l

Estimating

w

+651.288.7000

info@intertech.com

1575 Thomas Center Drive, Eagan, MN 55122

l

Request A Quote

Planning & Requirement Analysis

Understanding the needs of the users and stakeholders, defining the scope of the project, and creating a plan that outlines the project’s goals, timeline, resources, and potential risks is just one area in which we specialize.

Architecture & Design

System Structure & User Interface

Creating a high-level architecture and design for the software system is how we help. This includes defining the structure, components, interactions, and interfaces of the system.

Development & Integration

We help you write the actual code that makes up the software, based on the design specifications. This involves selecting appropriate programming languages, coding standards, and development practices.

Quality Assurance

Quality – Reliability – Security

Our experienced consultants help you implemented practices and processes that ensure the software’s quality, reliability, security, and compliance meets industry standards.

Testing

Manual & Automated

Our experts help you thoroughly testing the software to identify and fix bugs, ensure it meets the requirements, and functions as intended. Testing includes unit testing, integration testing, system testing, and acceptance testing,

AI | Business Intelligence

AI – BI – BPI

Automated Efficiency – Understanding All Your Options Helps You Decide If AI, BI or BPA is Right For Your Business. Eliminate manual errors, increase efficiency, and generate the data you need to predict the future.

Modernization

Speed Up – Eliminate Bugs – Secure

At Intertech, we specialize in legacy software and application modernization, providing evaluation of your current architecture and system so we can propose options that fit you or simply jumping in and getting started.

Cloud Services

Development – Migration – Integration

Building a custom application is one thing; migrating and integrating it with all your other systems and one or more cloud environments is another. Work with a team that understands your cloud needs.

Feasibility Study

Software Consulting Services

Agile Development

ROI Calculator

Health & MedTech

Healthcare IT Case Study

Financial Services

High Tech

Manufacturing

Transportation & Logistics

Business & Retail

Ag | Food and Beverage

Government

All Case Studies – A trusted partner!

Testimonials – Read what our clients say!

Client List – All sizes of companies rely on us!

About Intertech

Award Winning Consulting Since 1991

We provide proven co-development and project services that modernize, design, and create new architecture and applications that remove manual tasks, collect and format data for use, and help you determine the right framework or service-based solution for you and your team.
Healthcare IT Case Study

AI | Automation Library

The Competitive Advantage

Learn everything you need to know about AI, BI, and automation with simple code for BPA results, from planning to the impact on your specific business to the various AI models available. AI has taken the world by storm, and you need to know if it is right for you. Discover the answer here.

Blog | From The Field

Technical Insights

Our technical blog is one of the primary reasons our clients hire us to help them update or pivot to an new technology. Proof that your partner is proficient and can communicate is essential when taking on a project that has your name on it and has a lasting impact.

Help for Leaders

Thought Leadership For Leaders

We’ve taken notes since 1991 and understand the difficulties associated with a software project. On this page you will find articles on how to successfully manage scope creep, how to select and work with an IT consulting firm, and the pillars of software development success.
Healthcare IT Case Study

Engaging Software Careers With A Team That Collaborates And Likes What It Does!

Intertech is growing! Let Intertech help you find your dream job in software development. Our extensive list of software careers focuses on quality. Consider one of our many software careers and come along with us as we look to another record-breaking year of growth, client satisfaction, and exciting projects with great people working by your side.

Join A Team of
Front-to-Back
Desktop-to-Mobile
Full-Stack
Azure & AWS
Custom Software Development
Professionals!

While both BI and AI play critical roles in driving innovation, enhancing decision-making, and improving efficiency, they serve different purposes and require different approaches.

Understanding when and how to use BI versus AI in software development is essential to selecting the right technology for your business.

Understanding the Difference Between BI and AI in Software Development and Modernization

In the evolving world of software development and modernization, two powerful technologies often come up: Business Intelligence (BI) and Artificial Intelligence (AI). While both BI and AI play critical roles in driving innovation, enhancing decision-making, and improving efficiency, they serve different purposes and require different approaches. Understanding when and how to use BI versus AI in software development is essential to selecting the right technology for your business.

This article will outline the differences between BI and AI, when to use them in software development and modernization projects, and explore some key technologies that work with popular development platforms such as .NET, Java, and JavaScript.

What is Business Intelligence (BI)?

