Artificial Intelligence (AI) Software Development

Get end-to-end custom AI solution development service from an award-winning provider and reliable IT innovation partner!

From prototype to MVP, and to the full-fledged AI solution development and integration with existing infrastructure, we help artificial intelligence projects to succeed.

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Artificial Intelligence
Artificial Intelligence
There isn’t a single industry that cannot benefit from the use of AI and machine learning (ML) technologies. That is because AI systems introduce automation at the core of every operation — human cognitive functions.

Most common business use cases in Artificial Intelligence

Text analytics

Natural language processing

Speech recognition

Emotion recognition

Image recognition

Natural language generation

Virtual agents

AI-optimized hardware

Decision management and AI-analytics

Bio-metrics

Content automation (including SEO copywriting)

Recommendation systems

Computer vision

Artificial Intelligence
2020 worldwide AI adoption data shows that 30% of businesses that adopted AI across multiple industries reported a minimum 10% revenue growth while the other 30% experienced an annual growth rate of 5%.

If you are looking for a reliable partner in AI application, adoption, or evolution, contact us for a free consultation.

Request a consultation
In addition to project planning and development, Unicsoft helps clients understand which AI solution is best for their case. Thoroughly planning a project's architecture can future-proof your company by significantly cutting costs on scaling and integrations. Request a consultation

Robust AI-powered business solutions development

In most cases, developers present AI advancement as an exclusive and expensive service. In many ways, this is true, given that two years ago there were only 22 thousand specialists in this field in the world. Yet, at Uniсsoft, we tend to reduce the price of AI development by preventing possible setbacks in product implementation.

AI model development
process we stick to

01
Define business requirements
We work closely with our client to understand the project's objectives and transform them into a problem definition with specific and clear milestones and a suitable plan for solving it. Starting the project from a discovery phase helps us to define its “success” criteria and measurable ROI.
02
Analyze data
We identify available data sources that can be used for training AI models and determine whether they have proper metrics: quantity and quality of training data, how to split test data from the training dataset, ways to label data, etc. If there is no open data available, we consult customers on how they can collect them.
03
Data collection
Our data engineer is responsible for collecting data from various sources, standardizing its formats and consolidating in a centralized storage (Data Lake or Data Warehouse), and building for this purpose ETL (Extract, Transform, and Load) pipeline.
04
Data preparation
Our data scientist does a number of activities to prepare data to be used for modeling: data cleaning, data labeling, enhancing and augmenting data, removing irrelevant data, reducing noise and ambiguity, anonymizing data, sampling data from large data sets.
05
Feature modelling
We select features that are the most important for prediction, decide on the most relevant algorithm for model training, set and adjust model hyperparameters, identify features with best results, develop ensemble models, and test model versions for performance.
06
Model’s performance evaluation
We evaluate which model version has proved to have the highest accuracy and potential and determine whether it meets the business goals of our client. We evaluate different model metrics (confusion, KPIs, model performance, model quality) to understand how it will work in real life.
07
Project go-live estimation
Based on the data we have received during the R&D phase, our team makes a thorough estimation of future AI product development roadmap: resources and data needed for model implementation and further functioning, team composition, model deployment, and data warehouse setup, UI/UX & web development, testing, CI/CD, etc.
08
Working model optimization
Once we have put our AI model into operation, we measure & monitor its performance (model accuracy results), create benchmarks for future iterations, continuously iterate on different aspects and add new parameters to increase the model’s overall accuracy, work on data biases, and noise.
01. Define business requirements
We work closely with our client to understand the project's objectives and transform them into a problem definition with specific and clear milestones and a suitable plan for solving it. Starting the project from a discovery phase helps us to define its “success” criteria and measurable ROI.
02. Analyze data
We identify available data sources that can be used for training AI models and determine whether they have proper metrics: quantity and quality of training data, how to split test data from the training dataset, ways to label data, etc. If there is no open data available, we consult customers on how they can collect them.
03. Data collection
Our data engineer is responsible for collecting data from various sources, standardizing its formats and consolidating in a centralized storage (Data Lake or Data Warehouse), and building for this purpose ETL (Extract, Transform, and Load) pipeline.
04. Data preparation
Our data scientist does a number of activities to prepare data to be used for modeling: data cleaning, data labeling, enhancing and augmenting data, removing irrelevant data, reducing noise and ambiguity, anonymizing data, sampling data from large data sets.
05. Feature modelling
We select features that are the most important for prediction, decide on the most relevant algorithm for model training, set and adjust model hyperparameters, identify features with best results, develop ensemble models, and test model versions for performance.
06. Model’s performance evaluation
We evaluate which model version has proved to have the highest accuracy and potential and determine whether it meets the business goals of our client. We evaluate different model metrics (confusion, KPIs, model performance, model quality) to understand how it will work in real life.
07. Project go-live estimation
Based on the data we have received during the R&D phase, our team makes a thorough estimation of future AI product development roadmap: resources and data needed for model implementation and further functioning, team composition, model deployment, and data warehouse setup, UI/UX & web development, testing, CI/CD, etc.
08. Working model optimization
Once we have put our AI model into operation, we measure & monitor its performance (model accuracy results), create benchmarks for future iterations, continuously iterate on different aspects and add new parameters to increase the model’s overall accuracy, work on data biases, and noise.

