Don River AI: Turning AI Potential into Business Value

We believe AI is the most important technological shift of our lifetimes. We help entrepreneurs and executives understand what it means for their businesses and harness its potential through strategic guidance and hands-on technical implementation.


AI is more than a model

AI is more than just a model. Foundation models provide powerful general-purpose intelligence, but creating real business value requires context, custom agents and ML models, and processes that allow humans and AI to work together. Don River works across the entire stack to design AI solutions that create sustained business value.

Applied AI stack: human and AI workflows, AI agents and ML models, raw data, data models, semantics and direction, supported by software and infrastructure.

How We Work

We work with clients from strategy through implementation. Our engagements are designed to identify the right opportunities, prove what works, and put successful solutions into production.

  1. Build a shared understanding of AI’s potential and identify where it can create the most value for your business. We work with your team to assess opportunities, prioritize use cases, and develop a practical roadmap that defines what to build, what it requires, and where to start.

  2. Take a priority AI use case from concept to working prototype. We design the workflow, bring together the necessary data and tools, and build and test the solution in your business environment. You leave with evidence of what works and a clear path to production.

  3. Turn a proven AI solution into a reliable part of your day-to-day operations. We build the production system, connect it to your existing tools and data, and establish the workflows and human oversight needed to run it. Once deployed, we measure performance and refine the solution as your business needs evolve.


Our Team

Sketch portrait of Will Dick

Will Dick

Will brings deep expertise at the intersection of AI, business strategy, and technical implementation. He previously founded CVM Data Sciences, where he led AI and data initiatives for Fortune 500 companies including Toyota, Verizon, and Enbridge. Will teaches AI and data science at Seneca College, has graduate training in AI from Stanford, and placed second in the 2025 ARC-AGI-3 Preview Agent Competition, a leading AI reasoning competition.

Sketch portrait of Ian Bateman

Ian Bateman

Ian brings more than a decade of experience across capital markets, investment management, and alternative investments, with a deep understanding of the financial services industry. He works with Don River’s financial services clients to identify opportunities for AI and translate industry needs into practical business applications.


Get in Touch

Interested in exploring what AI could mean for your business? Get in touch.

hello@donriver.dev