Guided plain-language intake
Patients or hospital helpers answer structured pre-consultation questions in Hindi, English, or their comfortable language.
View DetailsAI-ASSISTED CLINICAL INTAKE FOR INDIAN OPDs
Every patient's story, ready before the consult.
NIRAAMAY helps patients share their history in their own language and bring previous reports into one source-linked summary for their doctor to review.
Discuss a pilot
Human-verified. Doctor-controlled. No AI diagnosis.
Clinician Authority100%Doctor-controlled
Clinical Digest1-PageSource-linked summary
Facts linked to sources
Every extracted symptom, history point, and medication links directly back to patient input or uploaded document.
Uncertainty kept visible
Unclear, incomplete, or inconsistent items are highlighted in amber for human verification—never assumed as fact.
Doctor in full control
Clinicians retain 100% authority to accept, edit, or reject each item. No automated diagnosis or clinical advice.
NIRAAMAY is being designed and is not yet validated for clinical use.
WHAT NIRAAMAY DOESStructured Pre-Consultation
Structured Pre-Consultation
Intake For Indian OPDs
Organising patient histories and past documents before the doctor consultation begins.
See how the flow worksPrescription & report capture
Upload photographs of previous physical prescriptions and diagnostic lab reports into one place before entering the OPD.
View DetailsStructured 1-page pre-consult digest
Speech processing and document extraction organize scattered context into a concise, scannable summary for the doctor.
View DetailsTraceable source attribution
Click any extracted detail to view the exact original prescription line, lab snippet, or audio answer it came from.
View DetailsExplicit uncertainty flagging
The system highlights ambiguous, illegible, or conflicting information for clinical check rather than guessing.
View Details100% Clinician sovereignty
The doctor reviews and decides what is clinically relevant with one-click Accept, Edit, or Reject controls.
View DetailsA CLEARER PRE-CONSULTATION FLOWFrom scattered records to a summary
From scattered records to a summary
a doctor can verify.
A four-step collaborative intake designed for Indian OPD realities.
1/4
01. Guided intake in patient language
The patient—or a hospital helper—answers structured questions about complaints, timeline, and current medications.
- Patient or hospital helper: Symptoms, duration & medicines
- Bilingual Hindi/English guided questions
02. Capture previous prescriptions & reports
Photographs of previous paper slips, prescriptions, and diagnostic lab reports are uploaded before the consult.
- Patient or front-desk assistance: Photo & document upload
- Handwritten slips & printed lab reports
03. Organise & highlight uncertainty
Technology extracts and structures context into a 1-page digest, highlighting unclear or incomplete items for review.
- NIRAAMAY pre-consultation layer: Extraction & amber flagging
- Warm Coral uncertainty flags for verification
04. Doctor reviews, edits & decides
The clinician reviews source-linked facts, resolves uncertainty flags, and retains total clinical interpretation authority.
- Consulting OPD Clinician: Accept, edit, or reject
- 100% human clinician authority to accept/edit/reject
Clinician Responsibility: The clinician remains responsible for clinical interpretation and decisions.
DESIGNED AROUND TWO SIMPLE SCREENSEasy for the patient.
Easy for the patient.
Reviewable for the doctor.
A dual-interface flow built to bridge patient context with doctor precision.
Planned MVP Discovery ScopeWhat brings you in today?
Severe cough and fever for 4 days, chest feels heavy when lying down.
When did it begin?
Started four days ago after traveling from Indore.
Are you taking any medicines?
Took Paracetamol 650mg and an unlabelled cough syrup yesterday.
Main concern:
Acute productive cough & moderate pyrexia (4 days duration), worsening nocturnally.
Relevant history:
Seasonal bronchial hypersensitivity; no prior hospitalisation.
Medicines mentioned:
Paracetamol 650mg SOS · Unnamed OTC cough formulation
Source: Uploaded report · View source↗
Amber flag: Needs checkingDoctor verification required
Allergies — verify if unclearPatient mentioned allergic throat swelling after "cough syrup" in 2022. Compound unspecified; verify before prescribing.
Clinician Controls:
Note: Illustrative interface; sample content only. Final screens and fields may change through clinical discovery.
Planned MVP Design Scope(Design specifications for testing — Not currently shipped live features)
Hindi + English
QR/link access
Consent flow
Source links
Helper-assisted review
Audit log
CLINICAL OVERSIGHT BY DESIGNAI can organise the information.
AI can organise the information.
A doctor must verify it.
NIRAAMAY is being designed to make the origin and uncertainty of information visible—not to make clinical decisions on a doctor's behalf.
Source visibility
Facts should link back to supporting material, such as patient answers, voice notes, or prior documents.
Uncertainty stays visible
Ambiguous, contradictory, or illegible information is flagged explicitly for human verification rather than guessed.
Human review
Clinicians can accept, edit, or reject each item before it informs clinical assessment or care plans.
Purposeful data collection
The product should request only the information needed for the stated intake purpose, with clear notices and consent flows designed into the MVP.
Clinical Boundary Notice
NIRAAMAY is not a diagnostic system, does not suggest treatment, and does not replace professional medical judgement.
We do not claim “DPDP compliant,” “HIPAA compliant,” “fully secure,” “end-to-end encrypted,” or “hospital-grade security.” These represent ongoing design requirements and architectural standards to be validated through formal audit, not marketing claims.
