It’s the manual steps between systems. A clinician copies a lab result from one screen to another. A compliance officer re-enters data from an email into a spreadsheet. The algorithm works fine. The process around it is held together by copy-paste and hope.
The expensive part isn’t the model
It’s the forty minutes a day your team spends routing data between systems that don’t talk to each other. I automate the connective tissue — data routing, status checks, approval workflows — so your people make decisions instead of doing data entry.
Automation that respects the chain of command
Regulated industries have approval chains for a reason. I don’t bypass them. I automate everything around them: routing the right data to the right approver, tracking status, escalating when deadlines pass, logging every step for the audit trail. The human still decides. The system makes sure they decide on time, with the right information.
What ships
System integration between EHR, analytics, and reporting tools. Automated routing of messages, results, and alerts. Approval workflows with escalation rules. Audit logging that satisfies compliance review without manual assembly.