AI for the clinical practice
The AI proposes and documents. The professional signs.
Llamalítica listens to the visit, transcribes it, and prepares the report, the coding, and the prescriptions, so you can look at the patient again instead of the screen. It integrates into your usual clinical workstation, without friction.
- 14 s
- on average to generate a visit report
- 3.5 min
- on average per full case, review included
- 100%
- of results with human signature and traceability
Trusted by leading healthcare organizations
- 17,000+
- healthcare professionals
- 10,000+
- visits transcribed
- 30+
- languages supported
- 10x
- growth 2024 → 2025
Technology at the service of health
How can Llamalítica help you?
Writing clinical notes from conversation
We write and structure useful information from visits: no matter how long they last and in up to 98 languages.
Patient clinical history. In PDF format, obtained directly from the clinic software.
Excel documents, csv, etc. Import tabulated documents and use them as context for your reports. For example, list of invoices for each intervention.
Transcribe voice conversations to text. Start using it in seconds. No duration limit.
The most widespread health data format. Import FHIR data and use the data for your reports.
We extract text and context from images. For example, in an X-ray, tomography, or any image with text.
Patient clinical history. In PDF format, obtained directly from the clinic software.
Excel documents, csv, etc. Import tabulated documents and use them as context for your reports. For example, list of invoices for each intervention.
Transcribe voice conversations to text. Start using it in seconds. No duration limit.
The most widespread health data format. Import FHIR data and use the data for your reports.
We extract text and context from images. For example, in an X-ray, tomography, or any image with text.
Patient clinical history. In PDF format, obtained directly from the clinic software.
Excel documents, csv, etc. Import tabulated documents and use them as context for your reports. For example, list of invoices for each intervention.
Transcribe voice conversations to text. Start using it in seconds. No duration limit.
The most widespread health data format. Import FHIR data and use the data for your reports.
We extract text and context from images. For example, in an X-ray, tomography, or any image with text.
Patient clinical history. In PDF format, obtained directly from the clinic software.
Excel documents, csv, etc. Import tabulated documents and use them as context for your reports. For example, list of invoices for each intervention.
Transcribe voice conversations to text. Start using it in seconds. No duration limit.
The most widespread health data format. Import FHIR data and use the data for your reports.
We extract text and context from images. For example, in an X-ray, tomography, or any image with text.
Data extraction
We extract information from any medical document format: txt, pdf, doc, image, audio, video, etc.
Easy integration with any clinical management software
No more copy and paste! Interoperability with hospitals, medical centers, private clinics, medical offices, dental clinics, mental health centers, telemedicine, etc.
Reason
Patient reports concern about elevated cholesterol levels.
Examination
Lab test shows cholesterol levels above average, marked with asterisk. Sugar indicators below dangerous levels.
Analysis
Hypercholesterolemia observed in lab results. Sugar level monitoring recommended for next visit.
Plan
Recommendation to monitor sugar levels in next visit.
Coding
Hypercholesterolemia
ICD: E78.0 Pure hypercholesterolemia
Reason
Report editor
Maximum level to customize your reports.
Clinical agents that reason about the case
Agents specialized by specialty and process that collaborate across multi-step workflows: they reason, validate and justify every data point with its evidence. Configurable without coding.
Governed model catalog
- Language modelON-PREM
- Dual voice engineLOCAL
- Document OCREU CLOUD
Model governance and deployment
Your organization decides which models it uses and where they run: on-premise, European cloud, or hybrid, with no data leaving the European Economic Area.
The core of Llamalítica
Five areas, one single platform
From the patient's phone to model governance: voice is transcribed across every area, and every result returns signed to the clinical record.
01 · Support for clinical activity
The visit, operated by voice
Evidence-based clinical agents
Speak, and the agents document. Prescribing, seeing patients, writing progress notes, or filling out long protocols: all by voice, without touching the keyboard. The average report is generated in 14 seconds.
Voice documentation
Records or receives the visit, in person or via telemedicine, transcribes it with a dual recognition engine, and generates the structured clinical report.