6 potential challenges you need to be aware of when considering your future project

Stakeholders’ lack of AI understanding

This issue has nothing to do with development. However, it often inhibits the best results. The lack of people who, at least in general, understand the scope of the technology and the implementation process leads to frustration and the inability to correctly implement a completed solution into the business process.

Data mining and data storage

The quality of work for AI solutions directly depends on the quality and volume of data for training ML systems. In some specific projects, as well as entire industries like industrial applications, it is simply impossible to collect enough data. Also, you should not only have data but also be able to store massive amounts of information for its analysis. This creates an additional load on the existing infrastructure.

Data organization and cleanliness

It’s not enough to have access to big data. The data should also be properly organized, and the datasets should not include data impurities that are not related to the ML model training subject. The work of a data analyst is imperative before developing an AI solution.

Lack of computational speed

The speed of system training based on machine learning is proportional to the computing power at the disposal of these systems. Your AI developer can create an ML model and test it, but they cannot provide the processing power. This means you need to consider an investment in infrastructure or prepare to achieve results over a sometimes very long period of time.

Lack of specialists and market demand

AI development today is the new black. Thousands of enterprise customers align themselves with the few who can do a job well. This means that, unlike a normal development cycle, you need to be aware of the fact that it will not be possible to start implementing the project quickly.

Data privacy and security

Considering that most ML models operate on a database describing user behavior and identity, this data has to be protected from leaks. The GDPR and other regulations expressly prohibit the transfer of this data to third parties. This means that any work of ML models is possible only in an environment controlled by the customer (on corporate servers, without transferring any data to developers).

What our clients say

Very efficient and reliable resource provider. Quickly reacted to our request and provided an interesting suite of candidates. During the cooperation period always available and ready to help. Overall experience very good. Highly recommended.

Tomasz Mierzwa
Tomasz Mierzwa

Lead Data Architect, MakerDAO

Thanks to the expertise that the Unicsoft team brought to the table, the company was able to complete the project faster and at a better cost. They did this by using advanced and transparent methodologies that were trustworthy, responsive, friendly, and professional.

William Rehm
William Rehm

Founder & CEO, Deedstack Inc

With Unicsoft's help, the client now has the needed capacity to accomplish their ongoing projects. More importantly, the delegated developers have gelled seamlessly with the internal team, resulting in high-quality and timely outputs. Overall, this has been a successful partnership.

Njal Hansen
Njal Hansen

CEO, Subscription Service Provider

Lifewatch worked with Unicsoft for 3.5 years, during this time the product was launched and supported for over a year. Unicsoft allocated a team of very professional developers who did a great job for us and we intend to work with Unicsoft more in the future.

Omri Cohen
Omri Cohen

SW Group Manager & Architect, LifeWatch, USA-Israel

I think that they have a can-do attitude. We threw a lot of requests and a lot of very specific timing requirements at them. They were pretty adaptable and willing to put in extra hours to service us.

