{"id":24673,"date":"2026-11-02T10:20:29","date_gmt":"2026-11-02T10:20:29","guid":{"rendered":"https:\/\/engineerbabu.com\/blog\/?p=24673"},"modified":"2026-11-02T10:20:29","modified_gmt":"2026-11-02T10:20:29","slug":"build-an-app-like-eka-care","status":"publish","type":"post","link":"https:\/\/engineerbabu.com\/blog\/build-an-app-like-eka-care\/","title":{"rendered":"How to Build an App Like Eka Care in India (2026 Guide)"},"content":{"rendered":"<p><b>TL;DR<\/b><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Eka Care works because it ingests messy real-world records and turns them into structured, ABHA-linked health data.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Anyone planning to build an app like Eka Care needs two products: a consumer records app and a clinic-side EMR that feeds it.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">ABDM certification, consent architecture, and document parsing are the three hard engineering problems.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">EngineerBabu builds ABDM-ready health platforms, clinic EMRs, and consumer health apps for Indian healthtech teams.<\/span><\/li>\n<\/ul>\n<p><span style=\"font-weight: 400;\">Indian medical history lives in a drawer. Discharge summaries, lab PDFs on WhatsApp, prescriptions on carbon paper, and a vaccination card nobody can find. Eka Care built a business out of that mess.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">The temptation when you build an app like Eka Care is to copy the patient screens. That is the easy half. The reason Eka Care has data worth showing is that doctors use its clinic software every day, and those records flow straight into patient accounts.<\/span><\/p>\n<h2><b>What Eka Care actually solved<\/b><\/h2>\n<p><span style=\"font-weight: 400;\">Before you build an app like Eka Care, be clear about which problem it cracked.<\/span><\/p>\n<ul>\n<li aria-level=\"1\">\n<h3><b>It accepted messy input<\/b><\/h3>\n<\/li>\n<\/ul>\n<p><span style=\"font-weight: 400;\">Most Indian health data is not structured. It arrives as a photo of a prescription, a scanned discharge summary, or a lab PDF mailed from a diagnostic chain.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Eka Care built ingestion that reads those artifacts, extracts values, and files them against the right person. That capability, not the UI, is the moat.<\/span><\/p>\n<ul>\n<li aria-level=\"1\">\n<h3><b>It used ABHA as the spine<\/b><\/h3>\n<\/li>\n<\/ul>\n<p><span style=\"font-weight: 400;\">Linking records to an Ayushman Bharat Health Account gave the app a national identity layer it did not have to invent. Records become portable instead of trapped inside one app.<\/span><\/p>\n<ul>\n<li aria-level=\"1\">\n<h3><b>It built for both sides<\/b><\/h3>\n<\/li>\n<\/ul>\n<p><span style=\"font-weight: 400;\">Anyone who wants to build an app like Eka Care has to solve supply before demand. A patient app with no fresh data dies within months. Eka Care seeded supply by giving doctors a free, genuinely usable clinic tool, then let the records flow downstream.<\/span><\/p>\n<h2><b>Why build an app like Eka Care in 2026<\/b><\/h2>\n<p><span style=\"font-weight: 400;\">Demand and infrastructure finally arrived together. India&#8217;s digital health market is estimated at $23.78 billion in 2026. It is projected to reach $90 billion by 2034 at an 18.06% CAGR (<\/span><a href=\"https:\/\/www.imarcgroup.com\/india-digital-health-market\" target=\"_blank\" rel=\"noopener\"><span style=\"font-weight: 400;\">IMARC Group<\/span><\/a><span style=\"font-weight: 400;\">).<\/span><\/p>\n<p><span style=\"font-weight: 400;\">ABDM removed the hardest part of the problem. Identity, registries, and consent plumbing are national infrastructure now, so a startup no longer has to build them alone.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Insurers, employers, and hospital chains are also buying structured patient history, which gives a records app revenue that does not depend on consumer subscriptions.<\/span><\/p>\n<h2><b>Two products, one data layer<\/b><\/h2>\n<p><span style=\"font-weight: 400;\">Every serious plan to build an app like Eka Care involves two products, not one.