India Regulatory Context
India has notified the Digital Personal Data Protection Rules, 2025, with phased commencement. NIRAAMAY's privacy, notice, consent and data-handling approach must be validated against the applicable requirements before launch. This is an explicit design commitment, not a premature claim of completed compliance.
BUILT AROUND THE OPD JOURNEYOne intake flow.
One intake flow.
Different people, clearer responsibilities.
Aligning administration, clinicians, helpers, and patients into a unified pre-consultation rhythm.
Talk through your OPD workflowClinical Care
OPD Clinicians & Doctors
Spend consultation minutes on patient examination and care decisions instead of gathering repetitive history and sorting paper slips.
Intake Support
Hospital Helpers & Front-Desk Staff
Empower non-tech-savvy patients to complete guided intake comfortably via simple interfaces or helper-assisted check-in.
Patient & Family
Patients & Caregivers
Share symptoms in their own words and bring past records together before meeting the doctor, without feeling rushed.
OPD Administration
Hospital & Clinic Leadership
Explore an organized pre-consultation workflow layer that works without replacing existing hospital EHR/HIS systems.
Scope boundary: NIRAAMAY does not claim existing EMR/HIS, ABHA, or hospital IT integration. Integration pathways will be evaluated during formal pilot discovery based on individual hospital requirements.
WHERE WE AREDesigned carefully.
Designed carefully.
Validated with clinicians next.
Status: Pre-validation · MVP being designed
Transparent milestones focused on clinical safety and usability.
Concept & Prototype Demonstration
Built a web-based prototype demonstrating guided intake, document capture, source links, and doctor review controls.
Clinical Discovery & Workflow Validation
Engaging OPD doctors, nursing teams, and helpers to evaluate workflow fit, usability, and time impact across specialties.
Supervised Pilot & Safety Testing
Conducting structured evaluations under clinical supervision with strict data safeguards and human-in-the-loop verification.
Responsible HealthTech Startup
Developing a compliant, sustainable platform solving verified OPD bottlenecks with clinical mentorship and institutional backing.
CONTEXT & TIMINGWhy pre-consultation intake
Why pre-consultation intake
is ready for thoughtful design.
A measured look at digital OPD evolution, privacy governance, and language realities in India.
OPD Realities
Pre-consultation minutes are under-utilized
OPD consultations often begin with collecting basic history: symptoms, duration, medicines, and previous records. Organizing this beforehand lets doctors focus on clinical care.
Visible Uncertainty
Not another chatbot adding reading fatigue
Rather than conversational fluff or artificial certainty, NIRAAMAY highlights ambiguous or conflicting information so the clinician knows exactly what needs human verification.
Responsible HealthTech
Pre-consultation layer, not replacement
Designed to work alongside existing hospital practices and EHR/HIS systems. Aligned with India’s DPDP Rules 2025 principles of purposeful collection and explicit consent.
Regulatory & Ecosystem Context:MeitY Digital Personal Data Protection Rules, 2025 (phased commencement) · National Health Authority OPD initiatives. NIRAAMAY operates as an independent pre-consultation research prototype.
FREQUENTLY ASKED QUESTIONSAnswers about our scope,
Answers about our scope,
design, and safeguards.
Clear boundaries and candid answers about what NIRAAMAY is and is not.
How is this different from a medical chatbot?
NIRAAMAY is not a chatbot and does not provide automated diagnoses or treatment suggestions. It is a pre-consultation workflow layer that organizes patient-provided information and uploaded prescriptions into a concise, source-linked 1-page summary with visible uncertainty flags for the doctor to review.
Does NIRAAMAY diagnose conditions or suggest medications?
No. NIRAAMAY maintains a strict non-diagnostic boundary. It focuses solely on information collection and organization. The consulting clinician retains 100% authority to interpret, accept, edit, or reject every detail.
How will patients who are uncomfortable with digital tools use it?
The platform is designed with simple guided questions in Hindi, English, and local languages. In hospital OPDs, it can be helper-assisted—completed with the help of front-desk staff or hospital volunteers before the consultation.
What happens when an uploaded document or patient answer is unclear?
The system does not assume every detail is correct. Ambiguous handwriting, incomplete symptom timelines, or conflicting medication names are explicitly flagged in amber for human verification, linking directly to the source.
Does NIRAAMAY replace a hospital’s EMR or HIS?
No. NIRAAMAY is designed as an additive pre-consultation intake layer. It does not replace existing hospital IT systems or change how doctors practise.
What is the current stage of the project and how can hospitals participate?
We have developed a functional web-based prototype demonstrating the pre-consultation concept. We are actively speaking with clinicians and OPD teams to evaluate intake workflows, test usability, and establish the clinical safeguards required for a supervised pilot.
Have an OPD operational question not listed here?
Speak with our discovery teamHELP SHAPE THE FIRST VERSIONLet's understand your
Let's understand your
OPD workflow.
We're designing NIRAAMAY and looking to speak with clinicians, OPD leads, and hospital teams about pre-consultation intake, document review, and the safeguards a useful pilot would require.
Direct Discovery Mailektasingh1030@gmail.com
Clinical Discovery DeskAvailable for Zoom & On-Site Visits
Field Discovery CenterIndore, Central India
Pilot & Discovery Enquiry
Share your facility details to arrange an exploratory conversation.