The ARC-AI Framework™
Assessment. Redesign. Change.
A practical model for scalable oversight.
The ARC-AI Framework™ is Shaping Development's solution for helping human services organizations identify supervision bottlenecks, redesign oversight workflows, and implement sustainable change — without adding to the burden of the people already responsible for quality clinical care.
A
Phase one
Assessment
We start by mapping where oversight is breaking down. That means looking at supervisor capacity, QA review processes, documentation risk, and where leadership visibility is limited or inconsistent. The goal isn't a generic audit — it's a clear picture of what's actually happening across sites and teams.
R
Phase two
Redesign
Once we know where the system is struggling, we redesign it. That includes supervisory workflows, QA review queues, escalation pathways, and the reporting structures that help leaders stay informed without being in the weeds. Redesign is specific — built around what your organization actually needs, not a generic framework dropped in from outside.
C
Phase three
Change
New systems don't hold without support. We work alongside leaders during rollout — helping with pilot planning, staff training, and ongoing monitoring so changes take root in real operations, not just on paper.
Ready to start?
The ARC-AI Assessment™ is the first step.
Most engagements begin with a structured assessment that gives your leadership team a clear picture of where oversight systems are breaking down — and a roadmap for what to do about it.