Eligibility predicts who qualifies.
Readiness predicts who completes.

PRISM identifies eligible patients, exposes what threatens participation, and governs progression through completion.Most systems optimize who enters the funnel. PRISM determines whether participation can hold.Readiness becomes an operating signal before preventable failure becomes rescue.

Talk to a Patient Experience Expert

Recruitment matured.
Enrollment is still volatile.

If recruitment were the constraint, predictability would have improved with it. It has not. Claims-based targeting, digital outreach at scale, AI-driven patient matching, faster funnel speed. The industry solved reach. It did not solve durability. Screen failure remains 20-40%. Early withdrawal is routine. Rescue recruitment is a line item.

What today's models optimize

  • Traffic and impressions
  • Referral volume
  • Pre-screen throughput
  • Activity metrics
  • Enrollment counts

What determines completion

  • Cognitive and behavioral readiness
  • Expectation alignment
  • Burden feasibility
  • Caregiver and support environment
  • Sustained activation over time

More recruitment does not fix behavioral friction. Enrollment is a decision. Retention follows that decision. No system before PRISM operationalizes readiness at scale.

PRISM governs the missing layer.

The only study recruitment, enrollment, and retention operating system that is backed by readiness throughout the study lifecycle.

Site Recruitment

What It Does Well

Applies strong clinical judgment. Accurate protocol eligibility screening. Leverages trusted patient relationships.

Where It Stops

Readiness discovered after screening. Behavioral durability not systematically assessed. Retention handled reactively.

Digital Recruitment

What It Does Well

Scales reach and patient pipeline rapidly. Drives referral volume. Optimizes top-of-funnel performance.

Where It Stops

Optimizes clicks, not completion. Pushes screening burden downstream. No modeling of participation durability through retention.

AI Recruitment

What It Does Well

Improves eligibility matching. Accelerates patient identification. Reduces manual screening failures.

Where It Stops

Predicts qualification, not persistence. Does not validate feasibility or understanding. Does not address retention.

PRISM

  • Assesses patients by completion probability (not just eligibility)
  • Validates understanding and feasibility before activation and screening
  • Applies decision science to reduce cognitive load and hesitation
  • Enables clean handoff to sites with decision-ready patients
  • Monitors readiness decay during participation and flags risk early for the sponsor's team

One operating system.
From identification through handoff.

PRISM governs a lifecycle, not a funnel. Every stage is a decision point: readiness assessed, developed, or validated before a patient advances. No skipped stages. No patients pushed forward because a quota demands it.

1
Identify
Patients and sites via claims, lab, EMR/EHR, and real-world data
2
Assess Readiness
Map structural, cognitive, and behavioral friction
3
Segment & Support
Identify shared friction patterns and interventions to address
4
Engage & Educate
Adaptive readiness experiences by profile
5
Pre-screen
AI-driven intelligent qualification
6
Hand Off to Sites
Prepared patients with validated context

PRISM evaluates every patient who engages, groups them by shared friction patterns, then applies readiness strategies that build participation.

PRISM also works upstream: it can identify optimal sites based on real-world data signals and inform protocol design by surfacing readiness barriers before a study launches. When readiness intelligence shapes the protocol itself, friction is engineered out before a single patient is enrolled.

PRISM is two products. One platform.

One predicts what is likely to break the trial. The other keeps it from breaking.

The Diagnostic

Readiness Intelligence

Eligibility first. Then readiness.

Step 1 filters your population for medical eligibility against the protocol. Step 2 maps behavioral and social friction for eligible patients, surfacing whether they will actually enroll and complete.

Data We Use

De-identified medical and pharmacy claims. Your protocol and I/E criteria. Site list and NPI-level HCP rosters. Census-based SDOH overlays and behavioral overlays.

The Execution

Readiness Orchestration

Engage. Educate. Prescreen. Hand off.

We engage the eligible patients, educate them on the trial, walk them through prescreening, and hand each one to your sites with a per-patient readiness report so the site team knows exactly who is coming and what support they need.

What We Deliver

Patient engagement and trial education. Guided prescreening. Warm handoff to sites with a readiness handoff for each patient. Real-time reporting to sponsor and sites.

Intelligence tells you what is about to break. Orchestration keeps it from breaking.

Patient experience built for execution.

Most patient experience solutions focus on materials. PRISM focuses on execution stability. Six principles govern how readiness is built, sustained, and protected through completion.

Decision-Oriented Education

Prepares patients to evaluate participation in the context of their daily life, not just protocol details.

Expectation Alignment Before Consent

Surfaces time, procedures, logistics, and disruption early, reducing regret and misalignment after enrollment.

Persistent Education

Reinforces understanding as burden and uncertainty accumulate, when static education typically fails.

Caregiver-Inclusive Design

Engages caregivers as feasibility partners and decision influencers, not passive observers.

Behaviorally Informed Experience

Structures information to match how people process complex decisions, reducing cognitive overload and false confidence.

Emotionally Grounded Preparation

Addresses fear, uncertainty, and anxiety before they undermine trust and commitment.

Three indices reveal whether your trial
is holding or failing.

Most trial metrics report post-failure. PRISM surfaces live signals that enable intervention before recovery becomes impossible.