William Page III
William Page III

Chief Operations Officer, Dashboard Dealership Enterprises, USA

The ditto and Unicsoft story is a perfect example of partnership in practice. Unicsoft has never let us down. Unicsoft gives us an edge and advantage.

Michael Wilson
Michael Wilson

Founder & Creative Director, ditto, UK

I couldn’t be more happy with Unicsoft, their professionalism, and with the result of what they built for my client.

Chad Davis
Chad Davis

CEO, CrossOceans, USA

Unicsoft quickly supplied talented developers and thoroughly documented the project. The team was knowledgeable, communicative, and committed. They were genuinely interested in ensuring our satisfaction.

Andreas Sandin
Andreas Sandin

CEO, Hackyard Internet AB

I’m very happy with the iOS and Android work Unicsoft performed for me. The quality of code and communications Unicsoft provided has certainly proved they are a capable and trustworthy team of professionals. I would highly recommend them as a highly competent, cost-effective development team.

Tim Smith
Tim Smith

EVP/COO, Critical RF Inc, USA

Right from the start Unicsoft inspired confidence. They quickly identified the steps necessary to achieve our desired result and gave us regular updates on their progress.

Cody Thornton
Cody Thornton

Assistant Property Manager, Conscience Bay Company, USA

We found Unicsoft to be the best partner out there, capable of building a team of professionals that can tackle the technological challenges, deliver great results, innovative solutions and in high quality. Unicsoft turned out to be a flexible and prompt team extension partner. When we needed additional developers for other projects, they’ve quickly provided us with the staff we needed.

Eran Dvir
Eran Dvir

CTO at Augmind Ltd

Unicsoft’s ability to deliver high-quality development work on time led to an ongoing partnership. The team met aggressive deadlines and adapted to the client’s work style as needed. Clear communication, proactive decision-making, and a customer-oriented approach are hallmarks of this project.

Konstantin Anissimov
Konstantin Anissimov

Former CTO, 4B Group

The engagement helps the client provides a high level of value to their customers. Unicsoft successfully picked up on the nuances of the project and adapted to the working style of the client. The team is hard-working and innovative.

Sunil Tom Jose
Sunil Tom Jose

Director of Engagement, AlphaWallet

I’d recommend Unicsoft because I felt their engagement and understanding of our business. They offered the best solution provision of what we were looking for. They were very responsive to the requests, very flexible just going in flow with our changes.

Alan Ball
Alan Ball

Managing Partner, Octagon, UK

Our engagement with Unicsoft was very satisfying. They reported everything and delivered the product on time. If there were any issues, they were discussed upfront. They didn’t wait for the problem to occur.

Harry Disseldorp
Harry Disseldorp

CEO, NRG Software Solutions

We have been highly impressed by the close cooperation, pro-active team, and project execution within the schedule and budget. The intermediate results were demonstrated permanently and transparently every week. Enough attention was paid to documentation, which was really useful for our product's future scalability...

Konstantin Ivanov
Konstantin Ivanov

Chief Digital Officer (CDO) at Atlantic Group (AGL)

We were able to quickly grow our staff. As a startup, we couldn’t waste time looking to hire people in every part of our company. But by working with Unicsoft, we were able to rapidly grow our product line and engage with our core customers quicker.

Dmitry Dain
Dmitry Dain

Founder and CTO, Virgil Security, Inc.

Unicsoft was ready to adapt to new challenges as needed even if that meant more learning on their end. The team was managed in a transparent way and we were able to follow the development both in terms of the code and in terms of the user load. Overall, I can say the project management was excellent.

Pavel Paramonov
Pavel Paramonov

Chief Science & Technology Officer, Ternary Intelligence

Transparency in communication is a fantastic skill for a partner to have. In addition, Unicsoft proved their expertise among a vast range of technologies, which was emphasized by our client. The project manager was extremely responsive. He was available 24/7 to cover all questions and demonstrate progress as needed.

