ASSIST Insider: Five secrets about working with AI

Date published: May 15, 2023
1 min read
Title working with AI

Artificial intelligence (AI) has become a game-changer across diverse sectors, propelling organizations toward growth, innovation, and success in the dynamic and data-driven era we find ourselves in.  

From global corporations to small businesses, AI has emerged as a transformative force that is redefining how we operate. If you are not already using artificial intelligence in your day-to-day, be sure that your competitor is at least trying to discover how to use it if they haven’t mastered it already.  

AI has stopped being a fairy tale and seeped into our reality. If your business has not integrated AI yet, you might want to talk to a professional about the dos and don'ts, hows, and whys.  

Artificial Intelligence secrets you need to know
  1. AI needs a strategy.  

One AI secret that is particularly relevant to business is that successful AI implementation requires a strategic approach. Simply throwing AI algorithms at a problem without a clear plan in place is unlikely to yield good results.  
A key aspect of a strategic AI implementation plan is to involve stakeholders across the organization, including business leaders, data scientists, and IT professionals. Collaboration and communication among these groups can help ensure that everyone is aligned on the goals of the AI project, and that the technology is being used in the most effective and efficient way possible. 

Artificial Intelligence
  1. AI requires more data than you think.  
     

You have a machine-learning idea? That’s fantastic! However, many people underestimate one of the biggest challenges. How much data does your project have? How are you going to obtain that data and train the algorithms?  

In most cases, you need specialists to get this data for you and organize and care for it in your stead. Discussing the ways in which machine learning specialists can help a business is a vast subject that we might probably cover at some point. Yet data is what makes AI work, and the more data an AI model has, the better your overall results. 

Text Application of AI ML. Use machine learning in your business.
  1. AI can be biased.  

We like to think that all AI is honest and incorruptible, but AI algorithms are only as good as the data they are trained on. If the data is biased, then the algorithm will be biased too. This can have serious implications for things like hiring decisions, loan approvals, and criminal justice. You want to make sure the developers working on integrating AI into your project fully understand this issue. 

It's crucial to ensure that AI algorithms are designed and trained using diverse and representative data sets. AI developers should be aware of potential biases and work to mitigate them in the algorithm design and development process.  

CounteR Case study
  1. AI can be of help in more ways than one.   

Besides being a tool enhancing your project or product, artificial intelligence can go beyond. 

With the massive amount of data generated by customers every day, it can be challenging for businesses to analyze and make sense of it all. However, AI-powered analytics tools can help businesses extract valuable insights from this data, providing a better understanding of customer behavior, preferences, and needs. These insights can be used to optimize marketing strategies, improve customer experience, and ultimately drive business growth. 

Do your best to use AI creatively because you might find unparallel success when working with AI in an area you never thought of implementing it.  

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  1. AI is not magic and probably less intelligent than you think.  

While AI can do amazing things, artificial intelligence is not magic. AI algorithms are based on mathematical models, and the results they produce are based on the data they are trained on. There is always a human element involved in creating and training an AI model.  

Then how intelligent can we say AI is? To discuss this point we plan on coming together for a coffee on the 20th of May with specialists who are already busy working on all sorts of AI/ML projects for ASSIST Software customers. 

Artificial Intelligence: Is it intelligent or just if-else-if-elses? By Claudiu Filip is the first Tech Café talk of the year where an ASSIST Software machine learning engineer invites people who are passionate about technology to give their opinions.  

How do you feel about the matter? Want to participate?  

Tech Cafe Caludiu Filip Machine Learning Engineer

ASSIST Software and ASSIST Academy invite you to a coffee and a discussion about technology. 

Tech Cafe meetings are back in Suceava after a long absence. It's time to meet again and talk about trends, innovation, and the hottest topics in technology. 

So, on Saturday morning, May 20th, 2023, at 10:00 AM, we are waiting for you at Tech Cafe. The theme of the meeting is artificial intelligence, and the "tech barista" will be Claudiu Filip, a machine learning engineer at ASSIST Software. 

Artificial Intelligence: Is it intelligent or just if-else-if-elses? What is your opinion on the subject? 

Come spend some time with other technology enthusiasts and enjoy a perfect cup of coffee on the house. 

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Invite your colleagues or friends. See you soon! 

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Frequently Asked Questions

1. Can you integrate AI into an existing software product?

Absolutely. Our team can assess your current system and recommend how artificial intelligence features, such as automation, recommendation engines, or predictive analytics, can be integrated effectively. Whether it's enhancing user experience or streamlining operations, we ensure AI is added where it delivers real value without disrupting your core functionality.