PXCI
Patient Experience Composite Index
Is the patient experience stabilizing the trial or creating downstream friction? Measures clarity, coherence, and stability.
IEQS
Informed Engagement Quality Score
Is engagement informed and durable, or superficial and fragile? Predicts screen failure, withdrawal, and re-consent risk.
CRI
Composite Recruitment Index
Is the recruitment pipeline stable or heading toward rescue? Tracks speed, efficiency, and predictability during active execution.

Together, these indices provide real-time visibility into execution health. They surface instability while recovery is still possible.

PRISM is an operating system.
Not another recruitment tool.

PRISM Is

  • A recruitment, enrollment, and retention operating system
  • A system that evaluates and ranks all patient profiles by completion propensity
  • A readiness-based execution layer across the full trial lifecycle
  • An upstream prevention engine for screen failure and dropout
  • A platform that stabilizes trials before and after enrollment
  • A system that supports sites by removing preventable readiness work upstream

PRISM Is Not

  • A digital recruitment platform
  • A funnel or conversion-rate optimization tool
  • A lead-generation or media solution
  • A retention add-on applied after enrollment
  • A static or one-time scoring model
  • A replacement for sites, CROs, or clinical teams

Frequently Asked Questions

What is PRISM?

PRISM is an AI-enabled Patient Readiness Operating System. It evaluates patient profiles, assesses readiness, builds readiness through targeted interventions, governs advancement, and sustains participation from recruitment through completion. Six stages. One system.

How is PRISM different from recruitment vendors and engagement platforms?

Recruitment vendors optimize lead generation. Engagement platforms count activity. PRISM governs whether patients will complete, using readiness thresholds instead of volume targets, measuring capacity instead of clicks.

Does PRISM slow enrollment?

PRISM paces unready patients but accelerates overall execution by preventing screen failures, dropout, and rescue recruitment. Result: stable enrollment curves and faster completion. Speed without readiness wastes resources.

Does PRISM replace sites or CROs?

No. PRISM removes preventable readiness and retention burden upstream. Sites receive prepared patients with validated context, cutting re-explanation, rescheduling, and no-shows.

What are PXCI, IEQS, and CRI?

Three live execution indices. PXCI measures experience stability. IEQS measures engagement integrity. CRI measures recruitment predictability. Together they surface instability while recovery is still possible.

How is PRISM different from CORE?

CORE is a trial execution system for patient readiness education. PRISM is a full operating system: education plus readiness intelligence and governed advancement. CORE can stand alone or surface within PRISM's AI-driven flows.

Key Definitions

Proprietary constructs defined by Jumo Health. Each one is a measurable operational concept, not a marketing term. View all definitions →

Patient Readiness
The measurable probability that an enrolled participant will complete a trial through its final visit.
Completion Propensity
The composite behavioral signal predicting whether a consented patient will complete all visits.
Trial Readiness Index
A composite score quantifying a trial's capacity to retain enrolled patients.

Fewer screen failures. Shorter enrollment. More patients completing.

What sponsors recover when readiness is governed across the lifecycle.

56%
Decrease in Screen Failures

Patients arrive pre-qualified by both medical eligibility and readiness, not chosen by funnel volume.

64%
Decrease in Time to Last Patient In

Activation governed by completion probability, so enrollment curves stop being rescue projects.

96%
Increase in Patient Completion Rate

Readiness decay detected mid-trial and met with friction-specific intervention before dropout.

Each compounds with the next. Better screening reduces rescue. Better retention protects timelines. Both protect NPV.

Already the patient-readiness partner of choice.

Powering studies for 17 of the world's top 25 pharmaceutical companies.

100+
Clients
300+
Clinical Studies
72,000+
Patients
270+
Conditions in 90+ Languages

Why This Works Now

Jumo Health is a Patient Experience Organization (PXO). Where the industry has long focused on recruitment and eligibility, we address a deeper, more persistent challenge: whether patients are truly prepared to participate and remain engaged once the realities of a clinical trial begin. Built on artificial intelligence, real-world data, social determinants of health, behavioral science, and human-centered design.

Unreadiness is expensive because it is discovered late.

Conservative math on a 300-patient Phase 3 study. The hidden multiplier is bigger than the direct loss.

$2.4M
The Direct Loss

60 patients lost early. 300-patient Phase 3, 20% early withdrawal at $40K conservative per-patient cost.

$3-5M
The Hidden Multiplier

Rescue recruitment. Site rework and coordinator time. Timeline compression. Reforecasting and milestone risk. NPV erosion.

$1.2M
The Preventable Portion

10% improvement preserves 30 patients at $40K each, before reduced rescue cost and timeline savings.

Even a 5-10% lift in completion probability is the largest single recoverable line item left in the trial budget.

Send us your protocol and site list.

In two days, you get three execution diagnostics on your program.

01 · The Baseline

Trial Readiness Index

How likely each eligible patient cluster is to activate, persist, and complete, before any intervention.

02 · The Diagnosis

Readiness Friction Map

The barriers most likely to suppress activation, enrollment, and completion in each cluster, and how to mitigate them.

03 · The Prescription

Readiness
Blueprint

Which clusters to target, which barriers to address, which interventions to deploy, and what completion lift to expect.

Send Us Your Protocol and Sites
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