Doctor visits. Referrals. Labs. Scripts. Wearables. We’ve built a healthcare system that produces an astonishing amount of information but somehow still struggles to generate clarity.
As a system of record – comprehensive, longitudinal, and exhaustively detailed – the EHR is very good at remembering everything, but not very good at knowing what matters. Because storing data is not the same as delivering care.
But the idea of trying to turn the EHR into something it’s not is a fool’s errand. A system built to document the past was not meant to guide the future.
What we need instead is an orchestration layer that sits above the record and turns that ocean of data into a meaningful point of view that helps illuminate:
- What matters right now
- What should happen next
- Who should do it
Because when data is not just aggregated but interpreted, care starts to look very different. It stops being reactive or episodic and starts becoming continuous, directed, and, finally, coordinated in a way that providers can actually act on.
The EHR alone can’t support value-based care
Documentation captures everything that could be shared. That’s important, but not enough. What’s lacking is the other side of the equation: orchestration that can help surface what must be acted on now. That’s how information translates to care.
The average patient has 359 notes in their record. What do all those notes mean to the physician who has to sift through them?
It’s a pile of data that provides a wealth of information but little or no insight. By capturing everything, the EHR actually obscures what matters in the moment of care.
What physicians need now is meaning. They need an orchestration system that aggregates beyond the EHR, rather than depending solely on it. For value-based care providers, after all, success depends on managing patient outcomes, not just documenting encounters.
But trying to turn the EHR into an orchestration system is a dead end. Because documentation and orchestration serve different purposes. And they must evolve as distinct capabilities.
From data overload to intelligent action: The rise of orchestration layers
Documentation says: “Here’s everything that happened.” Orchestration says: “Here’s what you need to do next.” These are fundamentally different problems. One is about completeness. The other is about relevance.
A true orchestration layer, sitting atop the EHR, acts as a summarizer, a triage agent, and a decision engine. It picks and chooses relevant data for a specific moment in care, providing the physician with a clear path forward.
An orchestration layer reduces the noise of the EHR rather than adding to it. In doing so, it addresses the growing clinical issues of alert fatigue and cognitive load by:
- Surfacing only actionable insights in clinician workflows.
- Triggering interventions, such as messaging the patient, flagging applicable risks, and suggesting possible next steps.
- Embedding directly into clinician workflows – not alongside them.
The EHR still has its place, of course. But with an orchestration layer, the goal is intervention, not just information. The question is whether some of the current roadblocks to adding such a layer can be overcome, such as:
- Technical constraints: Many EHRs are limited to their own relational databases, which makes it difficult for them to consume real-time, external, API-driven data.
- Interoperability challenges: Fragmented standards and inconsistent data quality can lead to limited integration across providers, payers, and digital tools.
- Organizational and financial barriers: Not all providers are incentivized (value-based vs. fee-for-service mix), and not all contracts or workflows are built to support whole-patient management.
Health systems now face a harder question: Are they ready to own orchestration?
The path forward: AI as the orchestration engine
If the answer to that question is yes, AI promises to be the enabling layer, ingesting vast quantities of messy data and producing usable summaries.
AI can act as the “filter” for a currently overwhelming data environment. It should enable, not replace, existing systems by providing things like:
- Automated summarization of patient histories to save physicians time and effort.
- Risk identification and gap detection to help prevent missed diagnoses.
- Real-time decision support tied to workflows.
Consider, for example, an AI-enabled tool that can distill a mountain of structured and unstructured data – from encounters and diagnoses to labs and meds – into a one-page story. Not a data dump. A narrative.
Now your physician can walk into their appointment already oriented, having surfaced key details and validated insights quickly – without toggling across tools or systems.
In order to unlock that type of meaning from their data, however, healthcare organizations will have to acknowledge and confront a number of lingering challenges, including:
- Data quality that inspires trust.
- Integration into clinician workflows without disruption.
- Governance and accountability for AI-driven decisions.
The future EHR ecosystem is not a monolith
The modern EHR was built to document care, not actively coordinate it. It was a start, but not the ultimate goal.
The next evolution in digital health is layering intelligent orchestration on top of the EHR to activate care in real time. It’s a platform plus orchestration layer, powered by AI and designed for action.
Because physicians today have all the data they can handle. What they need now is the roadmap for using that information to deliver better patient care.
Photo: Mutlu Kurtbas/Getty Images
Jonathan Bush is founder and CEO of Zus Health, a company building the first shared health data platform designed to accelerate healthcare data interoperability by providing easy-to-use patient data at the point of care. He sits on the board of Innovaccer, and is the co-founder and former CEO of athenahealth and former Executive Chairman of Firefly Health.
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