Most small professional practices — law offices, medical groups, financial advisors, dealerships — run on manual process. Staff copy data between systems. Reports get assembled by hand. Follow-ups depend on someone remembering. The work gets done, but it takes more people and more hours than it should.
I build AI systems that replace those manual workflows with automation that actually runs. Not chatbot wrappers. Not slide decks about what AI could do. Working systems, deployed on infrastructure you control, doing real work every day.
Multi-model routing that picks the right AI model for each task — fast models for simple work, capable models for complex reasoning, local models for sensitive data. Provider-agnostic, so you are not locked into any single vendor. Workload-based routing means swapping the underlying model is a configuration change, not a rewrite.
Custom pipelines that handle the repetitive operational work in your practice. Contact follow-up scheduling, document preparation, lead qualification and triage, market monitoring. Built around your existing workflow, not a generic SaaS that forces you to change how you work.
Structured knowledge bases that AI agents can search and reason over. Client history, deal context, internal procedures — captured, embedded, and retrievable by meaning rather than keyword. Builds institutional memory that persists across staff changes and grows more valuable over time.
Every engagement starts with understanding your current operations — what is manual, what is fragile, what costs you the most time. From there I design a system scoped to your highest-value bottleneck, build it, deploy it on infrastructure appropriate to your needs, and verify it works in production before moving on.
I work in English and Spanish. I am based in San Antonio and available remotely.
If this sounds relevant to what your practice needs, reach out: [email protected] or (210) 459-8898.