Industry · Healthcare
AI for healthcare operations — with clinicians in charge of care.
We build AI systems for the administrative and operational side of healthcare: scheduling, intake, communication, documentation support, and back-office work. Clinical decisions stay with qualified professionals.
The challenge
Where healthcare teams lose time
- Front-desk teams overwhelmed by calls and scheduling requests
- Intake forms re-typed into practice management systems
- Staff time consumed by reminders, follow-ups, and paperwork
- Clinical staff spending hours on administrative documentation
- Patient questions about logistics going unanswered after hours
AI opportunities
Where AI makes a practical difference
Patient access
AI receptionists and messaging agents that answer, book, reschedule, and remind.
Intake processing
Digital intake with extraction into your practice system, validated by staff.
Administrative documentation
Drafting of letters, summaries, and forms for clinician review.
Revenue cycle support
Preparing claims information and identifying missing documentation for billing staff.
Agent examples
AI employees for this industry
Agent
AI Receptionist
Answers calls, books appointments, and transfers urgent calls to staff.
Agent
Intake Assistant
Collects and structures patient-provided information for staff review.
Agent
Follow-up Coordinator
Sends reminders and post-visit logistics messages within approved templates.
Agent
Billing Prep Assistant
Checks claim packets for missing information before submission by staff.
Automation workflow
Appointment request
- 1
Call or message
Patient requests a visit.
- 2
Check
Availability and visit type.
- 3
Book
Slot confirmed in the system.
- 4Human
Urgent?
Urgent cases go to staff.
- 5
Remind
Confirmation and reminder sent.
Software systems
The software around the AI
Patient portals
Booking, forms, and secure messaging.
Clinic operations tools
Scheduling dashboards and staff workflows.
Review consoles
Where staff approve AI-prepared documents and messages.
Integrations
Systems we connect
- Practice management systems
- EHR/EMR (where APIs permit)
- Telephony
- Calendar
- SMS and WhatsApp
- Billing systems
Security & compliance
Considerations we design for
Healthcare data carries strict legal obligations that vary by country. We design systems to support your compliance program, but compliance is established by your organisation, your agreements, and your configuration — not by a vendor claim.
- AI does not diagnose, prescribe, or give medical advice in our deployments
- Clinical content is reviewed by qualified professionals before use
- Data minimisation: only the information each task requires is processed
- Model providers and hosting chosen to meet your data-handling requirements, including business associate agreements where applicable
- Access controls, audit logs, and encryption in transit and at rest
- Clear disclosure to patients when they interact with AI
Related work
Case studies
Healthcare · 2024
Ilaaj AI — an AI-assisted health web app designed for low-resource settings
A browser-based healthcare application combining AI-assisted image screening, a symptom-intake assistant, and voice guidance, designed for clinics with limited specialist access and users with varying literacy.
Healthcare · 2024 · Confidential client
A clinic operations platform with AI-assisted administration
A full-stack web platform for a clinic to manage patient records, appointments, and administrative workflows, with AI used to prepare documentation for staff review.
FAQ
Frequently asked questions
01Can your AI diagnose patients?
Our healthcare deployments focus on operational and administrative work. Any clinical decision support is assistive only and requires review by qualified clinicians and appropriate validation and regulatory consideration.
02Are your systems HIPAA compliant?
Compliance depends on how a system is configured, hosted, and contracted, and on your own policies. We design for the safeguards these rules require and work with your compliance team, but we do not make blanket compliance claims.
03Can the AI receptionist handle emergencies?
It is configured with your urgency rules to transfer immediately or direct callers to emergency services. It is not a triage service.
Related reading
Go deeper on this topic
Related services
How we help
Service
Voice AI & Communication Systems
We build AI receptionists and communication agents that answer calls and messages, capture details, book appointments, and transfer to a person when the conversation needs one.
Service
AI Automation Engineering
We engineer automations that combine dependable workflow logic with AI where it adds value — reading documents, classifying requests, extracting data — so repetitive work moves without manual effort.
Service
AI Employee Systems
We build supervised digital workers for defined business functions — sales, support, operations, finance, and more — that use your tools, follow your rules, and hand decisions to people when judgment is required.
Next step
Tell us about your healthcare workflow.
A strategy call is a working conversation about one workflow: what it involves today, what could be automated, and what a first build would look like.
What happens next
- 1Tell us about one workflow
- 2We review it before replying
- 3A working session, then a first-build proposal