Andre Kholodov
Andre Kholodov

CEO, ADUK GmbH, Germany

I cannot stress how great working with Unicsoft has been. The development team I was using before them required so much hand holding and micromanaging, whereas with Unicsoft I get to sit back and trust that they have everything handled! They are incredibly thorough and organized…so working with Unicsoft is a breathe of fresh air! I will definitely continue to use them in the future. They make it very easy.

Jacqueline Dunnett
Jacqueline Dunnett

Creative Director at VisualFX

I've been much more satisfied with Unicsoft's work compared to other local providers in North America. They're dedicated, smart, and work with my business, rather than for my business. I've also been very impressed by the quality of their code overall.

Paulina Podgorska
Paulina Podgorska

Founder, SOSsitter, Canada

A professional, highly skilled and dynamic team was assigned to my project who from day 1 was committed to my projects success! Even during the global lock-down period, they were responsive and quick to provide high-quality deliverables, thank you!

Morne Moolman
Morne Moolman

Founder, Concept Stage Project

I can definitely recommend Unicsoft as a reliable partner. They have flexible working approaches, pleasant and dedicated staff, and always trying to solve the problem - not to redirect it. Reasonable price model, technically strong engineers, and quick and efficient staffing process.

Oleksandr Andrushenko
Oleksandr Andrushenko

COO, GFI

Level of commitment, providing subject matter experts on short notice, and hospitality has given a very positive feeling towards Unicsoft personnel and their business processes.

Benny Low
Benny Low

Co-Founder, Xypher Pte, Singapore

It was excellent. We have never been disappointed. Problems did arise, but Unicsoft maintains a wonderful platform for collaboration through which we found solutions. They really analyzed and tried to understand the business use of the tool I wanted to develop.

Imran Rehman
Imran Rehman

Owner, KOKORO, Austria

The PM was always available and we didn't have any issues. The team was flexible and they were offering solutions based on their experience. The developer was going the extra-mile and based on the internal feedback from the in-house team, everyone was extremely satisfied to work with him from the technical perspective as well.

Inga Viznytsia
Inga Viznytsia

Product Manager, Media Production Company

The people we have worked with at Unicsoft have been knowledgable with our codebase, and have contributed code and suggestions that our entire team finds valuable. We have used Unicsoft with both short term (~1-2 month) and long term (6 month+) projects and in each case, the engineers we work with take ownership and pride in the code that they write. I can't recommend them enough.

Arjan Singh
Arjan Singh

Director of Software Engineering at FIGS

We needed a team to bring our idea to life within tight deadlines. We chose Unicsoft for broad expertise and involvement in the project from the beginning. Unicsoft proved deep expertise, readiness to do the extra miles to build the solution within tight deadlines.

Mehdi Bellatig
Mehdi Bellatig

Founder at FranceVerif

Unicsoft were key to our engineering development in early phases. They were extremely professional, knowledgeable and acted as a true partner to help build our iOS and Web applications. A number of their team members rose to the challenges and I would like to make specific mention of their iOS developers & account management team who treated our needs as theirs and ensured a timely & superlative output.

Prashant Kumar
Prashant Kumar

I was working for a big software development company when Unicsoft was helping us to cover our internal and external needs with all kinds of services needed for the implementation of our projects. They provided us with specialists with the required maturity level and technical ability according to the request. They are always engaged in the process and consult us regarding the best way to obtain the most realistic solution.

Viktoriia Kovryzhenko
Viktoriia Kovryzhenko

Office Manager

1 /

What our clients say

Very efficient and reliable resource provider. Quickly reacted to our request and provided an interesting suite of candidates. During the cooperation period always available and ready to help. Overall experience very good. Highly recommended.

Tomasz Mierzwa
Tomasz Mierzwa

Lead Data Architect, MakerDAO

rating

Thanks to the expertise that the Unicsoft team brought to the table, the company was able to complete the project faster and at a better cost. They did this by using advanced and transparent methodologies that were trustworthy, responsive, friendly, and professional.