<\/span><\/p>\n<table>\n<tbody>\n<tr>\n<td><\/td>\n<td><b>Patient app<\/b><\/td>\n<td><b>Clinic app<\/b><\/td>\n<\/tr>\n<tr>\n<td><span style=\"font-weight: 400;\">Primary user<\/span><\/td>\n<td><span style=\"font-weight: 400;\">Individuals and families<\/span><\/td>\n<td><span style=\"font-weight: 400;\">Doctors and front desk<\/span><\/td>\n<\/tr>\n<tr>\n<td><span style=\"font-weight: 400;\">Core job<\/span><\/td>\n<td><span style=\"font-weight: 400;\">Store, read, and share records<\/span><\/td>\n<td><span style=\"font-weight: 400;\">Write prescriptions, bill, schedule<\/span><\/td>\n<\/tr>\n<tr>\n<td><span style=\"font-weight: 400;\">Data direction<\/span><\/td>\n<td><span style=\"font-weight: 400;\">Consumes<\/span><\/td>\n<td><span style=\"font-weight: 400;\">Produces<\/span><\/td>\n<\/tr>\n<tr>\n<td><span style=\"font-weight: 400;\">Monetization<\/span><\/td>\n<td><span style=\"font-weight: 400;\">Freemium, partner services<\/span><\/td>\n<td><span style=\"font-weight: 400;\">SaaS subscription<\/span><\/td>\n<\/tr>\n<tr>\n<td><span style=\"font-weight: 400;\">Why it matters<\/span><\/td>\n<td><span style=\"font-weight: 400;\">Retention<\/span><\/td>\n<td><span style=\"font-weight: 400;\">Supply of fresh records<\/span><\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p><span style=\"font-weight: 400;\">Teams that build an app like Eka Care and skip the clinic side end up with empty accounts. The consumer app is the storefront, while the doctor tool is the warehouse.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Most Indian practices already evaluate<\/span><a href=\"https:\/\/engineerbabu.com\/blog\/clinic-management-software-development\/\"> <span style=\"font-weight: 400;\">clinic management software development<\/span><\/a><span style=\"font-weight: 400;\"> options, so the category is familiar to them.<\/span><\/p>\n<h2><b>ABDM integration is the real moat<\/b><\/h2>\n<p><span style=\"font-weight: 400;\">This is the part of any plan to build an app like Eka Care that sets the real timeline.<\/span><\/p>\n<ul>\n<li aria-level=\"1\">\n<h3><b>The milestone structure<\/b><\/h3>\n<\/li>\n<\/ul>\n<p><span style=\"font-weight: 400;\">ABDM certification runs through defined milestones. M1 covers ABHA creation and verification, M2 covers linking and fetching health records, and M3 covers acting as a Health Information Provider.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Each milestone has its own test cases and approval cycle. Most teams clear M1 quickly and then underestimate the data-sharing work in M2 and M3.<\/span><\/p>\n<ul>\n<li aria-level=\"1\">\n<h3><b>Sandbox to production<\/b><\/h3>\n<\/li>\n<\/ul>\n<p><span style=\"font-weight: 400;\">You register on the ABDM sandbox, build against test endpoints, pass milestone demos, and only then receive production credentials. Rushing this stage is the most common schedule failure in Indian healthtech builds.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Keep sandbox and production configurations fully separated. Mixed credentials cause failures that surface only after real patients are on the system.<\/span><\/p>\n<ul>\n<li aria-level=\"1\">\n<h3><b>Consent is not a checkbox<\/b><\/h3>\n<\/li>\n<\/ul>\n<p><span style=\"font-weight: 400;\">Consent is the compliance core of any effort to build an app like Eka Care. The Health Information Exchange and Consent Manager governs who sees what, for how long, and for which purpose. Your app must request, store, honor, and expire consent artifacts correctly.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Getting this right requires a proper<\/span><a href=\"https:\/\/engineerbabu.com\/blog\/consent-based-data-sharing-architecture\/\"> <span style=\"font-weight: 400;\">consent based data sharing architecture<\/span><\/a><span style=\"font-weight: 400;\"> rather than a permissions flag on a user table.<\/span><\/p>\n<h2><b>The parsing engine nobody budgets for<\/b><\/h2>\n<p><span style=\"font-weight: 400;\">Document parsing is where budgets to build an app like Eka Care quietly overrun. Reading an Indian lab report is harder than it looks. Formats differ by chain, units differ by lab, and reference ranges sit in inconsistent positions on the page.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">A workable pipeline needs OCR, layout detection, test-name mapping to LOINC, unit normalization, and a confidence score. Anything below the confidence threshold goes to human review instead of silently entering the record.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Multilingual prescriptions add another layer. Handwriting, abbreviations, and regional drug brand names break naive extraction, which is where practical<\/span><a href=\"https:\/\/engineerbabu.com\/blog\/9-ai-use-cases-in-healthcare-app-development\/\"> <span style=\"font-weight: 400;\">AI use cases in healthcare app development<\/span><\/a><span style=\"font-weight: 400;\"> earn their keep.