The phrase 'AI strategy' has been diluted by buzzwords, but what it means in practice is straightforward: figuring out which parts of your business AI can make faster, cheaper, or more effective — and then doing something about it. Dune Commerce approaches this as a structured consulting engagement, not a set of vague recommendations.
Our process begins with an AI audit. We examine your current operations, data assets, tooling, and workflows to identify where AI creates the most leverage. We are looking for high-impact, low-friction opportunities: areas where AI can reduce manual work, improve decision-making, or accelerate output without requiring a major infrastructure overhaul.
From the audit, we build a prioritized roadmap. This document does two things: it tells you what to do first and why, and it tells you what not to pursue yet. Most businesses benefit from starting with two or three focused AI initiatives rather than a sprawling transformation. Clarity beats ambition at the start.
Implementation is where many AI strategy engagements stop short. At Dune Commerce, we stay involved through the build phase. Using our custom tool building and vibe coding capabilities, we can take items from the roadmap directly into production — dashboards, automations, AI-enhanced workflows — without handing off to an external development team.
Who this is for: businesses with strong domain knowledge but limited AI fluency, companies that have experimented with AI tools but lack a coherent strategy, and leadership teams that need a clear picture of where AI fits in their growth plan. Industry is secondary — the pattern of untapped opportunity is remarkably consistent across verticals.
Frequently asked questions
What is an AI strategy?
An AI strategy is a structured plan that identifies where artificial intelligence creates value in a specific business and defines how to implement it. A good AI strategy is grounded in an honest audit of current operations and data, and it produces a prioritized roadmap with clear, actionable steps rather than a set of abstract recommendations.
How do I know if my business is ready for AI?
Most businesses are ready for some form of AI adoption today. Readiness is less about technical infrastructure and more about having clear business goals and a willingness to experiment. If you have data you are not fully using, manual processes you want to accelerate, or growth targets that feel out of reach with current resources, those are strong signals that an AI strategy engagement would be productive.
What does an AI audit involve?
An AI audit is a structured review of your business operations, data assets, existing tools, and workflow patterns. Dune Commerce examines where work is being done manually that AI could accelerate, where data is being under-utilized, and where AI-powered tooling could create a competitive advantage. The output is a prioritized list of opportunities with estimated impact and implementation complexity.
How long does an AI strategy engagement take?
A focused AI audit and roadmap typically takes two to four weeks from kickoff to delivery. Implementation timelines vary depending on the scope of initiatives selected from the roadmap — individual tools and automations can often be built in days using vibe coding techniques, while more complex integrations may take longer.