AI has immense potential, but it’s not a one-size-fits-all solution. AI shines in situations requiring complex decision-making, pattern recognition, and predictive analytics that go beyond what traditional systems can accomplish. But if your goal is to automate simple tasks, process data, or optimize workflows, a fully-fledged AI solution may be overkill.

Companies are often drawn to AI without fully understanding their actual needs. They think they need a sophisticated AI-powered system when a simpler approach could achieve the same, if not better, results. This can lead to unnecessary complexities, higher costs, and longer development timelines—potentially draining resources while providing little additional value.

When to Use BI in Software Development and Modernization

BI should be considered when you need to…

    • Analyze Historical Data: BI is ideal for generating reports based on past performance to inform future decisions.
    • Monitor Business Operations: BI platforms provide dashboards and real-time monitoring capabilities, making it easy to track metrics and business health.
    • Generate Reports: BI solutions can generate automated reports that help different departments stay on top of important KPIs.
    • Improve Operational Efficiency: By understanding trends and performance metrics, businesses can streamline operations, optimize workflows, and make informed strategic decisions.

BI is best suited for organizations that need to make better use of their existing data to drive business decisions but do not require predictive or autonomous decision-making capabilities.

What is Artificial Intelligence (AI)?

Artificial Intelligence (AI) refers to the ability of machines to mimic human intelligence, performing tasks such as learning, reasoning, problem-solving, and decision-making. AI can process large amounts of data, recognize patterns, and make predictions or recommendations without explicit programming for each task.

AI systems are often predictive and prescriptive in nature, focusing on “what will happen” and “what should we do about it” by leveraging machine learning, natural language processing, and other advanced techniques.

When to Use AI in Software Development and Modernization

AI should be considered when you need to…

    • Predict Future Outcomes: AI algorithms can forecast future trends, identify risks, and generate predictive analytics.
    • Automate Decision-Making: AI can make decisions based on data patterns, helping organizations automate repetitive tasks and optimize operations.
    • Improve User Experience: AI-powered systems, such as chatbots or recommendation engines, enhance user interactions by delivering personalized experiences.
    • Handle Unstructured Data: AI excels in analyzing and making sense of unstructured data, such as text, images, and audio, which traditional BI tools struggle to handle.
    • Enable Advanced Analytics: Machine learning models can help businesses uncover hidden patterns in data that might not be obvious through traditional analytics techniques.

AI is ideal for organizations looking to go beyond historical analysis and automate complex decision-making processes, gain deeper insights through advanced analytics, or create intelligent applications that can learn and adapt over time.

When to Use BI and AI in Software Development and Modernization

In the context of software development and modernization, deciding when to use BI or AI depends on the specific goals of the project.

Software Modernization

  • BI in Software Modernization: BI is most useful during the early stages of software modernization when you need to understand existing system performance, gather insights from historical data, or track KPIs to measure progress over time. BI tools can help assess how well your current software meets business needs and where improvements are needed.
  • AI in Software Modernization: AI is beneficial when modernizing software systems to include advanced, intelligent features. For instance, if you’re adding predictive analytics, automating repetitive workflows, or improving user interactions with intelligent chatbots, AI can help bring your software into the future.

Software Development

  • BI in Software Development: For software development projects where data reporting and tracking are essential, BI tools can help developers create dashboards and analytics features that provide real-time insights to end-users. This is especially useful in industries such as finance, healthcare, and retail, where operational visibility is crucial.
  • AI in Software Development: AI is ideal for development projects requiring automation, personalization, or advanced data processing. Developers building e-commerce platforms, customer service systems, or marketing applications might use AI to create recommendation engines, automated responses, or customer behavior predictions.

Conclusion:

BI and AI are both powerful technologies that play distinct roles in software development and modernization. While BI is best suited for analyzing historical data and providing operational insights, AI goes further by offering predictive capabilities, automation, and intelligent decision-making.

The choice between BI and AI depends on the needs of the project. For monitoring, reporting, and improving operational efficiency, BI tools are ideal. When a project requires advanced analytics, automation, and personalization, AI becomes the better choice.

By leveraging compatible technologies for .NET, Java, and JavaScript, developers can harness the power of both BI and AI to create smarter, more efficient applications that drive business growth.

Intertech can guide you through evaluating your options to ensure you choose the right solution. With our real-world, transparent quotes, there are no hidden surprises, and we help you avoid scope creep that could inflate costs or extend timelines. We are here to provide clarity and ensure you make informed decisions every step of the way. Give us a call or fill out the form below.

Contact us

Fast Solutions to Consider…