<\/span><\/p>\n<h2><b>How to build an app like Eka Care, step by step<\/b><\/h2>\n<h3><b>Step 1: Pick the wedge<\/b><\/h3>\n<p><span style=\"font-weight: 400;\">The first call when you build an app like Eka Care is where to start narrow. Do not launch both products at once. Choose either a clinic specialty with heavy repeat visits, such as diabetology or pediatrics, or a records-heavy group like chronic care patients.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">A narrow wedge makes parsing accuracy achievable, because one specialty uses a predictable set of tests, drugs, and formats. Broad launches produce mediocre extraction everywhere.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Define success as records created per active doctor per week. Downloads tell you nothing in this category.<\/span><\/p>\n<h3><b>Step 2: Register for ABDM and clear M1<\/b><\/h3>\n<p><span style=\"font-weight: 400;\">Create a sandbox account, register your application, and build ABHA creation and verification first. Support both Aadhaar-based and mobile-based flows, since many users will not link Aadhaar.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Handle the failure paths properly. OTP timeouts, demographic mismatches, and duplicate accounts are routine, and poor recovery flows kill onboarding completion.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Keep the ABHA address concept visible to users, because people confuse the 14-digit number with the readable handle constantly.<\/span><\/p>\n<h3><b>Step 3: Build the record pipeline<\/b><\/h3>\n<p><span style=\"font-weight: 400;\">Start with structured sources such as partner labs and your own clinic app before tackling scanned documents. Clean data first makes the messy cases easier to evaluate later.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Build ingestion as a queue with retries, versioning, and an audit trail. Patients will upload the same report three times, and duplicates must merge rather than stack.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Store the original file permanently alongside extracted values, since the source document is your defense in any clinical dispute.<\/span><\/p>\n<h3><b>Step 4: Ship the clinic product<\/b><\/h3>\n<p><span style=\"font-weight: 400;\">Prescription writing, templates, scheduling, billing, and reports cover most daily needs. Speed matters more than feature count, because a doctor sees patients in six-minute slots.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Work offline-first. Clinic internet in Tier 2 and Tier 3 cities drops regularly, and an app that stalls mid-consultation gets abandoned that same day.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Teams planning this often compare approaches used by an<\/span><a href=\"https:\/\/engineerbabu.com\/blog\/emr-software-development-company-in-india\/\"> <span style=\"font-weight: 400;\">EMR software development company in India<\/span><\/a><span style=\"font-weight: 400;\"> before committing to a build.<\/span><\/p>\n<h3><b>Step 5: Earn the sharing loop<\/b><\/h3>\n<p><span style=\"font-weight: 400;\">Let patients share a record with a doctor through a link, a QR code, or an ABHA-linked request. Sharing is the behavior that converts storage into habit.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Add family profiles early. In Indian households, one person typically manages records for parents, a spouse, and children.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Then layer reminders for follow-ups, refills, and vaccinations, which is where<\/span><a href=\"https:\/\/engineerbabu.com\/blog\/medication-tracking-software\/\"> <span style=\"font-weight: 400;\">medication tracking software<\/span><\/a><span style=\"font-weight: 400;\"> patterns lift weekly retention sharply.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Keep sharing available over WhatsApp too, since that is where Indian patients already send reports to relatives and doctors.<\/span><\/p>\n<h2><b>Monetization that works in India<\/b><\/h2>\n<p><span style=\"font-weight: 400;\">Revenue design matters early when you build an app like Eka Care. Clinic SaaS subscriptions between Rs 500 and Rs 3,000 per doctor per month form the reliable base. Consumer payments stay weak, so treat the patient app as distribution rather than revenue.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Beyond that, diagnostics and pharmacy partnerships, insurer and corporate wellness contracts, and teleconsultation commissions carry most of the margin. Data sales are not an option under DPDP obligations.