VIEWpoints-Issue-2-2026 | Page 11

Digital transformation solutions.

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AI SHOULD SOLVE A PROBLEM— NOT JUST CHECK A TECHNOLOGY BOX.
Successful AI adoption starts with a strong business case, not a rush to get on board with the latest technology buzz. Without a clear end game, it’ s extremely easy to rack up costs through unnecessary tools and poor implementation.
Proper program setup takes digging into what AI can help you achieve and weighing that benefit against the total cost, including initial setup, ongoing maintenance, training, software licensing and internal resources.
It’ s also important to remember that implementation is rarely as easy as advertised. Many organizations underestimate the work required to prepare data, integrate systems, establish governance policies and train employees to use AI effectively.
Without a clear business objective and measurable return, organizations can find themselves spending significant resources on tools that fail to deliver meaningful value.
Here to Help
At the end of the day, software isn’ t inherently difficult to build. Implementing it in your own environment in a way that benefits your business is the hard part. Look to the specialists at Doeren Mayhew affiliate GRIFFIN Global Technologies to help you evaluate AI opportunities, establish the right controls and implement a company-managed platform designed to deliver long-term business value
About the Author
MATT TURNER
PRINCIPAL, GRIFFIN GLOBAL TECHNOLOGIES, A DOEREN MAYHEW COMPANY matt. turner @ thh-llc. com
Matt Turner is an accomplished entrepreneur with extensive experience founding and scaling technology service companies. Drawing on his background in management, finance and operations, he helps organizations leverage software, AI, cloud and digital transformation solutions to improve efficiency, drive growth and create lasting business value.

Digital transformation solutions.

Through our expanded technology and AI capabilities, Doeren Mayhew delivers software development, AI automation, data analytics and technology consulting solutions designed to help organizations innovate, scale and operate more efficiently.
Using a hybrid shoring model, GRIFFIN Global Technologies blends local strategic leadership with global talent delivery, giving our clients the speed, scalability and cost efficiency of a distributed technology team.
Key Service Offerings
• AI-powered custom software, including web applications, custom integrations and cloud solutions
• Data analytics and reporting, including custom dashboards and AI-enabled insights
• Data intelligence, including automation through AI-driven workflows and cloud-based decision platforms
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