MobiDev Explains AI Application Development Steps for Business Owners

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ATLANTE, June 15, 2022 /PRNewswire/ — Creating AI projects is much closer to scientific research than traditional software development. Engineers often begin the journey by digging deeper into the business case and available data, exploring existing approaches and patterns. MobiDev explained how a typical AI application development process develops in five stages.

1. COMMERCIAL ANALYSIS

To prepare the entry, we need to consider the business problem. Companies are approaching app development companies with the business problem, and it is the job of the latter to find the intersection point of business and AI capability.

2. DETERMINATION OF MACHINE LEARNING PROBLEMS

The next step is the determination of the ML (Machine Learning) problem. This must take into account the technological capabilities of sub-domains of artificial intelligence, such as computer vision, natural language processing, voice recognition, forecasting, generative AI and others.

3. DATA COLLECTION

There are two main types of data: specific and general. General data can be obtained from open source data websites, so all we need to do is narrow down the scope of the target audience, focusing on region, gender, age or d other crucial factors. If the customer has no data, but intends to implement the AI ​​component, there is six springs to derive data.

4. FFS DEVELOPMENT

A business owner may wonder if project accuracy would be sufficient. An artificial intelligence engineer is not always ready to answer this question because it could be a new niche. PoC comes to the rescue, showing the minimum accuracy that can be achieved. More remarkably, binary decisions are 50% accurate, just like a coin toss.

5. NEW ITERATION AND/OR PRODUCTION

The next step after the first PoC may be a new iteration of the PoC with further enhancements or deployment. Creating a new PoC involves adding data, processing cases, analyzing errors, etc. The number of iterations is conditional and depends on the project.

More detailed information on developing AI applications can be found at:
https://mobidev.biz/blog/ai-application-development-guide-for-business-owners

MobiDev is an international software engineering company with offices in Poland and Ukraine. The company is dedicated to helping visionaries create their products. MobiDev invests in technological research and has years of experience in creating AI-based solutions, implementing machine learning, augmented reality and IoT.

Media Contact:
Nana Hrytsenko
888-380-0276
[email protected]

SOURCEMobiDev

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