🏥 Featured Evidence Bundle — Healthcare AI & Agent Environments:
Healthcare Agent Product Evidence — Operational healthcare proof, Patient Recall case study, Claims Readiness RL Environment contract, and Agent Lineage for Healthcare AI roles.
Founder of OVS Intelligence. I build agent infrastructure and vertical automation systems. My work exists at the intersection of agentic software engineering and niche operational systems (clinic operations, revenue cycles, and compliance).
I build tools that turn high-level intent into bounded, inspectable, and verifiable software changes, and apply that leverage to solve high-value operational bottlenecks.
I specialize in the operational systems of small acupuncture clinics, focusing on scheduling, billing, EHR workflows, compliance risk, patient flow, and administrative prioritization. I design and build software systems to identify and automate improvements in these workflows.
Instead of looking at clinic systems as isolated tasks, I focus on the integrated system:
How a small outpatient clinic converts patient demand, practitioner time, administrative workflows, billing activity, physical capacity, and compliance constraints into reliable revenue.
| Domain | Tactical Focus | Economic Consequence | Deliverable / Software Solution |
|---|---|---|---|
| Small-Clinic Operations | Capacity analysis, prioritized exception queues | Lost practitioner time, scheduling inefficiency | Dynamic scheduling and prioritization dashboards |
| Acupuncture EHR Workflows | Migration tools, export normalization, workflow audits | Documentation gaps, vendor data lock-in | Data translation, gap detection, custom exports |
| Revenue Cycle & Billing | Eligibility workflows, denial analysis, claim checks | Delayed or lost revenue, administrative overhead | Claims readiness validation, auto-reconciliation |
| Compliance & Risk | Readiness checklists, evidence logs, access reviews | Audit risk, policy drift, security leaks | HIPAA-compliant policy trackers, automated checklists |
| Patient Retention & Recall | Automated recall outreach, reactivation sequences | Lost patient lifetime value, leakage | Systematic patient reactivation workflows |
| Vendor Management | Payer clearinghouse setup, PMS vendor integrations | Setup delays, credentialing lag, data silos | EHR migration and integration scripts |
| Reputation & Reviews | Automated review requests, feedback loops | Low online visibility, poor search rankings | Reputation management automation |
| AI Implementation | Context routing, execution safety, AST checks | Unreliable output, token waste | Bounded agents, deterministic code engines |
A SaaS platform sitting on top of acupuncture clinic practice management systems (Jane App, Unified Practice, etc.) that adds automated patient recall outreach. It optimizes practitioner schedule density while respecting compliance boundaries.
A private TypeScript monorepo working toward bounded, isolated execution of deterministic change seeds. Graft applies AST-aware changes directly in the target workspace, then checks the result with AST parsing, builds, and worker-thread runtime validation.
A JavaScript and Python bridge for bidirectional communication between autonomous agents and human operators through Slack Socket Mode. It includes local text-to-speech, mobile-friendly artifact delivery, and image handoff for vision-capable agents.
- Agent Scaffolding: Agent orchestration and human-in-the-loop workflows.
- AST Code Mutations: AST-based code transformation and repository tooling.
- Safety & Verification: Sandboxed execution, evaluation gates, and telemetry.
- Stack: TypeScript, JavaScript, Python, Node.js, and shell scripting.
For collaboration or consulting, visit OVS Intelligence or email architect@ovsintelligence.com.