The operator behind the system.
Dr. Jesus Recio is a high-acuity clinician turned operator-investor, building AI systems with the same rigor he brought to cardiac and thoracic anesthesia. The thesis is clinical, the architecture is institutional, and the output is accountable to outcomes.
The most expensive intelligence in healthcare is not the operating room. It is the gap between what clinicians know, what operators decide, and what systems actually do.
Dr. Jesus Recio trained as a Doctor of Nurse Anesthesia Practice and built a clinical career in the operations that do not forgive error: cardiac, thoracic, vascular, and complex GI cases. The discipline of high-acuity anesthesia is precise, time-critical, and unromantic about results. Either the patient is stable, or the system has failed.
That bar shapes everything Strategix builds. The firm exists because the same operational gaps Dr. Recio observed inside hospitals, broken intake, denied claims, missed prior auths, unstructured clinical knowledge, repeat at scale across professional services and acquisition portfolios. AI is the leverage, but the thesis is operational.
We do not sell AI. We sell systems that are accountable to outcomes, with the operator's lens that turns intelligence into institutional value.
Today, Dr. Recio leads a multi-entity ecosystem under Recio Holdings, anchored by Crownestone Capital as the active acquisition platform and Strategix AI Partners as the intelligence layer. The architecture is deliberate: capital deployed through Crownestone, operations refined inside the portfolio, and AI infrastructure that compounds across both. The same operator runs all three.
When Strategix engages an external client, the firm shows up with the credentials of a builder, the discipline of a clinician, and the perspective of an investor who has to live with the system after the engagement ends.
A foundation built on operational rigor.
Active high-acuity practice in cardiac, thoracic, vascular, and complex GI anesthesia. The standard of care that informs every system Strategix ships.
Crownestone Capital deploys capital across healthcare and cash-flowing businesses through SBA and seller-financed structures, building a track record of operator-led acquisitions.
Strategix AI Partners founded as the intelligence layer across the ecosystem and the firm through which Dr. Recio engages external mandates in healthcare and acquisition operations.
Three roles, one operator.
The advantage compounds when capital, operations, and intelligence sit under the same decision-maker. The internal ecosystem is the laboratory; the external AI work is what travels outside it.
Operating ecosystem
- 01Founder & Managing PartnerStrategix AI Partners · AI infrastructure layer
- 02Founder & Managing PartnerCrownestone Capital · Active acquisition platform
- 03Principal AnesthesiologistRecio Anesthesia, PLLC · Florida practice
- 04Managing MemberRecio Holdings · Holdco and family-office layer
Earned domain experience
- A.High-acuity clinical operationsCardiac · Thoracic · Vascular · GI
- B.Healthcare practice operationsScheduling · RCM · Documentation · Compliance
- C.SBA-driven acquisitions7(a) · seller financing · SPV structures
- D.Multi-entity governanceHoldco · trust · family-office architecture
- E.AI systems & deploymentMulti-agent · RAG · workflow automation
The principles that shape every engagement.
"Either the system is accountable to the outcome, or the system has failed."
From the operating room to the boardroom, the standard is the same. We do not ship demos. We ship systems that own a result, with monitoring, observability, and a human-in-the-loop where the stakes demand it.
"AI is the leverage. Operations is the thesis."
Most firms sell AI. We sell the operational intervention that AI makes possible: faster diligence, fewer denials, cleaner intake, compounded knowledge. The model is not the product. The outcome is.
"Build for the long horizon, not the demo."
The systems we deploy live in production for years. We architect for reliability, evaluation, and graceful evolution as models, data, and the business itself change. The cheapest system is the one you do not have to rebuild.
Bring an operator to the thesis.
Strategix takes a small number of mandates each quarter, selected for fit. If your problem is operational, the conversation is worth a call.