Myukura

General medicineLess time documenting.
More continuity within the consultation.

General medicine concentrates an enormous amount of information into very little time. Myukura helps turn that conversation into structured, reviewable clinical information, always keeping the professional within the process.

Transcribe.Organise.Review.Continue.
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Emily Parker
Consultation · 5 Oct · 09:00
Recording in progress · 03:34
Transcription0Patient recordClinical recordNotes
Recording active on phone
Transcription7Clinical record
Approved
Emily Parker · 5 Oct
Generate record with AI
Reason for consultation
History taking
Physical examination
Treatment plan

The consultation

The consultation shouldn’t be splitbetween listening and typing

In general medicine, every consultation can open a completely different context.

01One patient comes in with lower back pain.
02The next needs a lab result reviewed.
03Another asks about a chronic treatment.
04Another arrives with several symptoms, a history and medication that must be reconstructed in a few minutes.
While all of that is happening, the professional also has to document.

Myukura is born precisely to reduce that friction.

The platform works on the conversation to help generate a documentation base that the professional can review, correct and approve.

It does not replace their judgement.

It gives back part of the time that documentation takes up today.

A doctor talks with a patient during the consultation, with a tablet on the desk

Workflow

From conversation to areviewable clinical note

01

Capture the consultation

Myukura lets you work from the clinical conversation to generate a transcription that serves as the basis of the documentation process.

Voice becomes a source of information the system can then work with.

02

Structure the information

From the consultation, Myukura can help organise the relevant information within a clinical structure.

The goal is to separate the noise of the conversation from the elements the professional needs to review afterwards.

03

Generate a clinical record

The platform can prepare a structured documentation draft from the information gathered during the consultation.

The level of detail can be adapted to the professional’s workflow.

04

The professional reviews

Nothing should become final clinical information simply because a model generated it.

That is why review is part of the workflow.

The professional can check the information, review clinical facts and decide what to approve.

05

The consultation becomes part of the history

Once reviewed, the information can be integrated into the patient’s longitudinal context to ease continuity between consultations.

Each new visit stops being a completely isolated document.

Context

Designed for consultationsthat constantly change

General medicine requires constantly switching context.

That is why Myukura is not built around a single condition or a rigid form.

The workflow is designed for consultations where the following may appear at the same time:

historycurrent symptomsprogressmedicationallergiessigns and measurementsresultsproceduresclinical decisionsfollow-up

The system helps organise that information.

Interpretation and decision remain the professional’s.

Clinical record

A clinical record thatadapts to the professional

Not all doctors document the same way.

Some prefer very brief notes.

Others need a more detailed structure.

Others work with formats adapted to their specialty, organisation or personal way of recording information.

That is why Myukura’s clinical record is designed to allow different levels of detail.

Clinical recordAdaptive
Reason for consultation
History taking
Physical examination
Treatment plan

The goal is not to impose one way of writing.

It is to reduce the work needed to reach the form each professional needs.

Review

Review ofclinical facts

A note can read as well written and still contain an error.

That is why Myukura’s design doesn’t stop at generating text.

The platform includes mechanisms to review the clinical facts identified during the consultation before the documentation is approved.

The goal is for the professional to be able to focus on specific questions:

Was this said?
Is it interpreted correctly?
Should it be part of the note?

Instead of assuming that fluent generation automatically means correct generation.

Identified clinical facts
Pending
Pending
Pending

States

Approve whenit makes sense

Clinical documentation isn’t always reviewed at the same moment.

That is why Myukura supports different states within the workflow:

Approve

When the information has been reviewed and can continue within the documentation process.

Approve later

When the professional needs to return to the consultation later.

Archive

To keep out of the active workflow whatever should not continue.

The goal is for the tool to adapt to the real pace of work rather than force the professional to complete everything immediately.

History

A history thatkeeps the context

Each consultation brings context to the next.

Each consultation adds a new piece of information.

But its value grows when it can be interpreted within a broader history.

Myukura works with a longitudinal patient record so that consultations can be progressively related to prior information.

This makes it possible to build a more continuous view of:

  • history
  • previous consultations
  • progress
  • medication
  • findings
  • relevant changes

It is not simply about accumulating notes.

It is about keeping context.

