Artificial Intelligence
Artificial intelligence roadmap
AI can solve plenty. But if it’s not tied to clear outcomes, you’re just wasting money. How do you make sure that it actually earns its keep?
At CA, we can build an artificial intelligence roadmap for your company to generate practical use cases that match your priorities.
Every business has different goals and constraints, which is why we adapt proven frameworks to match your company’s data maturity and internal capabilities. We look at how your business actually runs and then identify the specific changes needed to make AI deliver results — all without introducing risk or unnecessary cost.
What discovery frameworks do we use?
Lean Value Tree
We break your broad AI ambitions into smaller, workable goals. By linking high-level objectives to specific opportunities and cutting out distractions that don’t serve the intended end results, we help your team zero in on actions that improve throughput or efficiency.
Value Stream Mapping
We trace how work moves through your organisation to see where time is wasted and where handoffs break down. Once that’s clear, we pinpoint where you can apply AI to streamline the flow or stabilise performance.
Customer Journey Mapping
We walk through your product or service from a user’s point of view to see where drop-offs and repetitive service steps may be interrupting the flow, and then identify how AI could be used to smooth out interactions.
Solution Ideation
Finally, we work directly with your teams to pressure-test specific ideas against your current systems and constraints. We then turn the most viable use cases into clear and actionable steps for your artificial intelligence roadmap.
AI implementation support
After the planning phase, we stay involved to make sure that your roadmap isn’t just theoretical. We will help you define the technical tasks and structure the delivery plan so that your teams can start building and deploying AI solutions.
Strategic mapping and prioritisation
We trace points of friction and link them to practical applications that match your systems and data. Each opportunity is assessed for effort and impact. We then work with your teams to prioritise what’s realistic to build now.
AI implementation support
We help define the technical work required and structure the delivery plan so your teams can begin building and deploying.
Teach-ins and demos
We organise hands-on sessions using real data and tools already in your stack. These sessions can help your internal teams understand how your AI will work in context and what’s needed from them to support or extend it.
Roadmap refinement
We document a working artificial intelligence roadmap to your internal capabilities and timelines. You will get a clear, execution-ready plan your teams can use to build and iterate.
AI implementation support
We help define the technical work required and structure the delivery plan so your teams can begin building and deploying.
Teach-ins and demos
We organise hands-on sessions using real data and tools already in your stack. These sessions can help your internal teams understand how your AI will work in context and what’s needed from them to support or extend it.
Roadmap refinement
We document a working artificial intelligence roadmap to your internal capabilities and timelines. You will get a clear, execution-ready plan your teams can use to build and iterate.
Frequently Asked Questions
How long does it take to build an AI roadmap?
Most artificial intelligence roadmap projects take between 4 and 8 weeks. We can adjust timelines to fit your internal cycles.
Do we need a mature data environment to start an artificial intelligence roadmap?
No. We’ll assess your current data landscape and recommend realistic paths forward, whether that means cleaning up what you already have or building from scratch.
What if we don’t have in-house AI expertise?
That’s fine. We can guide your team through the process and work in plain language. You don’t need data scientists on staff to begin — just a willingness to collaborate.
Can you help us after the roadmap is done?
Yes. We can support pilot testing as well as vendor evaluations and risk reviews to help you move from roadmap to real implementation.