Welcome to the H/I Era

Darwin H/I brings Healthcare Intelligence into the moments that matter

Pharmacy benefits are moving faster and becoming more complex.

New therapies are creating opportunities for better care while introducing new clinical and financial challenges. Health plans need greater visibility and control. Clinical and operational teams need information they can understand and act on. And the people navigating their benefits expect timely answers that reflect their individual needs.

Meeting those expectations requires more than adding technology to the processes that already exist. It requires a more intelligent way to connect information, support decisions, and move work forward.

Abarca has been building toward that more intelligent way for years. Through Healthcare Revolution Partners, the strategic combination of Abarca and LucyRx, that work now brings together technology, clinical capabilities, and experience to advance a more intelligent pharmacy benefit ecosystem.

Welcome to the H/I era.

Intelligence By Default

For more than 20 years, Abarca has pursued a better way to manage pharmacy benefits. That commitment led us to build Darwin, our cloud-first pharmacy benefit operating system designed to manage the full A-to-Z of pharmacy benefits through one connected platform.

Darwin H/I (Darwin Healthcare Intelligence) represents the platform’s next evolution and our view of how intelligence should work in healthcare.

H/I brings intelligence into the workflows and decisions that shape the pharmacy benefit experience. It is purpose-built for pharmacy, grounded in the right data, designed for auditability, and structured to support human judgment.

With Darwin H/I, intelligence becomes the default rather than an additional layer that people must learn to navigate.

The goal is not simply to automate more work. It is to make intelligence useful to the people doing the work.

For health plans, that means greater visibility into how their pharmacy benefit operates and clearer information to guide decisions. In the case of clinical and operational teams, it means reducing administrative burden and making relevant information available sooner.

For the people affected by those decisions, it means a pharmacy experience that can become easier to understand and more responsive to their needs.

Healthcare Intelligence In Motion

A revolution is a rotation. As individual lines move, they connect, intersect, and build on one another until a larger pattern takes shape.

Darwin H/I puts intelligence into that motion across data, workflows, decisions, and people. Information becomes clearer. Decisions become easier to understand. Action moves forward with greater confidence.

This is how complexity begins to resolve into clarity.

Four Tenets That Define H/I

H/I is guided by four tenets. These are not simply product attributes. They define how intelligence should behave and what people should expect from it.

Transparency means making information and decision paths easier to see, trace, and understand.

Humanity means remembering that behind every claim is a person with goals, concerns, and circumstances that cannot be reduced to a transaction.

Boldness means challenging processes the industry has accepted as normal and pursuing better ways to manage pharmacy benefits.

Accountability means ensuring recommendations can be reviewed, decisions can be explained, and people remain responsible for their impact.

Together, these tenets establish a higher standard for intelligence in healthcare. Speed matters, but speed without clarity cannot create trust. Automation can reduce administrative work, but it should strengthen human judgment rather than bypass it.

Every decision should be traceable. All the recommendations should be explainable. Every outcome should be accountable.

That is our point of view on AI. Healthcare does not need more technology for technology’s sake. It needs intelligence that people can see, question, and trust, and that people remain responsible for. We run the intelligence; the intelligence does not run us.

What Should Health Plans Expect From Healthcare Intelligence?

H/I should do more than generate an answer. It should create clarity, support action, and help people make better decisions with confidence. When evaluating whether their PBM and the intelligence behind it are keeping pace, health plan leaders should ask:

1. Visibility: Can we see the information and logic behind each decision?

2. Relevance: Is the intelligence purpose-built for pharmacy benefits and grounded in the right data?

3. Actionability: Does it help teams make decisions and move work forward sooner?

4. Value: Does it surface emerging cost drivers sooner and help deliver savings?

5. Accountability: Can recommendations, decisions, and outcomes be reviewed and explained?

6. Humanity: Does it support human judgment and improve the experience for the people involved?

If the answer to those questions is yes, intelligence is doing more than adding speed. It is helping create a pharmacy benefit experience that is clearer, more responsive, and easier to trust.

An Evolving Suite, Not A Static Portfolio

Darwin H/I brings these tenets to life through a suite of solutions that keeps evolving, just as AI does. It did not begin with this launch. Each solution has built on what came before, and each has taught us something about what comes next.

Darwin Target, Darwin Automate, Darwin Source, and Darwin Tracer laid the foundation for the H/I vision. First, Darwin Target leveraged machine learning models before the generative AI explosion. Then, Darwin Automate achieved efficiencies through robotic process automation. Building on that, Darwin Source maps Darwin’s source code in a way that enables engineers to build better AI solutions. And Darwin Tracer tracks claims through multiple decisions and modules, so the logic behind each outcome can be documented and explained.

Today, Abarca’s three newest solutions show what this evolution delivers in practice. Darwin Context, the platform’s intelligent information layer, connects Abarca’s data across all domains so that users and apps alike can understand any relevant code, configuration or documentation to make more informed decisions. Charlie, Darwin’s assistant, gives every user an easier interface to the platform: asking questions, understanding claims, simulating scenarios, organizing prior authorization information, and taking action while keeping people in control.

Darwin PAth delivers efficiencies across the prior authorization and coverage determination process, enabling the evolution of our Better Care Program to deliver savings while keeping clinicians in the loop to make final decisions.

Darwin Companion, the evolution of the pharmacy portal, and Darwin Predict, a predictive drug trend management model built on Abarca’s proprietary data, are expected to be released in the near future.

Because AI keeps changing, these solutions will too. Some will evolve into new versions, and others will be superseded by future iterations of Darwin H/I. What stays constant is the philosophy behind them and the four tenets that hold them accountable.

Together, these solutions show what becomes possible when H/I moves across the work, today and as it keeps evolving.

Healthcare Revolution, Accelerated

Darwin H/I is not a single capability or a moment in time. It represents a continued evolution in how intelligence can support the pharmacy benefit experience.

As H/I moves across Darwin, it can transform disconnected information into greater clarity, administrative burden into informed action, and complicated processes into experiences that work better for the people navigating them.

This is intelligence designed for pharmacy and grounded in the realities of healthcare. Intelligence people can see, question, explain, and trust.

Through Healthcare Revolution Partners, Abarca and LucyRx bring together the technology, clinical expertise, and scale to take that evolution further, for health plans and for the people they serve.

The healthcare revolution is already underway.

Darwin H/I puts intelligence in motion to accelerate it.

Learn more about Darwin H/I by reading related blog posts:

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About Abarca Health

At Abarca Health, we believe in an Unstoppable Drive for a Better Way. We combine innovative technology and healthcare expertise to make pharmacy benefit management more seamless and personalized. From AI and predictive analytics to specialty pharmacy solutions, we transform complex challenges into opportunities and deliver PBM like no one else.

Following the strategic combination with LucyRx, Abarca now operates as a wholly owned subsidiary of Healthcare Revolution Partners, strengthening its scale and capabilities across commercial and government markets.

Discover how Abarca is helping shape a better future for healthcare.

Last Updated on October 22, 2026