Healthcare and life sciences
Care waits on paperwork.
Pre-authorisations, intake forms, SOP questions and billing changes slow every ward. elan1 takes the routine. Clinical judgement stays with clinicians, and patient data stays in India.
How can AI agents be used in hospital operations?
AI agents in hospital and life-sciences operations sort referrals, check pre-authorisation files for gaps, answer staff questions on SOPs and route quality deviations. With elan1, clinical intake is recommend-only and a clinician confirms anything that affects care. elan1 Govern allows patient-data access only for a stated purpose, and elan1 Run hosts assistants in India.
Three realities
The admin load lands on clinical time.
Paperwork outpaces people.
Pre-authorisation, discharge and claims files pile up at the desk while patients wait.
Health data is the most sensitive data.
Every access and every message needs a purpose, a limit and a record.
Clinical AI is high-risk by law.
The EU AI Act requires logging and human oversight for AI in medical devices and emergency triage.
Source: EU AI Act, Reg. 2024/1689, Annexes I and III
Use cases
Take the routine off the ward.
A clinician or coordinator stays on every decision that matters.
Patient and claims operations
- elan1 Decide
Intake and referral triage
Referrals are sorted by urgency and department. Recommend only: a clinician confirms any routing that affects care.
- elan1 Decide
Pre-authorisation checks
TPA files are checked for completeness before sending, with gaps flagged to the coordinator.
- elan1 Govern
Patient data and messaging
Access only for a stated purpose. Messages are capped and consent-checked. Anything else is refused.
Quality and compliance
- elan1 Decide
- elan1 Govern
Quality and deviation triage
Deviations are routed to QA by confidence, and QA closes each one. Record changes pass through elan1 Govern.
Finance and accounting
- elan1 Work
Billing and item-master changes
Rate and billing changes are tested against your books before they go live.
IT operations
- elan1 Run
Private staff assistant
Answers on SOPs and policies, hosted in India, with personal data redacted before any model reads it.
Platforms at work
Clinicians decide. Agents prepare.
elan1 Govern
Agent governance and assurance
Purpose-bound access and message limits, recorded.
elan1 Run
Sovereign agent infrastructure
Private assistants and redaction, in-country.
elan1 Decide
Decision intelligence
Intake and deviations, recommend-only where care is affected.
elan1 Work
Agentic enterprise automation for ERP and CRM
Billing and procurement changes that keep the books right.
Applications
Your systems of record
- HIS
- EMR
- LIMS and QMS
- Hospital ERP
- TPA portals
View as listHide list
- Applications: elan1 Work (applies here), elan1 Decide (applies here), and commerce1, a connected platform at commerce1.ai.
- Governance: elan1 Govern (applies here) allows, asks a person, or refuses every action.
- Runtime: elan1 Run (applies here), the runtime underneath.
- Your systems of record: HIS, EMR, LIMS and QMS, Hospital ERP, TPA portals. Every change reaches them only through elan1 Govern.
Regulations we map to
Mapped to the rules on patient data.
Mappings are drafts for your counsel and auditors. They are not certification, legal advice or regulator approval.
DPDP Act 2023
Consent and purpose limits, main obligations from 13 May 2027.
Source: Digital Personal Data Protection Act 2023; DPDP Rules 2025
ABDM Health Data Management Policy
Consent-based record sharing.
Source: National Health Authority, Ayushman Bharat Digital Mission
HIPAA
PHI access control and audit logs for US operations.
Source: US Health Insurance Portability and Accountability Act 1996, Security Rule
EU AI Act and GDPR
High-risk medical AI, EU patient data.
Source: Regulation (EU) 2024/1689, Annexes I and III; Regulation (EU) 2016/679
CDSCO Medical Devices Rules 2017
Where software is a device, elan1 is not the device.
Source: Central Drugs Standard Control Organisation, Medical Devices Rules 2017
21 CFR Part 11 and EU GMP Annex 11
We record who did what and when, but do not validate your system.
Source: US FDA 21 CFR Part 11; EudraLex Volume 4, Annex 11
Facts
Healthcare in four figures.
13 May 2027
DPDP obligations begin.
Source: DPDP Rules 2025
67%
of enterprises lack evidence-quality audit trails for agents.
Source: CSA and Token Security, Apr 2026
50 an hour
Example message limit in the healthcare starter rulebook.
Target, not compliance.
Recommend only
Every clinical-intake decision.
Target, not a measurement.
Third-party figures are quoted from the source named under each one. Design targets describe how elan1 is specified to behave; they are not measurements.
Proof
Stories appear here when they are live.
We publish a customer story only when the work is in production and the customer has signed it off. No invented names, logos or results. Until then, this space is an invitation.
Become a design partner
Bring one real healthcare process. Shape what comes next. We configure it with your team, you keep every approval, and the record is there from the first run.
Insights
Related insight
Plain answers on AI that acts, for healthcare and life sciences teams.
Also worth reading
FAQs
AI in hospital operations: common questions
Does AI make clinical decisions in elan1?
No. Clinical intake is recommend-only: elan1 Decide sorts referrals by urgency and department, and a clinician confirms any routing that affects care. Clinicians keep every clinical decision. elan1 takes the administration around care, such as pre-authorisation checks, SOP questions, quality deviations and billing changes.
Where is patient data stored?
Patient data is hosted in AWS Mumbai across 3 availability zones, with no US region. Private staff assistants on elan1 Run redact personal data before any model reads it, and elan1 Govern allows access to patient data only for a stated purpose, with messages capped and consent-checked.
Which healthcare regulations does elan1 map to?
elan1 maps hospital and life-sciences work to the DPDP Act 2023, whose main obligations begin on 13 May 2027, the ABDM Health Data Management Policy, HIPAA for US operations, the EU AI Act and GDPR, the CDSCO Medical Devices Rules 2017, and 21 CFR Part 11 with EU GMP Annex 11. Mappings are drafts for your counsel, not certification.
Is elan1 a medical device?
No. Where software is a medical device under the CDSCO Medical Devices Rules 2017, elan1 is not the device. For 21 CFR Part 11 and EU GMP Annex 11, elan1 records who did what and when, but it does not validate your system; validation stays with your quality team.
What is a good first use case for AI in a hospital?
One admin queue: pre-authorisation file checks for TPAs, intake and referral sorting, or SOP and policy questions from staff. We configure it on your data in India, designed to work with your HIS, EMR, hospital ERP and TPA portals, and your clinicians keep every decision that affects care.
Start with one admin queue.
Pick pre-authorisation, intake or SOP questions. We configure it on your data in India. Your clinicians keep every decision that affects care.
Intelligence you can answer for.