William Rehm
William Rehm

Founder & CEO, Deedstack Inc

rating

With Unicsoft's help, the client now has the needed capacity to accomplish their ongoing projects. More importantly, the delegated developers have gelled seamlessly with the internal team, resulting in high-quality and timely outputs. Overall, this has been a successful partnership.

Njal Hansen
Njal Hansen

CEO, Subscription Service Provider

rating

Lifewatch worked with Unicsoft for 3.5 years, during this time the product was launched and supported for over a year. Unicsoft allocated a team of very professional developers who did a great job for us and we intend to work with Unicsoft more in the future.

Omri Cohen
Omri Cohen

SW Group Manager & Architect, LifeWatch, USA-Israel

rating

I think that they have a can-do attitude. We threw a lot of requests and a lot of very specific timing requirements at them. They were pretty adaptable and willing to put in extra hours to service us.

William Page III
William Page III

Chief Operations Officer, Dashboard Dealership Enterprises, USA

rating

The ditto and Unicsoft story is a perfect example of partnership in practice. Unicsoft has never let us down. Unicsoft gives us an edge and advantage.

Michael Wilson
Michael Wilson

Founder & Creative Director, ditto, UK

rating

I couldn’t be more happy with Unicsoft, their professionalism, and with the result of what they built for my client.

Chad Davis
Chad Davis

CEO, CrossOceans, USA

rating

Unicsoft quickly supplied talented developers and thoroughly documented the project. The team was knowledgeable, communicative, and committed. They were genuinely interested in ensuring our satisfaction.

Andreas Sandin
Andreas Sandin

CEO, Hackyard Internet AB

rating

I’m very happy with the iOS and Android work Unicsoft performed for me. The quality of code and communications Unicsoft provided has certainly proved they are a capable and trustworthy team of professionals. I would highly recommend them as a highly competent, cost-effective development team.

Tim Smith
Tim Smith

EVP/COO, Critical RF Inc, USA

rating

Right from the start Unicsoft inspired confidence. They quickly identified the steps necessary to achieve our desired result and gave us regular updates on their progress.

Cody Thornton
Cody Thornton

Assistant Property Manager, Conscience Bay Company, USA

rating

We found Unicsoft to be the best partner out there, capable of building a team of professionals that can tackle the technological challenges, deliver great results, innovative solutions and in high quality. Unicsoft turned out to be a flexible and prompt team extension partner. When we needed additional developers for other projects, they’ve quickly provided us with the staff we needed.

Eran Dvir
Eran Dvir

CTO at Augmind Ltd

rating

Unicsoft’s ability to deliver high-quality development work on time led to an ongoing partnership. The team met aggressive deadlines and adapted to the client’s work style as needed. Clear communication, proactive decision-making, and a customer-oriented approach are hallmarks of this project.

Konstantin Anissimov
Konstantin Anissimov

Former CTO, 4B Group

rating

The engagement helps the client provides a high level of value to their customers. Unicsoft successfully picked up on the nuances of the project and adapted to the working style of the client. The team is hard-working and innovative.

Sunil Tom Jose
Sunil Tom Jose

Director of Engagement, AlphaWallet

rating

I’d recommend Unicsoft because I felt their engagement and understanding of our business. They offered the best solution provision of what we were looking for. They were very responsive to the requests, very flexible just going in flow with our changes.

Alan Ball
Alan Ball

Managing Partner, Octagon, UK

rating

Our engagement with Unicsoft was very satisfying. They reported everything and delivered the product on time. If there were any issues, they were discussed upfront. They didn’t wait for the problem to occur.

Harry Disseldorp
Harry Disseldorp

CEO, NRG Software Solutions

rating

We have been highly impressed by the close cooperation, pro-active team, and project execution within the schedule and budget. The intermediate results were demonstrated permanently and transparently every week. Enough attention was paid to documentation, which was really useful for our product's future scalability...

Konstantin Ivanov
Konstantin Ivanov

Chief Digital Officer (CDO) at Atlantic Group (AGL)

rating

We were able to quickly grow our staff. As a startup, we couldn’t waste time looking to hire people in every part of our company. But by working with Unicsoft, we were able to rapidly grow our product line and engage with our core customers quicker.

