Your Trusted AI Development Partner
Artificial intelligence (AI) increases sales, saves costs, and improves user experience. Our AI development experts will help you use your data to improve efficiency and make smarter decisions.
AI-driven solutions will help you plan new data initiatives. This may include work automation and safer, more efficient data handling – applicable to various industries. If machine learning or predictive modelling is what you need, we’ll get you the know-how on day one.
How can AI help your business?
AI technology has various use cases among different industries. Customer service, marketing and sales, management, security – all of these can benefit from AI development. With Machine Learning, Deep Learning, Natural Language Processing, smart search engines, or predictive models supporting the decision-making processes, AI will change business on a large scale.
Our artificial intelligence development team will help you identify the areas that can benefit from artificial intelligence solutions the most and implement them to make sure you get the profits you want.
What does AI offer?
Machine learning allows computers to determine rules on how data changes without explicitly programming those rules:
- study available data and analyze clients’ behaviors to discover patterns
- make predictions and decisions based on historical records
- discover similarities or anomalies in data
Predictive analytics provides an assessment on future trends. Using the available historical data, it:
- reduces churn by identifying the clients who want to leave
- increases sales by suggesting what the client wants to buy and determines
how much they will buy
- identifies employees who are likely to leave the company
- predicts demand for resources, product, and inventory
- identifies the risk of breakdowns, failures, malfunctions, and errors
Recommendation engines can be utilized in a variety of areas, including movies, music, books, or other products. These engines will:
- personalize offers basing on client’s earlier choices and reviews
- suggest other videos, songs, books, etc. that the client will like
- increase conversion rate
- improve customer experience
- increase retention and loyalty
Natural language processing
NLP lets companies better use language data thanks to effective processing of large amounts of voice or text messages. Natural language processing:
- extracts specific data from long texts (e.g. articles, books, bills)
- automatically processes invoices, orders, contracts
- identifies the writer’s emotions and recognizes hate speech
- improves customer experience with chatbots and virtual assistants
Your first steps with AI development
While it’s a fact that AI has various use cases among different industries and brings tangible results, it’s also difficult to immediately decide how to use it. With Deep Learning, Machine Learning, Natural Language Processing, smart search engines, or predictive models supporting the decision-making processes, AI can transform your business but before you implement AI in your company, you need to be well-prepared.
At Fractal Technology, we support our clients not only with code but also with our business expertise. You will get algorithms that will work for you. Work not only technically – also bring benefits. That’s why we came up with the idea of Fractal Technology AI Sprint – your first step towards successful AI implementation. It’s a combination of a consultation and a proof-of-concept to help you verify the feasibility of AI implementation in your company using real business case and real data.
What is Fractal Technology AI Sprint?
The goal of the AI Sprint is to prove to you or your executives that AI can enhance parts of your business, all that in a very limited time. The Fractal Technology AI Sprint consists of 12-day consultation with our team, and a Proof of Concept to verify the viability of given AI solutions in your organization. In the end, you’ll be sure what AI solutions will help your business and how. The results of the AI Sprint include the PoC, a detailed AI Sprint report, data strategy, and recommendations for full AI adoption.
How it works
You may not be sure how to use AI to take the biggest advantage of it – this is the time when we will help you find the exact area to which AI will bring the best benefits, and answer all of your questions. As a part of the consultation, we map out a chosen process in your company and we point out the important decisions made within such a process. The next step is to identify important information on the basis of which these decisions are made and to select several predictive models that will predict future values of data essential for the decisions. Finally, we identify the availability of the needed data, as well as the time and costs necessary to obtain the missing information. This helps us choose the model that will bring your company the best possible benefits with the minimum amount of work on your side.
What’s in it for you?
Fractal Technology AI Sprint is a small step towards successful AI implementation, not a leap into the unknown. The consultation helps you understand the potential of predictive models for your business, see the value of data, and plan out the improvement of processes within your company with minimal risk due to extremely short development time and minimal investment The PoC will show you real results and give you a taste of the benefits full AI implementation brings.
Your first steps with AI development
Day 1: Requirements
The goal of the first week of the consultation is to select predictive models that can bring the most value into a process that we want to support by means of predictive analysis.
We finish the first day with your OKR, process map, and a list of predictive models along with data required to train them.
Day 2: Data & Systems
The second day focuses on data. During the meeting, we’ll cover the overview of data needed for models, a map of systems and interfaces, data pipeline design, and other technical issues.
We close the day with a work plan that lists the tasks each person involved in the workshop has to carry out.
How to prepare for AI Consult
During Fractal Technology AI Sprint, we will be creating a model that gives us a quick win. In order to choose what that quick win is, we need to have clearly defined business goals that we will be measuring periodically.
Before we begin the consultation, you can prepare the answers to questions regarding your goals, context for the model, data, and your expectations towards the model. Here are some of the questions you’ll be asked:
- What is the one most important thing we should do in your company?
- What is your goal and how can it be measured?
- What is the budget for your project?
- What information do you need to make good decisions within a process?
- What data about your customers do you collect?
- How will the model’s predictions be used in your everyday work?
How we approach AI development
1. AI Sprint: Consultation
AI development starts with a comprehensive consultation. We help you articulate your goals and analyze your needs.
We choose internal processes that can be improved with AI, identify the available data, and select the right model. We help you form requirements for the model, and we plan the work for the PoC.
2. AI Sprint: Proof of concept
At this stage, we use the information we have collected during the previous stages to validate your data hypothesis.
After this stage, the idea for AI in your company is validated: you receive the PoC, a detailed AI Sprint report, your custom data strategy, and recommendations for AI adoption in your organization
3. Full AI implementation
You’ve validated the idea of AI in your company, now it’s time to go company-wide.
We integrate AI with your systems and support you in further steps. We continuously measure how accurate predictions the models generate and what their impact on your daily business is.
We get you to the market 2-3 times faster than you expect
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