Solutions for pharma

One network, every stage of development

From first cohort to post-market evidence, Oku turns routine eye exams into trial-ready data, patients, sites, and answers. Start with the question you need answered; the network does the rest.

Join the Network

Medical professional in clinic

Built around how trials actually fail

Recruitment shortfalls, underperforming sites, endpoints that don't survive review. Each Oku solution attacks a specific point of failure in the development pipeline, and they compound: the same network that finds your patients generates your real-world evidence and reads your endpoints.

1

Real-World Data Access

Longitudinal retinal imaging and linked clinical data from primary eye care, specialty eye care, primary care, and health-screening networks. Enriched with AI-generated labels, expert annotation, and clinical diagnoses.

RWD Access

On-demand access to longitudinal patient data across Oku’s clinical network.

On-demand access to longitudinal patient data from optometry, ophthalmology, primary care, and health-screening networks. Enriched with AI-generated labels, expert annotation, and clinical diagnoses. Clients can run their own AI models on the dataset for insight generation and model validation. Available via IDHea.

Define baseline ocular health and study early disease patterns.

Data Access

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RWD Transfer

A curated real-world cohort delivered to the customer’s environment.

A selected cohort of real-world data is licensed and transferred to the customer's environment for research and/or model training and validation. Delivered as an RWD Upload.

Best for customers with an internal data and image analytics team; fits flexible research needs.

Data Transfer

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2

Real-World Evidence Generation

Consulting-style analytics run on Oku internal or externally-sourced datasets to answer scientific and commercial questions.

RWE via Oku Internal Data Sets

Evidence generation using Oku’s internal data inventory.

Consulting-style service to answer your scientific and/or commercial questions, with analytics for evidence generation run on datasets from Oku's internal inventory.

Supports trial design, post-market surveillance, and commercial development: faster insight at lower cost than internal analysis, on unique datasets, reducing time to answer key questions.

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RWE via External Data Sets

Custom analytics on network datasets selected for specific requirements.

Consulting-style service to answer your questions, where Oku identifies data meeting your specific requirements from its network clinics and applies analytics for evidence generation.

Everything above, plus a curated, hard-to-find cohort that answers the scientific question.

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Cohort Enrichment

Matched real-world controls that strengthen an existing study population.

Augment an existing study population with matched real-world controls.

Stronger statistical power without new recruitment.

Enriched Cohort

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3

Patient and Site Finder

Find the patients and the sites that make trials work: treatment-naïve patients having routine eye exams, and sites chosen on verified patient density, not anecdote.

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Patient Identification

AI screening to find eligible, treatment-naïve patients in routine care.

Deploys AI eligibility screening, analyzing retinal imaging alongside clinical data, retrospectively and prospectively in primary eye care and primary care settings where early-stage, treatment-naïve patients are present. Reduces screen failure while unlocking a larger patient pool.

A larger patient pool, reduced screen failure, and faster enrollment, driven by image-based analysis rather than clinical data alone.

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Patient Recruiting

Consent, outreach, and enrollment support for formal trial screening.

Full-service patient enrollment support: consent, outreach, and enrollment for formal trial screening.

Accelerated enrollment and reduced burden on trial sites.

Patients to Trial Sites

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Site Feasibility Assessment

Verified patient-density analysis to identify stronger trial sites.

Deploys EMR- and image-based AI across your trial-site network and selects sites based on verified real-patient density and eligibility fit, replacing selection based on anecdotal site relationships and historical performance.

Reduces the risk of underperforming sites and replaces unreliable self-reported estimates.

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Site Discovery

New trial-site opportunities outside the customer’s current network.

Identifies new potential trial sites not currently in your network.

Expands your site network and supports new therapeutic areas.

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4

Reading Center Services

Centralized, reproducible adjudication of trial imaging that cuts inter-reader variability and speeds regulatory submissions.

Hybrid Reading Center Service

Centralized AI-plus-expert adjudication for trial imaging.

Centralized adjudication of imaging and functional trial data using standardized methodologies. A hybrid reading model combining AI and human expert reading reduces variability, safeguards data integrity, and accelerates regulatory submissions for drugs and devices.

Trusted, established service that ensures high-quality endpoint data and serves as an entry point to a broader relationship.

Report & Annotated Images

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Two scientists in lab coats and masks reviewing results on a tablet in a laboratory

Start with the question

Whether the question is "where are our patients?" or "will this endpoint hold?" the network probably holds the answer

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