Requests arrive everywhere
Phone, WhatsApp, email and the front desk, with no single view of what is waiting.
AI for healthcare. Less admin, more time for patients.
Hospitals and clinics lose hours to messages, forms and claims that follow a pattern. We build systems that sort, check and prepare that work, with clinicians and administrators approving every consequential step.
Where the time goesFamiliar problems.
Familiar problems.
Fixable ones.
Claims bounce back
Missing documents and coding errors cause rejections and delayed payments.
Feedback goes nowhere
Complaints and reviews are logged inconsistently, so patterns stay invisible.
Example workflowsInput, AI, output.
Input, AI, output.
A person decides.
Three examples of what we would build. Each one keeps people responsible for the decisions that matter.
- (01)
Patient enquiry desk
- Comes in
- WhatsApp, email and web messages
- AI takes on
- Classifies topic and urgency, drafts a reply from approved information
- Comes out
- A routed queue with drafts
- Person decides
- Staff approve every reply; anything clinical goes to a clinician.
- (02)
Claims pre-check
- Comes in
- Claim files and insurer rules
- AI takes on
- Checks completeness, codes and documents before submission
- Comes out
- Claims ready to submit, or a list of what is missing
- Person decides
- Billing staff submit; nothing is sent automatically.
- (03)
Feedback register
- Comes in
- Complaints, surveys and reviews
- AI takes on
- Sorts by theme, severity and department
- Comes out
- One register and a monthly quality pack
- Person decides
- The quality team owns responses and actions.
What we would build
Services that fit.
Take routine work off your teamAI assistants & chatbotsWebsite and WhatsApp assistants that answer from approved sources.Take routine work off your teamDocument processing & OCRInvoices, claims and forms read, checked and filed.Take routine work off your teamBusiness process automationCoded workflows with monitoring, retries and an audit trail.Hand tasks to AI agentsPrivate AI on your own infrastructureOpen-weight models in your cloud or on your premises.
Data and controlBuilt for the rules
Built for the rules
you work under.
Health data is sensitive under most data-protection laws. We keep it in environments you approve, minimize what models see, log access and keep people responsible for clinical and payment decisions.
QuestionsHealthcare,
Healthcare,
answered.
Do you make clinical decisions with AI?
No. Our systems handle administration: sorting, checking and drafting. Clinical judgment stays with clinicians.
Can it work with our hospital information system?
Usually through exports, reports or an API where one exists. We confirm what your system supports before we build.