Evidence-based clinical agents
Highly specialized agents by specialty and process that collaborate across multi-step workflows: reasoning, validation, and justification. Configurable without coding and multilingual.
Clinical chat with the record
The clinical record is no longer browsed: it's spoken to. The case chat answers with citations and, above all, executes actions using the platform's tools.
Measurable quality
Platform metrics panel: generation and review times, audio technical health, readability, and voice usage for each visit.
Case chat · speak or type
«Generate the visit report»
Drafts the report using the audio, the documents, and the patient context.
«Prescribe the usual treatment»
The prescription agent prepares the prescription for validation.
«Summarize the documents they brought»
Returns the summary citing where each data point comes from.
Visit report · draft
Pending the professional's review and signature
- 14 s
- average report
- 3m 32s
- full case
- 209
- active agents
OverviewThe professional speaks; the agents document. Every result awaits their signature.
02 · Clinical coding · Quantum
Coding stops being a bottleneck
Precision validated against the official catalog
Quantum proposes ICD-10-CM and PCS coding for every episode, discharges and visits, validated against the official catalog and linked to its evidence in the note. The final word always belongs to the coder.
Clinical note
- 3
- 5
- 7
- 9
Proposed codes
- K80.00PRINC
Calculus of gallbladder with acute cholecystitis without obstruction
- I10
Essential (primary) hypertension
- E11.9
Type 2 diabetes mellitus without complications
- 0FT44ZZ
Resection of gallbladder, percutaneous endoscopic approach
Evidence and reasoning
Evidence · line 7
"acute lithiasic chole"
ICD-10 hierarchy
K00–K95 └ K80–K87 └ K80.00
validated against catalog
Center's Platinum synonym
OverviewEvery code arrives with the exact phrase from the note, its hierarchy, and its confidence level; nothing is approved without reviewing 100% of them.
Evidence linked, code by code
Every proposal points to the exact phrase in the note, with its context, the model's confidence, and the catalog hierarchy. Reviewing means comparing, not searching.
The center's Platinum synonyms
Local jargon becomes approved terminology, isolated per center, with a four-eyes principle: whoever proposes cannot approve.
AMS and APR-DRG instantly
For every episode: MDC, severity, weight, cost, and expected length of stay under the current national standard, recalculated with every change.
Review, sign-off, and audit
Nothing is approved without reviewing every code. What's approved gets locked; correcting it requires reopening with a reason and a trail: who reviewed it, when, and how long it took.
Coding team management
Case queue with filters by confidence, MDC, or review flags, and workload assignment from a calendar: one row per coder, one column per day.
Isolation and roles
Each center works on an independent database, with user, superuser, and admin profiles separating clinical from technical.
03 · Clinical decision support
Certification in progressThe center's knowledge, one gesture away
Your organization's criteria, with citations
Your guidelines and regulations, indexed alongside the complete official corpus. The platform answers using your organization's criteria, not the internet's, and always cites where each data point comes from.
The clinical decision support module is currently in the process of being certified as a medical device. Today it is offered as assisted consultation: clinical validation always remains with the professional.
Own guidelines and regulations, indexed
The center uploads its protocols, guidelines, and circulars; the platform chunks them, indexes them, and serves them as the priority source in every answer.
Unified clinical search
An exact code, a description, a synonym, or a clinical phrase: the search returns codes, rules, examples, and hierarchy trees in milliseconds.
Changes between editions, under control
A map of differences between catalog editions: modified, new, removed, and unchanged rules, with the detail of every altered field.
Corpus assistant with citations
Answers questions about codes, rules, and edition differences while linking the source. It's assisted consultation: canonical validation still belongs to the professional.
- CodeCenter guideline
- Rule
- Own protocol
K00–K95 └ K80–K87 └ K80.00
OverviewOne query, every source: the official catalog, rules, and the center's own documentation, always with a citation.
04 · Demand management
The appointment books itself
Omnichannel: the appointment resolves itself
Appointment bot, WhatsApp, and AI IVR resolve demand before it reaches the visit. The schedule prioritizes and reorders itself, and your front-desk team is left with what truly requires their judgment.
