Behavioral health has long lagged behind the rest of the healthcare industry. Although hospitals and specialized care practices have changed their storage, imaging, and data analysis from manual paper formats to automated and digitized tools over the past two decades, most behavioral care still operates on episodic visits separated by weeks of silence, and less precise medicine.
Patients tend to struggle more in the gaps between appointments. This is precisely when doctors are less visible in the patient’s experience and mental health situation. That structural gap, combined with increasing physician burnout rates, high staffing levels, and growing demand, is driving the need for a different model of care. Many health care leaders and providers now see an opportunity where clinical practice must be properly integrated with the technology used so that care feels connected, personalized, and responsive to patient needs for outcomes and quality of care and the realism of their experience.
Jimini Health: Leading the Shift to Continuing Care
The general consensus among behavioral health executives is that the next three to five years will bring a shift from episodic therapy to something more progressive.
Technology should help physicians and care delivery teams understand what is happening in a patient’s life during a visit, early in the care chain to create opportunities to intervene before the situation escalates. This distinction is important in today’s era where AI tools and discovery have proliferated across healthcare use cases and settings, but continuity remains a blind spot. Continuity is not just an easy thing in moral life; it is clinical diversity that drives adherence to treatment plans and ongoing patient engagement. In fact, these two are the strongest predictors of long-term outcomes. When patients are quick to quit, their health and the organizations that treat them pay the price.
The idea became the foundation of Jimini Health, founded by CEO and Co-Founder Luis Voloch and his founding team. Voloch has spent most of his career developing systems for analyzing high-altitude environments. He previously founded an AI-driven Cancer immunotherapy company that reached a valuation of over $1 billion, and has taught data science at the graduate level. Prior to that, he was in Palantir’s ML team, and won MIT’s Best MSc Thesis Award in Computer Science (among all Phd track students).
After reviewing the state of behavioral health, Voloch rightly concluded that the field was decades behind in acquiring modern tools. The need of the hour was not only to embed AI and general chatbots that can automatically change patient questions and replace doctors, but to increase technical capabilities to increase access to care for patients. In this way, it can help keep providers informed and patients at the most important times, without adding to the workload of doctors and administration.
“We believe that AI-powered care technology will be the third important and missing part of the trifecta, along with human doctors and drugs,” Voloch said.
The platform helps patients stay engaged with their treatment plans, it’s empowering evidence-based therapies, support medication adherence, and provide systematic support between appointments.
Sage: Not a Point-Based Tool, but a Care Team Member
Jimini’s main argument is that moral health cannot be provided by the tools that permeate the consumer market. General purpose automation, custom chatbots and direct-to-consumer clinical applications are built around the clinical context of each patient, and operate without clinical supervision. The company’s flagship platform, Sage, works as a supervised member of the maintenance team instead of a standalone application. The platform helps patients stay engaged in their treatment plans, reinforces evidence-based treatments, supports medication adherence, and provides structured support between appointments. All interactions are based on the patient’s care plan and are always visible to the supervising clinician.
In an industry where continuity and adherence directly affect results, Sage is built with a strong focus on security, privacy, governance, performance oversight, and compliance. For providers and clinical staff, Sage is designed to work within the existing clinical workflow without disrupting routine and critical operations, keeping the entire team involved informed and in control of patient contact between appointments.
Designed for Compliance and Oversight
Jimini designed Sage to support HIPAA-compliant deployments and work within federal and state healthcare requirements, with licensed physicians maintaining oversight of patient interactions. The company has also invested heavily in clinical management, safety structures, and operational procedures that prioritize accountability and responsible shipping.
Additionally, the platform’s security frameworks were developed with input from clinical consultants affiliated with institutions including Harvard Medical School, Stanford, Yale and Dartmouth, as well as experienced researchers at Google DeepMind. For healthcare managers measuring adoption, that level of clinical rigor in a team is important.
No More Administrative Burden
Beyond patient engagement, Sage eases the administrative burden on clinical teams. Providers often spend significant time reconstructing and interpreting what happened between appointments, reviewing patient reviews, medical history notes and patient history, and logging to understand the patient’s condition. Sage organizes that information into an easy-to-review and clinically relevant format. This helps to reduce the administrative work for nurses and care providers without needing to be available 24/7, making time for more additional work that requires professional judgment: making clinical decisions and direct patient care.
Early Results and Evidence of Sage
Jimini reports that in all of its early deployments, patients and therapists have been willing to engage with the platform. The company says Sage has been used to support patients and reduce early care. This problem has had clinical and commercial consequences for behavioral health organizations.
One metric Jimini tracks closely is patient adherence, given its strong correlation with long-term outcomes. According to the company, several early deployments have shown meaningful improvements in adherence and strong patient acceptance and physician engagement. Jimini says he intends to publish white papers and peer-reviewed studies in the coming year to confirm those observations.
Key Success Indicators for Managers
As technology tools and their adoption proliferate throughout healthcare, senior leaders and IT decision makers are asking tough questions, looking for tangible evidence of security and compliance. Recently, they have also been evaluating AI tools and platforms based on their deployment methods and feasibility without disrupting existing operations, as well as ensuring that the platform’s capabilities can be easily embedded in a responsible clinical environment.
Jimini has been tracking measurable results, seeing improved adhesion as a consistent result in all use cases. Adherence translates into better patient outcomes and a direct impact on organizational mindset, which behavioral health leaders need to justify their investment.
The Way Forward
In the near term, Jimini plans to expand partnerships with behavioral health organizations and expand Sage’s capabilities across additional care settings, clinical support planning, patient populations, and diagnostics. The $17 million seed round, bringing the company’s funding to more than $25 million, is intended to support that growth.
Looking further, Voloch pointed to the nature of the policy as a key factor. In addition to working with healthcare organizations directly, he said he would like to see more programs modeled on government reimbursement programs that reward technology to drive clinical outcomes, especially AI deployed alongside, and not in place of, human physicians.
In an industry that has long treated care as a series of disconnected appointments, the new mandate is straightforward: close the gaps between visits, keep doctors in the center, and let the results speak for themselves.
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