2. What types of AI projects has ASSIST Software delivered?

We’ve developed AI solutions across industries, from natural language processing in customer support platforms to computer vision in manufacturing and agriculture. Our expertise spans recommendation systems, intelligent automation, predictive analytics, and custom machine learning models tailored to specific business needs.

3. What is ASSIST Software's development process?  

The Software Development Life Cycle (SDLC) we employ defines the stages for a software project. Our SDLC phases include planning, requirement gathering, product design, development, testing, deployment, and maintenance.

4. What software development methodology does ASSIST Software use?  

ASSIST Software primarily leverages Agile principles for flexibility and adaptability. This means we break down projects into smaller, manageable sprints, allowing continuous feedback and iteration throughout the development cycle. We also incorporate elements from other methodologies to increase efficiency as needed. For example, we use Scrum for project roles and collaboration, and Kanban boards to see workflow and manage tasks. As per the Waterfall approach, we emphasize precise planning and documentation during the initial stages.

5. I'm considering a custom application. Should I focus on a desktop, mobile or web app?  

We can offer software consultancy services to determine the type of software you need based on your specific requirements. Please explore what type of app development would suit your custom build product.   

  • A web application runs on a web browser and is accessible from any device with an internet connection. (e.g., online store, social media platform)   
  • Mobile app developers design applications mainly for smartphones and tablets, such as games and productivity tools. However, they can be extended to other devices, such as smartwatches.    
  • Desktop applications are installed directly on a computer (e.g., photo editing software, word processors).   
  • Enterprise software manages complex business functions within an organization (e.g., Customer Relationship Management (CRM), Enterprise Resource Planning (ERP)).

6. My software product is complex. Are you familiar with the Scaled Agile methodology?

We have been in the software engineering industry for 30 years. During this time, we have worked on bespoke software that needed creative thinking, innovation, and customized solutions. 

Scaled Agile refers to frameworks and practices that help large organizations adopt Agile methodologies. Traditional Agile is designed for small, self-organizing teams. Scaled Agile addresses the challenges of implementing Agile across multiple teams working on complex projects.  

SAFe provides a structured approach for aligning teams, coordinating work, and delivering value at scale. It focuses on collaboration, communication, and continuous delivery for optimal custom software development services. 

7. How do I choose the best collaboration model with ASSIST Software?  

We offer flexible models. Think about your project and see which model would be right for you.   

  • Dedicated Team: Ideal for complex, long-term projects requiring high continuity and collaboration.   
  • Team Augmentation: Perfect for short-term projects or existing teams needing additional expertise.   
  • Project-Based Model: Best for well-defined projects with clear deliverables and a fixed budget.   

Contact us to discuss the advantages and disadvantages of each model. 

1. Is ASSIST Software a reliable company for custom engineering?

Absolutely. Our partners have given us great recommendations and reviews, leading us to win The Manifest Award for Most Reviewed Software Developers. Further proof comes from our 97% employee retention rate and ongoing client partnerships for over 8 years.  

2. Are the ASSIST Software Romanian software engineers certified?

Yes. 85% of our software programmers are certified.  

At a company level, ASSIST Software is certified and recognized by industry players such as Microsoft, AWS, Google Cloud, Adobe, Drupal, Fujitsu, ISTQB, and others.  

Our employee certifications are tremendously important as they reflect the shared commitment to long-term growth.

3. Why should I choose Romania for custom software development? 

Romania has become a significant player in custom software development, attracting businesses worldwide. Romania boasts the highest number of certified IT specialists in Europe and ranks sixth globally, surpassing even the US in tech specialists per capita.  

At ASSIST Software, what sets us apart is our team and our location: our engineers are certified, experienced, and flexible, while being in the +2 GMT time zone allows us to easily facilitate meetings with clients all over the world.

4. What team will work on my project, and where will it be located?

ASSIST Software's headquarters is in Romania, a prime country for software development outsourcing. Our 350+ software engineers speak English and have a deep passion for innovation.  

We provide regular project updates through reports, meetings, and online dashboards. Generally, you'll have access to a dedicated project manager who will be your point of contact for any questions or concerns.  

5. How much will my project cost me?

Our prices are competitive, and as per our working model, we guarantee you will be satisfied with the result. Frequent meetings, check-ins, and a great communication structure will ensure this outcome.   

