The Bunkerhill Blueprint

Advancing an AI solution from concept to clinic used to 
take years. Bunkerhill is closing the gap in lightning speed.

Researchers are connected with the Consortium to train their algorithm on hospital data

Partners sign blanket agreements 
that enable legal data sharing

Algorithms are validated with Consortium data, and Bunkerhill submits them for FDA approval

Validating partners who share data 
receive a perpetual license to use the approved algorithm

Bunkerhill packages algorithms into suites and licenses them to hospitals across the country

Researchers make perpetual, passive 
income and can get back to building lifesaving algorithms

Before

After

Development
Researchers notice missed opportunities in their own practice and turn great ideas into promising solutions.
Researchers notice missed opportunities in their own practice and turn great ideas into promising solutions.

>95% of algorithms stop here

Training & Validation
Negotiating cross-institutional data-sharing agreements is an opaque and demanding process that can take months.
Blanket agreements with Bunkerhill Consortium institutions facilitate collaboration and data-sharing 
at no cost, vastly increasing the odds of publication in top-tier journals.
Regulatory Clearance
Applications can be time- and resource-intensive with no assurance of success.
Bunkerhill fronts the cost of regulatory approval 
and guides AI solutions through the process.
Licensing
Negotiating agreements with hospitals takes time away from researchers’ full-time practice, and is an opaque process.
Bunkerhill handles negotiations and licensing agreements with best-in-class hospitals.
Implementation
Without a dedicated team for troubleshooting, researchers are overburdened and disincentivized from building more algorithms.
Passive revenue is shared with the research team, their affiliated institutions, and training institutions. Bunkerhill’s in-house team provides support and troubleshooting, incentivizing researchers to build more algorithms.
Development

Researchers notice missed opportunities in their own practice and turn great ideas into promising solutions.

Researchers notice missed opportunities in their own practice and turn great ideas into promising solutions.

>95% of algorithms stop here

Training & Validation

Negotiating cross-institutional data-sharing agreements is an opaque and demanding process that can take months.

Blanket agreements with Bunkerhill Consortium institutions facilitate collaboration and data-sharing 
at no cost, vastly increasing the odds of publication in top-tier journals.
Regulatory Clearance

Applications can be time- and resource-intensive with no assurance of success.

Bunkerhill fonts the cost of regulatory approval 
and guides AI solutions through the process.
Licensing

Negotiating agreements with hospitals takes time away from researchers’ full-time practice, and is an opaque process.

Bunkerhill handles negotiations and licensing agreements with best-in-class hospitals.
Implementation

Without a dedicated team for troubleshooting, researchers are overburdened and disincentivized from building more algorithms.

Passive revenue is shared with the research team, their affiliated institutions, and training institutions. Bunkerhill’s in-house team provides support and troubleshooting, incentivizing researchers to build more algorithms.

Before

After

Licensing
It takes hospitals a year or more to implement a single algorithm, making it impossible to integrate many at scale.
Bunkerhill Consortium hospitals that have helped train and validate an algorithm receive a perpetual license to use it for free.
Implementation
A piecemeal, one-off system requires hospital IT teams to reinvent the wheel with every new algorithm.
In-house IT and troubleshooting streamline 
the process and provide ongoing support.
Utilization
Notification fatigue, inconsistent user experiences, and cross-vendor routing leads to inefficiencies.
All Bunkerhill algorithms operate on the same infrastructure, so solutions work together seamlessly, consistently, and non-redundantly for the best experience.
Licensing

Before

It takes hospitals a year or more to implement a single algorithm, making it impossible to integrate many at scale.

After

Bunkerhill Consortium hospitals that have helped train and validate an algorithm receive a perpetual license to use it for free.
Implementation

Before

A piecemeal, one-off system requires hospital IT teams to reinvent the wheel with every new algorithm.

After

In-house IT and troubleshooting streamline 
the process and provide ongoing support.
Utilization

Before

Notification fatigue, inconsistent user experiences, and cross-vendor routing leads to inefficiencies.

After

All Bunkerhill algorithms operate on the same infrastructure, so solutions work together seamlessly, consistently, and non-redundantly for the best experience.

Explore
AI Suites

Browse our collection of algorithms, thoughtfully organized into the practice areas they’re designed to improve.

Oncology
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Radiology
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