Design AI Discovery Studio
Choose the right business processes to automate.
There is usually no shortage of automation ideas. The difficult part is choosing the ones that deserve your time and money.
Discovery Studio is Digital Profit Group’s process-improvement and automation-planning offering. It maps current work, compares improvement options, and produces a prioritized plan with estimated costs, potential value, and the assumptions behind the recommendations.
What is an automation opportunity assessment?
An automation opportunity assessment examines a process to decide whether a change is worthwhile and feasible. It looks at the task volume, time spent, failure points, available information, implementation effort, and review needs. The answer may be a simpler process, ordinary automation, an AI role, or no immediate change.
A good idea still needs a business case.
Automating a poorly understood process can move the same problem faster. Buying another tool can add another handoff. Starting several improvements at once can make it hard to see which one helped.
The Studio gives the decision a clearer foundation: the current work, the cause of the friction, the options for change, and the assumptions behind the expected value.
From today’s process to a plan you can use.
Map the current work.
Bring people, steps, information, and tools into one view. See where work starts, where it goes, and what it needs to finish.
Find what is slowing it down.
Look at waiting, repeated entry, unclear ownership, missing information, and unnecessary handoffs. Separate symptoms from possible causes.
Compare the improvements.
Consider simpler process changes alongside system automation and AI. Choose the approach that fits the work rather than assuming every problem needs an AI agent.
Examine the value and effort.
Use the best available information about volume, time, cost, and implementation effort. Make assumptions visible so the estimates can be challenged and improved.
Put the work in order.
Prioritize the opportunities and their dependencies. Know what needs to happen first and what can wait.
What your plan should contain
- A view of the current process and the people involved.
- The main bottlenecks and their supporting evidence.
- Recommended improvements and the alternatives considered.
- Estimated effort, cost, and potential value, with assumptions shown.
- A proposed future process that separates human, system, and AI responsibilities.
- A prioritized sequence with a clear first implementation candidate.
Where a prototype or additional walkthrough is useful, agree it as part of the scope.
An example of a better question.
Illustrative example
Instead of starting with “Which AI tool should we buy?”, a business starts with:
“Why do approved quotes wait before work gets scheduled?”
The process review might reveal that the delay comes from a missing handoff, incomplete job information, or a decision that only one person can make.
Those findings lead to different improvements. The Studio helps compare them before implementation begins.
How it connects to the Process Analyst
If the process is not documented, the AI Process Analyst can help capture it through conversation.
Discovery Studio then addresses the next question: what should change, what might it cost, and in what order should we do it?
If you already have good process information, you can start with that. You do not need to repeat discovery simply to follow a fixed sequence.
Explore the AI Process Analyst
Questions about Discovery Studio
Do I need detailed process documents already?
No. Bring what you have: notes, examples, a rough process description, or people who understand the work. We agree how much discovery is needed to build a useful picture.
Will it recommend AI for everything?
No. A clearer handoff, simpler process, or ordinary system automation may be a better fit. The goal is a useful improvement.
Are the savings guaranteed?
No. Planning estimates depend on assumptions about time, volume, cost, adoption, and implementation. The plan should show those assumptions and explain how outcomes will be checked.
Does the Studio include building the automation?
Discovery and planning define what to build. Implementation is scoped separately unless it is explicitly included in your agreement.
Can we start with one workflow?
Yes. A focused process is often a practical starting point, especially when the business question is clear.
What is the first step?
Request a walkthrough and describe the workflow or decision you are considering. We will discuss the information available and the appropriate scope.
A useful question before the walkthrough
Read how to choose your first business automation and bring one candidate workflow to the conversation.
Make the next investment an informed one.
Start with one process and a question worth answering.