Project costs depend on various factors, including complexity, scope, required technologies, and team size. We'll gather detailed information about your project during the initial consultation to provide a customized quote and we guarantee that you will be able to see the benefits of bespoke software.  

1. What technologies do you work with?

ASSIST Software tackles your projects with a robust tech stack. We build native and cross-platform mobile apps, craft user-friendly web experiences, and create stunning visuals. 

Our wide-ranging expertise starts from Java, Python, and JavaScript frameworks to cutting-edge solutions like AR/VR, blockchain, and AI/ML. We also manage databases, leverage cloud platforms, and ensure flawless project execution. We're your one-stop shop for exceptional software development from concept to deployment. You can view our expertise for more details.   

2. Are you experienced in AI/ML development?

Yes. We have extensive experience in data engineering and machine learning operations (MLOps). We can employ neural networks, computer vision, and AI models to benefit your ideas.   

You can trust our long-term experience with big data, NLP, and sentiment analysis, as over the past three years, we led a European security project with 15 partners focused on detecting radicalization on social media and the dark web.

3. Do you have a research and development department and work on European Projects?

We know R&D is crucial for businesses to stay competitive and thrive in dynamic markets. Successful R&D efforts lead to developing exceptional products or services, improved efficiency and effectiveness in operations, and enhanced market positioning.   

We have established solid partnerships with 160+ European research companies, universities, and research centers (e.g., Fraunhofer, TWI, University of Heidelberg, REWE Group, SINTEF, etc.) and have participated as technical partners in over 25 EU-funded projects.  

4. Besides custom software solutions, what other services do you offer?

  • Design Thinking for Breakthrough Products:  

    We craft user experiences that resonate. Our design process is an immersive collaboration, starting with workshops to uncover your vision and user needs. We conduct market research, analyze the competition, and guide you toward cutting-edge solutions in accordance with your business requirements.  

  • Digital Transformation to Reimagine Your Business:

    Digital transformation is nothing less than a strategic shift. We empower you to become more agile and data-driven, optimizing core processes for the digital age.  

  • Scale with Confidence as We Build for Growth:  

    We understand that business success and development mean new challenges. Our solutions are built to scale seamlessly, accommodating increasing user bases and data volumes without sacrificing performance or security.  

5. As a company, does ASSIST have its own software products?

Yes, ASSIST Software teams have been involved in designing and developing innovative products that address community needs. One such example is the web and mobile platform Autisma. This therapy assistant enables continued learning for children diagnosed with autism spectrum disorder.   

Our extensive knowledge of the Unity and Unreal engines has allowed us to develop two mobile games, Elly and the Ruby Atlas and Hooman Invaders, as well as various Unity Assets, such as the Real-Time Weather PRO and Easy Sky. These two Unity assets allow Unity developers to control the weather and sky in their projects.   

1. Is ASSIST Software hiring right now?

We are always looking for great people to join our team, whether you're a senior software engineer or a new talent seeking an IT career. Please check our careers page and contact us. Our HR department will contact you as soon as possible.   

2. Is ASSIST Software organizing internships?

Yes. Each year, we organize individual and group internships for students. Our long-term partnership with the Stefan cel Mare University of Suceava allows us to put together great events for students and help them get started in the industry. 

3. What type of learning culture does ASSIST Software encourage?

Our focus on innovation comes from a 'can do' attitude and the continuous learning we encourage our colleagues to pursue. We frequently organize workshops, learning sessions, presentations, and masterclasses. All these events are free and open to our colleagues and aim to support their professional and personal development. 

4. How does ASSIST Software focus on teamwork?

The key to stellar teamwork is the quality time we spend together. ASSIST employees and their families are frequently invited to participate in all activities. We encourage a healthy lifestyle by promoting and organizing hikes, bike riding sessions, marathons, volleyball, football and tennis matches, ping-pong championships, and many more.   

We show our care for the environment through reforestation campaigns and forest cleaning activities.   

We also have an English-speaking club, e-sports gaming nights, tech discussions, networking parties, and board game sessions.   

5. How does ASSIST Software give back to the community?

Volunteering and charity are essential to us, which is why we founded the ASSIST Humanitarian Foundation. We genuinely care about our community and want to improve the future. We invest in IT equipment for schools and award excellent teachers. We also help hospitals and fire departments enter the 21st century.   

We sponsor cultural events and deliver humanitarian aid to those in need. If you agree with our views, you can also donate.   

ASSIST Software Team Members