Voice and WhatsApp appointment bot
The patient books, changes, or cancels their appointment in natural language, at any time. The bot confirms, reminds, and reduces no-shows.
AI IVR and smart call centers
They classify the reason for each call, resolve administrative matters autonomously, and transfer to a person only what truly needs it.
Smart scheduling
Prioritizes by reason for visit, fills open slots, and balances the workload between professionals, synced with the center's schedule.
Hi, I need an appointment with my doctor this week
Sure. I have these slots available:
Friday at 9, perfect
Appointment confirmed. I'll send you a reminder the day before.
Smart scheduling
OverviewThe bot handles the request, proposes slots, and the appointment lands on the schedule without front-desk intervention.
05 · Training · Simulalia
Synthetic patients for real training
Voice-based synthetic patients
Voice-based virtual actors, with their own history and symptoms, to train and assess students and residents. The center itself creates its cases, with no real patient data.
Synthetic voice actors
With coherent clinical history, personality, and symptoms: they respond, hesitate, contradict themselves, and react like a real patient, in multiple languages.
Training, practice, and assessment
Scenarios by competency: differential diagnosis, examination, active listening, breaking bad news, or time management.
Objective assessment per student and cohort
Every session is scored with consistent criteria; teaching staff compare individual and group progress with data, not impressions.
No real patient data
All cases are synthetic and created by the center itself: training never touches real people's clinical information.
Virtual patient
In progress1:32
Ophthalmology · Emergency
Skills to practice
Scenario
Conversation
I've come because I have a severe headache and this morning I lost my vision for a while.
Is this the first time this has happened?
No, it's been happening for about three years, but lately it's more frequent…
OverviewThe student converses by voice with the synthetic patient, always with the time and skills to practice in view.
Why Llamalítica
What makes us different
Every proposal starts from explicit reasoning: the agents interpret the visit, cross-check it against the official catalog, and leave visible the clinical evidence behind every data point.
01 · Agentic
The agents reason about the case, validate every proposal, and justify it with direct clinical evidence.
02 · Traceable
Every field is auditable. The professional signs with full sovereignty: the AI prepares, it never decides.
03 · European-first
100% European infrastructure, model-agnostic and deployable on-premise. GDPR, ENS High category, ISO 27001, ISO 42001, and ISO 13485.
04 · At scale
More than 30 languages, more than 30 integrations with the clinical record, and every specialty covered, by default.
The design principle
No result is final until a professional validates it
What the AI generates
Draft reports, forms, and coding proposals, written from the visit audio, the case documents, and the patient context. Every data point arrives linked to the evidence that originated it.
What the professional decides
Reviews with the evidence in view, corrects and validates. It is recorded who reviewed it, when, and how long the review took. The signature is always human.
Common to all five areas: the AI proposes with evidence; the professional reviews, corrects, and signs.
Frictionless integration
Embedded in the center's clinical workstation
Llamalítica doesn't replace the clinical record system: it modernizes it from within. Thanks to its connectors, the professional works on their usual screen, with an AI layer that understands their context.
- Understands standard clinical formats: FHIR and the center's own clinical record formats.
- Returns results through signed, auditable channels.
- Forms, templates, and agents configurable without coding, in the center's languages.
- Each center on its own isolated database, with API keys, webhooks, and integrations.
Security and compliance
Healthcare-grade, by default
Data in the European Economic Area, encrypted in transit and at rest. Every access, every report, and every call to AI models is logged.
ENS · High category
Spanish National Security Framework
ISO 27001
Information security
ISO 42001
AI management
ISO 13485
Medical device quality
Medical device · Class I
European medical device regulation
GDPR compliant
Data controller in Spain · data hosted in the EEA
Frequently Asked Questions
Do you have more questions? Contact us
Let's talk
More time for the patient. Less time facing the keyboard.
Tell us how your organization works and we'll show you the platform running on your own workflows.