Is Your AI Use Case Ready to Build?
Answer 8 questions about how you plan to use AI. Get an honest assessment of whether the use case is defined enough to build — and what to do next if it isn't.
What do you want AI to do in your product or workflow?
The clearer the task, the faster we can scope the right approach.
Why we built this assessment
Most teams that come to us want to use AI in their product or workflow — not build AI from scratch. The challenge is usually the same: the use case is real, but the details that determine build approach, timeline, and cost haven't been defined yet. What does the AI need to do specifically? What happens when it's wrong? Where does it connect to the existing system?
This assessment tests the eight things we evaluate in every scoping conversation. If you score well, the use case is likely ready for an integration engagement. If you don't, the gaps are usually fixable with a focused strategy session. Either way, you'll know where you stand.
Is the task specific enough to scope, build, and measure?
Is the data, system, and team ready for AI to plug in?
Is there a plan for when the AI is wrong?
What happens after the assessment
You see your score and what it means
Each question maps to a real factor we evaluate in every engagement. Your breakdown shows which areas are strong and which need work.
You book a consult if the fit looks right
High score? We confirm the approach in a 30-minute call. Medium? A strategy session sharpens the plan. Low? We'll point you in the right direction.
We scope it and build it
If the use case fits, we define the integration plan, choose the right approach, and build it with the guardrails and monitoring it needs for production.
Common questions
I want to use AI but I'm not sure where it fits. Is this still useful?
Yes. A low score doesn't mean AI is wrong for your business — it means the use case needs more definition. The assessment shows you exactly which areas need work, and a strategy session can fill in the gaps.
Is this for people building AI models?
No. This is for teams that want to use AI in their product or workflow — integrating LLMs, automating processes, adding AI-powered features. If you're fine-tuning models or building ML infrastructure, our ML & Big Data practice is a better fit.
Is this actually free?
Yes. No signup, no email gate. We built this because every AI scoping conversation starts with these same questions. It saves time for both of us.
What kinds of AI integrations do you build?
LLM integration with RAG and orchestration, document processing and extraction, classification and routing, content generation with guardrails, human-in-the-loop review systems, and workflow automation. Full details here.
Ready to evaluate your AI use case?
Take the assessment above, or skip straight to a conversation. Either way, we'll tell you honestly whether the use case is ready to build.