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Prokpo AI

Prokpo AI

Better care starts with clearer evidence.

Melrose, MA, United States

AI / MLPre-Seed

Prokpo AI helps nurses see what changed in a patient's record, where the information came from, and what needs a second look. Their technology investigates evidence origin over time (LEOTI) using a proposed reasoning framework (T-CERA) to compare care needs, surface conflicts, and reduce time lost in paperwork. For care teams, this means clearer context and more attention on the person, not the process. The core platform, which allows agencies to upload PDF care plans and extract reviewed reminders for scheduling and visit coordination, is currently in market. The advanced evidence-tracing capabilities are in a research and development phase, undergoing evaluation for source-tracing accuracy, change detection, and impact on nurse review time.

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Problem Statement

If a note appears four times, is it four pieces of evidence? Perhaps. Or perhaps it was copied. The difference matters when care needs change. This work could help care teams spend less effort untangling records and more attention understanding the person behind them.

Core Technology

T-CERA and LEOTI frameworks for tracing evidence origin and meaningful change in clinical notes, built on a platform for care-plan uploads, reminders, and scheduling.

Target Customers

Home care agencies, nursing teams, caregivers

Product Stage

GA

Company Info

Website
prokpo.ai

Categories

AI / ML

Technologies

AI

Clinical & IP

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Clinical Validation

The core platform is available today for care plan uploads, reminders, and scheduling. The new T-CERA and LEOTI technologies are in the research and development phase with a planned evaluation for source-tracing accuracy, change detection, and nurse review time. Clinical effectiveness has not yet been validated.

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What do you think of Prokpo AI?

A HUGE part of what early stage companies, and even late stage ones, need and get on MedStartr is honest feedback from actual patients, clinicians, hospital leaders and industry insiders. It is very easy to get tunnel vision as a founder. Please tell the team that runs this company what you think.

Clinical Benefit Potential

The potential for a project to have a large and significant impact on medical care, treatment, or prevention.

Feasibility

The likelihood that this will provide benefit for patients / care givers and that the founders can execute on their vision and plan.

Innovativeness

The distinguishing features, concept, or technology that differentiates the entry compared to others that already exist and are in widespread use.

Fundability

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Scalability

Some great ideas are destined to failure because they are too complex or too expensive. The reviewer should consider the likelihood that a project as explained, or perhaps with some tweaks, could possibly become a worldwide solution within a reasonable time frame.

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