AI for healthcare and diagnostic labs in India

Administrative load in Indian healthcare

Diagnostic labs receive handwritten prescriptions and referral slips, process hundreds of reports and answer constant phone calls about timings, prices and report status. Clinics juggle appointment calls, no-shows and follow-up reminders. Hospitals deal with discharge summaries, insurance forms and billing paperwork.

We focus on administrative and operational work. We do not build tools that diagnose or replace clinical judgement. Because health data is sensitive, we design access, retention and deletion carefully and recommend you confirm obligations under the DPDP Act with your legal adviser.

Report and form processing

Document AI turns paper and PDF records into structured data. See our document ai and ocr service for how we build it.

• Lab reports and external test results extracted into patient records.
• Prescriptions and referral slips read to pre-fill test orders.
• Insurance and TPA forms pre-filled from existing records.
• Discharge summaries and invoices digitised for billing.

Voice agents for appointments and queries

Most inbound calls ask the same few questions. A voice agent in Hindi, Marathi or English can handle them at any hour. See our voice ai agents service for how we build it.

• Appointment booking, rescheduling and reminders.
• Test price, preparation and timing queries (for example fasting requirements).
• Report-ready notifications and collection requests.
• Transfer to staff for anything clinical or urgent.

Follow-up and workflow automation

Reminders and follow-ups are where clinics lose revenue and patients lose continuity of care. See our business process automation service for how we build it.

• WhatsApp reminders for appointments, repeat tests and vaccinations.
• Report delivery with secure links instead of manual sending.
• Feedback collection after visits.
• Pending payment and insurance claim tracking.

Operations software and dashboards

Where a lab information system is missing a piece, we build it: sample tracking, home collection scheduling and dashboards for turnaround time and referral source. See our custom software and bi dashboards service for how we build it.

• Phlebotomist apps for home collection routes.
• Turnaround time dashboards by test and branch.

Privacy and trust come first

Health records are sensitive, and patients trust you with them. Before building anything we agree what data is needed, what can be masked, where it is stored and for how long. Processing can run in an Indian Google Cloud region, access is role-based and every view or change is logged.

Staff trust matters too. Automation works best when receptionists and technicians see it as removing the dull parts of their job. We involve them early, show them the review screens and keep a manual route open. For patients, a voice or WhatsApp assistant should always make it easy to reach a real person. Confirm consent and retention requirements under the DPDP Act with your legal adviser before launch.

Use cases at a glance

Where to start

Start with the highest-volume, lowest-risk administrative task. For a lab that is often report handling or appointment calls. Avoid clinical decision support as a first project.

Agree early on which data leaves your premises, where it is stored and who can see it. We can process data in an Indian Google Cloud region with role-based access.

Our usual path is the same in every industry: a short discovery session, a prototype on a sample of your own data, production on Google Cloud, then improvement under an annual maintenance contract. See pricing for how that is structured, or talk to us about your workflow.