Dmitry Dain
Dmitry Dain

Founder and CTO, Virgil Security, Inc.

rating

Unicsoft was ready to adapt to new challenges as needed even if that meant more learning on their end. The team was managed in a transparent way and we were able to follow the development both in terms of the code and in terms of the user load. Overall, I can say the project management was excellent.

Pavel Paramonov
Pavel Paramonov

Chief Science & Technology Officer, Ternary Intelligence

rating

Transparency in communication is a fantastic skill for a partner to have. In addition, Unicsoft proved their expertise among a vast range of technologies, which was emphasized by our client. The project manager was extremely responsive. He was available 24/7 to cover all questions and demonstrate progress as needed.

Andre Kholodov
Andre Kholodov

CEO, ADUK GmbH, Germany

rating

I cannot stress how great working with Unicsoft has been. The development team I was using before them required so much hand holding and micromanaging, whereas with Unicsoft I get to sit back and trust that they have everything handled! They are incredibly thorough and organized…so working with Unicsoft is a breathe of fresh air! I will definitely continue to use them in the future. They make it very easy.

Jacqueline Dunnett
Jacqueline Dunnett

Creative Director at VisualFX

rating

I've been much more satisfied with Unicsoft's work compared to other local providers in North America. They're dedicated, smart, and work with my business, rather than for my business. I've also been very impressed by the quality of their code overall.

Paulina Podgorska
Paulina Podgorska

Founder, SOSsitter, Canada

rating

A professional, highly skilled and dynamic team was assigned to my project who from day 1 was committed to my projects success! Even during the global lock-down period, they were responsive and quick to provide high-quality deliverables, thank you!

Morne Moolman
Morne Moolman

Founder, Concept Stage Project

rating

I can definitely recommend Unicsoft as a reliable partner. They have flexible working approaches, pleasant and dedicated staff, and always trying to solve the problem - not to redirect it. Reasonable price model, technically strong engineers, and quick and efficient staffing process.

Oleksandr Andrushenko
Oleksandr Andrushenko

COO, GFI

rating

Level of commitment, providing subject matter experts on short notice, and hospitality has given a very positive feeling towards Unicsoft personnel and their business processes.

Benny Low
Benny Low

Co-Founder, Xypher Pte, Singapore

rating

It was excellent. We have never been disappointed. Problems did arise, but Unicsoft maintains a wonderful platform for collaboration through which we found solutions. They really analyzed and tried to understand the business use of the tool I wanted to develop.

Imran Rehman
Imran Rehman

Owner, KOKORO, Austria

rating

The PM was always available and we didn't have any issues. The team was flexible and they were offering solutions based on their experience. The developer was going the extra-mile and based on the internal feedback from the in-house team, everyone was extremely satisfied to work with him from the technical perspective as well.

Inga Viznytsia
Inga Viznytsia

Product Manager, Media Production Company

rating

The people we have worked with at Unicsoft have been knowledgable with our codebase, and have contributed code and suggestions that our entire team finds valuable. We have used Unicsoft with both short term (~1-2 month) and long term (6 month+) projects and in each case, the engineers we work with take ownership and pride in the code that they write. I can't recommend them enough.

Arjan Singh
Arjan Singh

Director of Software Engineering at FIGS

rating

We needed a team to bring our idea to life within tight deadlines. We chose Unicsoft for broad expertise and involvement in the project from the beginning. Unicsoft proved deep expertise, readiness to do the extra miles to build the solution within tight deadlines.

Mehdi Bellatig
Mehdi Bellatig

Founder at FranceVerif

rating

Unicsoft were key to our engineering development in early phases. They were extremely professional, knowledgeable and acted as a true partner to help build our iOS and Web applications. A number of their team members rose to the challenges and I would like to make specific mention of their iOS developers & account management team who treated our needs as theirs and ensured a timely & superlative output.

Prashant Kumar
Prashant Kumar

rating

I was working for a big software development company when Unicsoft was helping us to cover our internal and external needs with all kinds of services needed for the implementation of our projects. They provided us with specialists with the required maturity level and technical ability according to the request. They are always engaged in the process and consult us regarding the best way to obtain the most realistic solution.

