The consult, the scan and the note, processed where your agreement says.
Consultation audio and imaging AI for hospitals and the vendors that serve them, on the Azita fleet or on an installation inside the hospital.
Prefer email? hello@azitalabs.com, subject “Hospital workload evaluation”.
The job
The OPD's day, and the department's night.
By day a doctor talks to a patient and a draft note is prepared for the doctor to edit and sign. By night the department's scans get a first read for the radiologist, discharge summaries are drafted from the chart, and clinical coding is proposed for the billing desk to confirm. Every one of those jobs starts from audio or an image the hospital must keep under its own rules.
- What you bring
- Consultation audio, imaging studies and the chart they relate to.
- What comes back
- Draft notes, radiology pre-reads, discharge summaries and coding proposals, each for a clinician or the billing desk to review, edit and sign.
By day
The consult
Consultation audio transcribed in the mix of English and the local language real consults happen in, and drafted into a note the doctor edits and signs.
By night
The department
Radiology pre-reads queued for the radiologist, discharge summaries drafted from the chart, and clinical coding proposed for the billing desk to confirm.
What runs
What runs for the department.
Open-weight models of the classes below, chosen with the vendor whose application your clinicians use and pinned once your medical committee approves them. No vendor names on this page: the clinical application is a partner's.
- Speech recognition for the consult
- Turns the consultation into text in the language mix real clinics use, judged on your own recordings for drug names and dosages before it goes anywhere near a note.
- A small language model for notes and summaries
- Drafts the consult note, the discharge summary and the coding proposal from the transcript and the chart, in your templates, for a clinician to sign.
- Imaging models for the first read
- Pre-reads for the studies your radiology desk chooses, queued for the radiologist and never signed by a machine.
- An index of the record
- The retrieval layer that lets a draft start from the chart, the formulary and the protocol library, refreshed as they change. Which retrieval stack is used is set out in your proposal.
How it is delivered
Two ways it reaches the ward.
Both routes are scoped around the department's work, and how the clinical application connects is set out in your proposal.
Capacity from the Azita fleet
The work runs on capacity from Azita's installations, with the processing location set in your agreement. If a scribe or reporting vendor serves the hospital, the application stays the vendor's, and how it connects is scoped in the proposal.
An installation in your building
Azita designs, installs, commissions and operates an installation in a room of the hospital's own building, serving its departments, and meters the work.
Boundaries
Agreed before any work runs.
Health data is sensitive under the data protection law. Each of these is agreed in your proposal, reviewed by your governance committee and set in your agreement before any work runs.
- Processing location
- Where audio, images, transcripts and drafts are processed: on the Azita fleet, or on an installation in the hospital, as your agreement sets out.
- Model choice
- Which open-weight models run, the version each is pinned to, and approval of each by your medical committee before any clinical use.
- Access
- Who can reach the audio, the images, the index and the installation, and how that access is recorded for your auditors.
- Retention and exit
- How long audio, images and drafts are kept, and how they are handled when the agreement ends. Exit and erasure terms are set out in your agreement.
Evaluation
Judged on your own work.
Nothing on this page is a claim of clinical or regulatory readiness. A clinician signs, always, and your medical committee decides before any clinical use.
- Representative input
- Consults or studies chosen by the hospital, with the permissions your governance committee requires.
- Quality criteria
- Transcript and draft quality judged by your clinicians against the templates, terminology and standards they set.
- Volume
- The consults, studies and departments in scope, agreed to represent the hospital's work.
- Turnaround
- When drafts and pre-reads are ready for review, agreed before the evaluation starts.
- Acceptance
- Your clinicians grade the output and your medical committee decides. If it does not meet the criteria, nothing moves.
Evaluation template. No measured results
Compare the same work.
Agree the workload, conditions and acceptance criteria before comparing a baseline with Azita.
- Agreed workload
- [Agree before evaluation]
- Same input and scope
- [Agree before evaluation]
- Acceptance criteria
- [Agree before evaluation]
| Comparison basis | Current baseline | Azita |
|---|---|---|
| Output qualityEvaluate against the agreed acceptance criteria. | To measure | To measure |
| Completion timeUse the same start and finish definitions. | To measure | To measure |
| VolumeRecord the amount of work in the agreed unit. | To measure | To measure |
| Data locationRecord the processing location and relevant boundaries. | To measure | To measure |
| Total costCompare the same scope and included cost items. | To measure | To measure |
Commercial basis
Proposal based on your workload and deployment.
There is no price list on this page. Your proposal sets out what is quoted, the commitment and what is included.
Named in your proposal where they apply
- Licences for the scribe or reporting application
- Integration with your hospital information and imaging systems
- Clinician review time
- The commitment, and what is included
Compare quality and total cost on your own workload before you decide.
Where this stands today.
Available to evaluate on your own workload. On the Azita fleet, or on an installation in your building.
Who it is for
Who this is for.
A single outpatient department is a small workload. A vendor serving many hospitals is a larger one, and so is a chain hub reading for its whole group.
- Scribe and ambient-documentation vendors serving Indian hospitals
- Teleradiology desks reading for many hospitals overnight
- Hospital chain hubs that already build clinical software in-house, with a named clinical information officer
- Diagnostics chains with imaging and reporting volume across their centres
Not your kind of work? See other workloads
Straight answers.
Where is patient data processed?
Where your agreement says. On an installation in the hospital, the audio, the image, the transcript and the draft are processed in a room of your own building. Through a vendor on the Azita fleet, they are processed on Azita's installations. Where the work may run is set in your agreement before any work starts.
Who signs the note or the read?
A clinician, always. The model drafts; the doctor edits and signs the note; the radiologist reads the study. Nothing on this page proposes a machine signing a clinical document.
Does it understand the way our doctors actually speak?
That is what the evaluation tests. Consults here happen in a mix of English and the local language, so the evaluation runs on recordings chosen by you and graded by your clinicians. If the transcript is not good enough for the doctor to sign the note from, nothing moves.
What does our governance committee get?
The information it asks for before any installation: the processing location, the custody and access arrangements, the right-to-audit terms and the exit terms, as they would be set in your agreement. Which certifications apply to your deployment, and their status, are set out in your proposal.
How is it priced?
Proposal based on your workload and deployment. There is no price list on this page. We agree a representative job and the acceptance criteria, then set out what is included, the commitment and the total cost next to what you run today, before you decide.
We already have a scribe vendor. Do we have to change?
Not necessarily. The vendor can keep its application and its contract with you. How the application connects to Azita capacity, and any licence or integration work, is set out in the proposal.
Other workloads
Voice
Voice agents for BFSI floors
Indic voice agents and every-call quality review for collections and service floors, on the Azita fleet or on an installation in your building.
Read this one
Code
Private coding pods
Private coding assistance for engineering teams whose client contracts keep code off the public cloud, on the Azita fleet or on an installation in your building.
Read this one
Post
VFX assist for post houses
Overnight roto, cleanup and upscaling for pre-release content that your client's rules keep off public clouds, on the Azita fleet or on an installation in your building.
Read this one
Promo
Overnight promo and product clips
Promo and product-clip variants from approved stills, rendered on open models on the Azita fleet or on an installation in your building.
Read this one
Start with your own workload.
Start with one department
Tell us which departments, which vendor serves them today, and what your governance committee needs to see. We agree the acceptance criteria with your clinicians, then compare the output, turnaround and total cost with what you run today. We’ll review what you need to run and contact you to discuss the right setup.
Arrange a workload evaluation