AI capability for small and mid-sized businesses
If you run a small or mid-sized business, the solutions on this page help you turn AI from scattered experiments into working capability that you chose deliberately, built properly, use every day and can prove is worth the money. You probably don't lack AI ideas, tools or demos. What tends to be missing is the unglamorous part. That means a clear decision about what to do first, a pilot that settles the question, a system your team actually runs on a Monday morning, and confidence that nobody is putting client data somewhere it shouldn't go.
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Strategy & Roadmap
Lots of AI ideas, vendor demos and department wish lists, but no clear decision on which are worth doing, which to drop, and what comes first?
Explore →Proof & ROI
Tried AI pilots that ended in demos or slide decks, and still can't say if it's worth the money? Here's how to test AI on your own data so you get a clear yes or no.
Explore →Implementation & Integration
Your AI pilot looked great but never became something the team runs every day. Stuck between demo and production, with messy data and no clear owner?
Explore →Adoption
You've bought the AI licences and run the training, but most people still work the old way, pilots never spread beyond one team, and seats sit quietly unused.
Explore →Governance & compliance
Staff are pasting client data into ChatGPT, clients and regulators are asking about your AI, and you're not sure what's actually running or who can see what.
Explore →Marketing solutions
AI copy that sounds like everyone else's, new tools that don't talk to your old ones, and no clear sales to show for it? See what to demand from a marketing AI provider.
Explore →
About these themes and listings
Strategy and roadmap work is about narrowing your options, often by deciding what not to automate and judging readiness one workflow at a time. Proof and ROI covers pilots on your own data with a success measure agreed before anything is built, designed so that a no is as clear as a yes. Implementation and integration deals with the distance between a promising demo and a system that is monitored, owned and written into how work gets done. Adoption treats usage as a change in how your teams work, measured in hours freed up, not licences activated. Governance and compliance starts from what is really running in your business and who can see what, then gives your staff a safe path that is easier than the shadow one. Marketing solutions tackle generic output, disconnected tools and the question of who owns what gets built.
Each listing is a solution, meaning a specific piece of work a provider will do for you. It sets out the problem it solves, how the provider goes about it, and what their own published material shows about having done it before. The summary behind each theme draws on the most insightful solutions published in it, so it reflects how experienced practitioners think about the problem and not just what they sell.
Choose the most relevant tile to compare provider solution approaches and insights. To receive bespoke proposals scoped to your brief, send your problem to us for free.