Systems & Innovation
Good clinicians work inside referral pathways that fail people, documentation tools that fight them, and reporting that tells them little. I spend my working days on that layer.
What produces psychological change that lasts is not only a clinical question. It is also an operational one. People cannot use treatment they cannot find. Clinicians cannot think well inside tools that fight them. Outcomes cannot be understood if the only thing the system records is whether a score moved.
I currently work in behavioral health operations and systems design at Peak Forensic Psych Services / Peak Memory Clinic, across multiple sites. At a high level that means clinical operations, workflow design, treatment-delivery infrastructure, documentation processes, reporting, and the internal tools that surround care. I am not describing proprietary systems here. The interesting part is the shape of the problems.
The professional strength I keep returning to is fairly simple: sit with an ambiguous, inefficient, or poorly named operational problem long enough to see the system underneath it, then design something practical. Software fluency helps. It is not the point.
It is still unnecessarily difficult for someone to identify a clinician who is genuinely suited to their particular needs: not merely available, nearby, or well marketed, but a real therapeutic fit. Matching remains one of the least solved problems in mental health care, and people pay for that failure with months of the wrong work.
Many EHRs, documentation tools, and practice-management systems are expensive, fragmented, and built around billing rather than thinking. Clinicians experience the note as part of clinical work. Most software treats it as an administrative leftover. I am interested in making these systems cleaner, more useful, and less intrusive.
There are places where machine assistance might usefully support assessment, documentation, decision support, treatment selection, or outcome measurement, if it stays narrow, auditable, and subordinate to human clinical judgment. The posture is not that AI will replace therapists. The interest is reducing unnecessary friction around care.
How the days are actually spent
These are the kinds of problems the work tends to involve. They are not a list of services, and they are not a tour of any one organization’s internals.
Peak Forensic Psych Services / Peak Memory Clinic. Clinical operations, workflow and systems design across multiple sites.