Practical AI, Grounded in Software Engineering
DTM Consulting helps small businesses improve specific parts of their operations with focused AI solutions, without taking on an unnecessarily large or risky transformation.
Meet DTM Consulting
DTM Consulting is a team focused on turning emerging AI technology into practical, working solutions for small businesses. Founder and technical lead Derek T. McKinney brings hands-on software engineering experience building complex integrated systems.
The DTM Consulting team built a production-scale, AI-integrated financial analysis platform from the ground up. The work involved much more than connecting to an AI model. It required designing architecture, coordinating automated workflows and specialized models, building customer and administrative applications, measuring outputs, controlling costs, writing extensive tests, and creating a safe deployment process.
That experience shaped the DTM Consulting philosophy: small businesses gain the most from AI when they begin with a real operational problem, implement a focused solution, and expand based on demonstrated value.
The DTM Consulting Approach
- Start with the business problem, not the AI trend.
- Choose focused improvements with a clear path to value.
- Integrate with existing people, processes, and systems.
- Keep human judgment and accountability where they matter.
- Measure outcomes before expanding the solution.
Work with DTM Consulting
If you are exploring AI but want a practical path forward, let’s identify a useful place to begin.