Viktoriia Kovryzhenko
Viktoriia Kovryzhenko

Office Manager

rating
/
Get in touch for a consultation. It's free and we'll help you identify the best AI solution for your needs.

Get the full cycle of AI-product development for any industry use case

Sentiment Analysis in Consumer Industries
Sentiment Analysis in Consumer Industries
Customer sentiment analysis by means of NLP helps the company classify the negative and the positive impact of its service or product through analyzing the changed customer behavior, preferences, and patterns.
Real-time Customer Recommendations
Real-time Customer Recommendations
Utilizing machine learning and data-in-motion techniques, we build mobile engagement platforms with Edge AI to engage with customers in specific moments, sort customers based on their behavior, target ads, and tweak the user experience on the go with a software compliant with GDPR, CCPA, CPRA, CDPA regulations.
Computer Vision for Customer Behavior Tracking
Computer Vision for Customer Behavior Tracking
In combination with existing security cameras, algorithms can automatically evaluate video material and study customer behavior to optimize the design and placement of products, avoid traffic jams in well-visited departments, track the popularity of products.
Image Recognition for Shelf Monitoring
Image Recognition for Shelf Monitoring
With image recognition solutions, you can easily make store audits and real-time shelf monitoring to get accurate insights on direct sales, marketing ROI, competitors’ price analysis, on-shelf missing products, as well as improve your in-shelf SKU visibility, ensure optimal Share of Shelf and lift product sales in every store.
 Predictive Machine Maintenance
Predictive Machine Maintenance
Using AI technologies for monitoring machines and collecting feedback data in real-time, you can analyze patterns for each machine to determine its actual maintenance needs and create a customized schedule that minimizes overall downtime on the factory floor.
 Fintech Fraud Detection and Analytics
Fintech Fraud Detection and Analytics
Financial organizations deploy machine learning models that can detect suspicious transactions in real-time, analyze events that could indicate an account is being used to conceal funds, predict potential fraud in future transactions, and then use anomaly detection to spot unusual account activities.
Risk Assessment in Insurance
Risk Assessment in Insurance
Machine learning models help accurately assess risk with less information. This creates an opportunity to simplify insurance applications and remove invasive tests and questions, identify different categories of risk, and make the entire process much more user-friendly.
Investment Predictive Analytics
Investment Predictive Analytics
Machine learning-enabled technologies assist banking and financial institutions in identifying the best investment plan and give advanced market insights allowing the fund (portfolio) managers to identify hidden market opportunities much earlier as compared to the traditional investment analytics models.
Computer Assisted Diagnosis
Computer Assisted Diagnosis
AI can analyze vast amounts of medical data from a wide range of sources, uncovering complex patterns and disease characteristics that humans might miss out on. Through the application of deep neural networks, machine learning, and categorization, medical practitioners make a more accurate and efficient analysis of patient data.
 Smart Prediction and Digital Supply Network
Smart Prediction and Digital Supply Network
Use AI to accelerate demand planning, improve demand signals, and tightly integrate cross-functional supply chain processes. Predictive analytics uses statistical algorithms to forecast future trends, which enables businesses to optimize inventory, improve delivery times, increase sales and reduce operational costs.
Fraud Detection in Gaming
Fraud Detection in Gaming
Machine learning algorithms help make use of the data game developers already have: detect and prevent fraudulent activity while optimizing a frictionless customer experience, prevent costly fraud losses, automate escalation and take action against cases of suspicious behavior.

3 domains that drive AI adoption across multiple industry use cases

Cognitive engagement
Cognitive engagement
Transforms how humans interact with computer systems. Sequential data input/output operations are replaced with human-like conversations. From a graphical communication interface, the interaction can then be transformed into a vocal or even visual experience.
Cognitive understanding
Cognitive understanding
Artificial intelligence systems process, structure, and select the data that is most relevant to an individual. AI reduces the stress associated with the modern world's information overload.
Cognitive automation
Cognitive automation
AI can recognize logic in human actions and mimic it. Thus, AI can automate the vast majority of repetitive workflows without hardcoding each of them.