March
HistoryMedication
June
ProgressFindings
September
MedicationRelevant changes
October
Current consultation
Longitudinal record
HistoryPrevious consultationsProgressMedicationFindingsRelevant changes
NotesAssisted mode
Approved findingApproved findingApproved finding

Free-form notes

Free-form noteswhen you need them

Not all clinical information fits into a predefined structure.

That is why Myukura also includes a space for free-form notes.

The professional can write completely freely whenever needed.

And when they turn on assisted mode, it can work on previously approved findings to incorporate information in a more controlled way.

The tool must adapt to the consultation.

Not the other way round.

Voice

Clinical voicein Spanish

An important part of Myukura’s development focuses on Spanish speech recognition applied to clinical settings.

This means working on elements that general-purpose systems can find especially difficult:

medical terminologymedicationsdosesacronymsdifferent ways of pronouncingvariability between speakersaccentslong conversationsrapid turn changes

During our participation in the 8th MareNostrum Hackathon at the Barcelona Supercomputing Center, we worked precisely on clinical speech recognition in Spanish and the evaluation of specialised models.

Voice is not a secondary feature within Myukura.

It is one of the product’s core layers.

Speakers

Who said whatmatters too

In a consultation, transcribing a sentence correctly is not always enough.

It also matters who said it.

A statement from the patient does not have the same meaning as an instruction from the professional.

That is why we work on diarisation and speaker separation technologies as part of the conversation-processing architecture.

The goal is to better preserve the structure of the consultation before generating documentation.

Architecture

Localand cloud

Not every consultation or every setting needs the same architecture.

Myukura is being developed to combine different forms of processing.

Cloud

Capacity and connected services.

Certain processes can benefit from cloud infrastructure for capacity, availability or integration.

Local

Processing closer to where the data is generated.

Through Myukura Edge we are developing a line aimed at running certain processes directly on devices or local infrastructure.

This can offer new possibilities in terms of latency, autonomy and control over the path information takes.

Myukura Edge is currently in development.

Human review

Human review is not optional.

AI proposes
Professional reviews
Professional decides

Myukura is not designed to replace the healthcare professional.

Nor to make diagnoses autonomously.

The platform works as a documentation support tool.

It can help transcribe, structure and prepare information.

But the professional’s review remains part of the workflow.

In a clinical setting, efficiency cannot be achieved by removing control.

It has to be achieved by reducing the work that exists before the decision is made.

Working day

Designed for the whole day,not for a single consultation

An individual consultation lasts minutes.

The administrative load builds up over the whole working day.

Myukura is designed to help reduce that sum of small tasks:

A doctor listens to a patient’s chest during the examination

The goal is for documentation to stop constantly competing with care.

Architecture

An architectureready to grow

General medicine is one of the first contexts for which we are developing Myukura.

The architecture is designed so that different components can evolve independently:

voice
information extraction
clinical structuring
verification
longitudinal history
local processing
integrations

This makes it possible to improve one part of the system without depending on a single model or a single technology.

Integrations

Integrations aroundthe consultation

Documentation is only one part of day-to-day work.

There are also appointments, calendars, emails, files and follow-up tasks.

That is why Myukura is preparing integrations with tools commonly used by professionals and organisations, including:

Google Calendar
Google Calendar
Microsoft Calendar
Microsoft Calendar
Gmail
Gmail
Outlook
Outlook
Google Drive
Google Drive
OneDrive
OneDrive
WhatsApp Business
WhatsApp Business

Design

Built to support,not to interrupt

The best clinical technology should progressively disappear from the centre of the consultation.

Not constantly demanding attention.

Not forcing more forms to be completed.

Not turning the professional into the operator of a tool.

Our direction is the opposite:

listen, structure, present and let the professional decide.

A doctor listens attentively to a patient during the consultation, with no screens between them
In development

Myukura is currently still in development and testing.

The capabilities described on this page represent the product and architecture we are working on and may evolve as testing, development and validation of each component progress.

Myukura is an administrative and documentation support tool.

It does not replace the clinical judgement, diagnosis or decision of a healthcare professional.

Less documentation around every consultation

General medicine demands constant attention to people, context and decisions.

Technology should take care of a larger share of the work that happens around it.

That is the problem we are building Myukura to solve.

Myukura is currently still in development and testing. The capabilities described on this page may evolve as the development and validation of each component progress. Myukura is an administrative and documentation support tool and does not replace the clinical judgement, diagnosis or decision of a healthcare professional.