and periodic effects, transient effects caused by different events, response to price fluctuations, etc. Imaginary Cloud will build tools that take all these factors into account, to predict demand across weeks, months, and years. These tools can be fully automated so that you can have updated forecasts on-demand or periodically.

Many clients have a lot of interest in predicting the stock market. Although this is a difficult task due to its chaotic nature. Some patterns do appear, at certain time scales, due to collective psychological phenomena, which may be exploited by learning algorithms.

Imaginary Cloud can build and train these algorithms that will learn the characteristics of a given stock market and may profit from its fluctuations.

Often, our clients have to deal with the maintenance of equipment, this can be industrial machinery, or even machines that they sell, which have to be called in for maintenance periodically. When planning for machine maintenance, businesses need to schedule check-ups not so often that the maintenance costs are too high, nor so rarely that the machines may break, leading to higher repair costs. A better solution lies in Predictive Maintenance. Imaginary Cloud can provide you tools to monitor data from the machine’s sensors in real-time, and forecast when a machine will break, so that it can be called in for maintenance before failure, thus avoiding both repair costs and preemptive maintenance costs.
Proper forecasting will help better plan for the future. Being able to anticipate what will happen in your environment will keep you ahead of the competition.

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