The technology Unicsoft uses to create AI systems

Artificial Intelligence

DL Frameworks

PyTorch
Tensorflow
Keras
MXNet
Nvidia
Caffe
Caffe2
Chainer
Theano
Artificial Intelligence

Neural Networks (NN)

GAN
Long Short-Term Memory NN
Deep NN
Autoencoders
Representation learning
Manifold learning
Bayesian NN
Autoregressive NN
Convolutional NN
Recurrent NN
Artificial Intelligence

Algorithms

Supervised / unsupervised learning
Clustering (all types)
Metric learning
Few-shot learning
Ensembles
Reinforcement learning
Artificial Intelligence

Supported Databases

MS SQL
PostgreSQL
MySQL
MongoDB
Cassandra (and other non-relational DBs)
Hadoop (and other distributed DBs)
CouchDB
Artificial Intelligence

Supported Cloud Providers

AWS
Google Cloud
Microsoft Azure
Artificial Intelligence

Toolkits

Core ML
Microsoft Cognitive Toolkit
Kurento’s computer vision module
Unicsoft is a one-stop destination for organizations striving to launch AI-automated business solutions, analytics, and augmented products.

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Computer vision is a result of scientists having succeeded in enabling machines to mimic the process of human visual cognition. The ...
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Get the full cycle of AI-product development for any industry use case

AI marketing and customer service automation
AI marketing and customer service automation
From sorting customers based on their behavior to targeting ads and tweaking the user experience on the go, you can use AI to bring your customer acquisition and UX to the next level. This also includes AI-powered chatbots that are years ahead of classic script-based bots in terms of information relevancy and UX.
AI for sales
AI for sales
AI adjusts sales forecasting, understands customer needs, and automates sales communications. An AI bot can help sales reps focus on prospects that the app believes to be a better lead and send customized follow-ups that nurture campaigns at a time that is ideal for closing deals.
AI-powered hiring and HR intelligence
AI-powered hiring and HR intelligence
From candidate screening to direct calls and even interviewing, multiple stages of hiring and onboarding can be fully automated by AI.
Production line management
Production line management
AI predicts demand and ramps production up or down. Production line telemetrics is used to predict maintenance and AI helps identify possible problems in the manufacturing process by providing quality control based on the incoming product data.
DevOps automation
DevOps automation
AI is widely used for log error analysis. AI helps identify issues before any infrastructure system goes down. Machine learning systems analyze previous system failures and identify fault patterns that help to prevent future failures. AIOps helps IT departments improve system performance and services by learning from the insights provided by the AI algorithms.
Accounting and finance automation
Accounting and finance automation
In combination with robotic process automation, one can get a fully automated accounting and legal workflow as well as real-time finance analytics. The latter is provided by AI natural language processing that draws from multiple company channels of communication.

F.A.Q

What are the business benefits of AI development services?plus
The main challenges in AI software development are the following:
- Data quality and volume
- Proper data organization (labeling, cleanup, etc.)
-Computational power of the project infrastructure
- Data privacy and security
Each challenge’s level of difficulty varies from project to project and can be planned and estimated in advance by a team of professionals.
How long does it take to scope, plan, and implement an AI project?plus
AI projects scale varies significantly depending on what kind of project you want to implement (just a proof of concept or a prototype, MVP or a fully functional model/software integrated into other systems), and level of its complexity (please refer to our “challenges” section). In general, you should aim for 1 month for a prototype/PoC, and for 3 to 6 months for an MVP. These are almost always the necessary steps during the AI software development process, after which you get a precise estimate for the following phases.
What artificial intelligence development services does Unicsoft provide?plus
We offer the full-cycle AI software development services that include working with datasets, prototype/PoC/MVP development, sophisticated AI software development, existing AI software optimization, refactoring, evolution, integration, and support. We are experts is natural language processing, image recognition and processing, predictive analytics, scoring models, automations, and bots.
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