Power Platform Community Forum Thread Details

Hi,

My team is planning to develop several processes using Power Automate Desktop, Cloud Flows, and AI Builder. We are looking for a complexity matrix that can help us classify processes as Low, Medium, or High complexity.

It would be very helpful if anyone could share a standard complexity matrix or any reference material that we can use.

Regards,
Srini

Categories:

Power Automate Desktop

Where I work, we don't have a single universal complexity matrix for Power Automate Desktop, Cloud Flows, and AI Builder, but a practical matrix can be built around the factors that most affect delivery effort and risk. In my experience, complexity depends on several things:

Process clarity: Are the business goals, inputs, outputs, and process owner clearly defined?
Team capability: Does the team already have the skills needed for APIs, connectors, Dataverse, approvals, AI Builder, and desktop automation?
Process size: How many steps, decision points, exceptions, and handoffs are involved?
Tooling: Does the automation require one tool or a combination of Power Automate Desktop, Cloud Flows, AI Builder, and other services?
Technical dependencies: Are premium connectors, custom APIs, SharePoint lists, Dataverse tables, or multiple environments required?
Governance and support: Is there a process owner, stakeholder buy-in, and clear support for change and testing?
As a simple rule of thumb, a low-complexity process is usually well-defined, uses one main tool, has few steps, and stays within standard connectors. Medium complexity typically involves multiple steps, a few integrations, and some exception handling. High complexity usually means multiple tools, API or premium connector use, custom logic, more approvals, more exceptions, and stronger dependency on team expertise.

The biggest barrier to developing a matrix is that it depends on who is doing the work. Something I think is simple you may think is complex. In addition to the above of course.