CORPUS
Listens and transcribes in real time
You connect the microphone and Lingua transcribes the conversation word by word, without interrupting the natural rhythm of the visit.
Voice agent for clinical visits
The visit becomesa conversation again.
Lingua listens to the visit and turns it into a structured clinical record, risk predictions, and a narrated summary. The clinician talks to the patient; Lingua handles the rest.
01 / the problem What breaks the visit
The clinician stares at the keyboard,not at the patient.
In a 15-minute visit, the clinician spends half of it looking at the keyboard: typing vitals, hunting codes, filling out forms. The clinical record ends up as a collection of poorly filled fields and notes that only the author understands. The patient's cardiovascular risk stays hidden in scattered data that nobody reviews until the next visit.
02 / what it does Five capabilities in one flow
From voice to clinical record,without losing the patient.
Lingua works during the visit, not after. Each capability locks into the next so the clinician never has to reopen a different system to handle something they already said.
Turns speech into structured clinical data
Lingua identifies vital signs, labs, active conditions, medications, and notes, and maps them against a curated clinical catalog (ICD-10, LOINC). No loose fields: auditable data.
Predicts 12-month risk
A rules engine computes probabilities of acute myocardial infarction, stroke, chronic kidney disease, hypertension, and type 2 diabetes, with the factors behind each prediction visible and explainable.
Briefs you on the patient before they walk in
As you type the patient ID, Lingua reads the relevant history out loud: age, active conditions, recent labs, trends. Like a resident handing you the case in the hallway.
Closes with the record read out loud
At the end, Lingua narrates the case with a natural voice, ready to share with the patient or archive. Text and audio stay together.
03 / why it's different Not dictation
Four decisions thatseparate Lingua from the rest.
Understanding, not dictation
Other products transcribe. Lingua understands the clinical context, identifies intent, separates history from plan, and structures the data into the correct catalog. The clinician reviews, not transcribes.
Auditable end to end
Every extracted data point carries its origin (voice / form), batch, and timestamp. The clinician always reviews before confirming. Retrospective clinical audit needs no reconstruction.
Swappable voices
The synthesis engine is pluggable: ElevenLabs for human fidelity, Gemini as automatic fallback on outage. The clinician picks the voice from settings.
Native Colombian Spanish
Vocabulary, prosody, and catalog tuned to the local context. Not an English-first product translated. Recognizes regional expressions, abbreviations, and references without stumbling.
04 / how it's used Six steps, one screen each
The clinician neverleaves the flow.
- 01 Identify the patient
The clinician types the patient ID and Lingua loads the context: age, active conditions, recent labs.
ID · MRN - 02 Record the visit
A single button starts the recording. The transcription appears on screen while the conversation happens.
voice · real time - 03 Review extracted data
Lingua structures what was said into separate cards. The clinician verifies, edits what's needed, and moves on.
vitals · labs · meds - 04 Confirm
One click freezes the record. From there the data is signed, auditable, exportable.
clinical signature - 05 See the predictions
Lingua shows the five key probabilities: AMI, stroke, CKD, hypertension, type 2 diabetes. Each with the factors that explain it.
12-month risk - 06 Hear the final summary
A natural narrator reads the case back to the patient or to the file. Text and audio stay together, ready to share.
natural voice · text + audio
05 / who it's for Outpatient cardiometabolic care
For those who spendmore time charting than talking.
Lingua frees visit time from administrative friction. It's designed for the profiles that depend on the clinical conversation to make good decisions.
- General and family physicians with high patient turnover.
- Internists managing comorbidities who need dense clinical history.
- Outpatient specialists in cardiology, endocrinology, and nephrology.
- Preventive medicine teams coordinating longitudinal follow-up.
Want to see Linguain your own clinic?
20-minute demo with your own clinical case. We try it on real audio, show the resulting structure, and compute the predictions. We respond within 2 business days.