The first workflow should be a quick win
An AI project does not need to begin with a complex, practice-wide transformation. A better first step is a bounded workflow your team already knows well: a repetitive workflow with clear inputs and a designated owner for exception handling.
The goal is not to remove people from the process. It is to automate the repetitive path so skilled staff can focus on the cases that need their judgment, escalation, or clinical context.
Automatable workflows satisfy 5 criteria
High volume
Start with work done often enough to create value quickly.
Repetitive work
The same steps and information are repeated across systems.
Data is available
Required records and documents are ready at the start.
Workflow clarity
The standard path, exceptions, and owner are defined.
Significant cost
The work consumes staff time, causes delays, or loses revenue.
Common high-value starting points
Before the claim
Eligibility &benefits
Priorauthorization
Credentialing& enrollment
Formfilling
After the claim
Claimcleanup
Denials & A/Rfollow-up
Paymentposting
EHR dataentry
What to avoid automating first
AI can support qualified people, but it should not replace their judgment where clinical, legal, or professional accountability is involved.
Coding and charge-capture decisions
Coding decisions with compliance or legal accountability require qualified review.
Clinical judgment
Diagnosis, treatment selection, and medical necessity remain with licensed clinicians.
Provider attestations and final sign-off
Provider signatures, attestations, and professional judgment remain human-owned.
Patient safety and complex escalations
Patient safety risks, complaints, and unclear cases need qualified escalation.
Enable your team to focus on what matters
Automating a workflow does not mean removing the human element. It means the repetitive path can be automated while your team handles exceptions. Clinical judgment stays with the clinical team, and your team remains accountable for the outcome.
Not sure where to start?
Score one workflow against the Clicks automation framework to see whether it is a strong candidate for automation.
Start with one workflow
Show us the workflow. We standardize it, build the agent, and guarantee the outcome.