<\/span><\/p>\n<h2><b>Cost and timeline to build an app like Eka Care<\/b><\/h2>\n<table>\n<tbody>\n<tr>\n<td><b>Scope<\/b><\/td>\n<td><b>Timeline<\/b><\/td>\n<td><b>Indicative cost<\/b><\/td>\n<\/tr>\n<tr>\n<td><span style=\"font-weight: 400;\">Patient app with ABHA, M1 and M2<\/span><\/td>\n<td><span style=\"font-weight: 400;\">4 to 5 months<\/span><\/td>\n<td><span style=\"font-weight: 400;\">Rs 25 to 45 lakh<\/span><\/td>\n<\/tr>\n<tr>\n<td><span style=\"font-weight: 400;\">Clinic EMR plus patient app<\/span><\/td>\n<td><span style=\"font-weight: 400;\">7 to 9 months<\/span><\/td>\n<td><span style=\"font-weight: 400;\">Rs 60 lakh to Rs 1.2 crore<\/span><\/td>\n<\/tr>\n<tr>\n<td><span style=\"font-weight: 400;\">Full platform with parsing and analytics<\/span><\/td>\n<td><span style=\"font-weight: 400;\">10 to 14 months<\/span><\/td>\n<td><span style=\"font-weight: 400;\">Rs 1.2 crore and above<\/span><\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p><span style=\"font-weight: 400;\">Parsing accuracy work continues indefinitely. Budget a standing data engineering cost rather than treating extraction as a one-time module.<\/span><\/p>\n<h2><b>Mistakes that stall teams who build an app like Eka Care<\/b><\/h2>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Building the consumer app alone and hoping records appear. Supply has to be engineered.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Treating ABDM certification as paperwork instead of a development track with real test cases.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Accepting low extraction confidence to show progress, which quietly fills accounts with wrong values.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Ignoring regional language support, which cuts off a large share of the users this category is meant to serve.<\/span><\/li>\n<\/ul>\n<h2><b>Where EngineerBabu fits<\/b><\/h2>\n<p><span style=\"font-weight: 400;\">Founders who want to build an app like Eka Care rarely need help with the idea. They need the unglamorous half: ABDM milestones, consent artifacts, parsing accuracy, and an EMR doctors tolerate.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">EngineerBabu works as a<\/span><a href=\"https:\/\/engineerbabu.com\/blog\/healthcare-software-development-company-india\/\"> <span style=\"font-weight: 400;\">healthcare software development company in India<\/span><\/a><span style=\"font-weight: 400;\">, covering ABDM-aligned builds, clinic software, mobile engineering, and data pipelines. Starting with a scoped wedge keeps the first release honest.<\/span><\/p>\n<h2><b>FAQs<\/b><\/h2>\n<ul>\n<li aria-level=\"1\">\n<h3><b>Is ABDM integration mandatory for a health records app in India?<\/b><\/h3>\n<\/li>\n<\/ul>\n<p><span style=\"font-weight: 400;\">Not legally, but practically yes. Without ABHA linking, your records stay locked inside your own app and cannot be fetched from hospitals or shared across the national network that providers already use.<\/span><\/p>\n<ul>\n<li aria-level=\"1\">\n<h3><b>How long does ABDM sandbox approval take?<\/b><\/h3>\n<\/li>\n<\/ul>\n<p><span style=\"font-weight: 400;\">Plan for six to ten weeks across registration, milestone demonstrations, and production credentialing. Delays usually come from incomplete test coverage on your side rather than from the review process being slow.<\/span><\/p>\n<ul>\n<li aria-level=\"1\">\n<h3><b>Can a records app operate without a clinic product?<\/b><\/h3>\n<\/li>\n<\/ul>\n<p><span style=\"font-weight: 400;\">It can, but retention suffers badly. Without a steady source of fresh records, users open the app once, upload a few old reports, and rarely return afterward unless something pulls them back.<\/span><\/p>\n<ul>\n<li aria-level=\"1\">\n<h3><b>What law governs patient data in India?<\/b><\/h3>\n<\/li>\n<\/ul>\n<p><span style=\"font-weight: 400;\">The Digital Personal Data Protection Act sets consent, purpose limitation, and breach notification duties. ABDM policies add health-specific rules covering record linking, data sharing, and consent artifact handling across every connected system.<\/span><\/p>\n<ul>\n<li aria-level=\"1\">\n<h3><b>What team size is needed to build an app like Eka Care?<\/b><\/h3>\n<\/li>\n<\/ul>\n<p><span style=\"font-weight: 400;\">A first release typically needs eight to twelve people, covering mobile, backend, data engineering, design, and QA, plus one person owning ABDM certification from start to finish, including sandbox demos.<\/span><\/p>\n<ul>\n<li aria-level=\"1\">\n<h3><b>Do patients need Aadhaar to create an ABHA?<\/b><\/h3>\n<\/li>\n<\/ul>\n<p><span style=\"font-weight: 400;\">No. An ABHA can be created using a mobile number or other accepted identity routes, though Aadhaar-based creation is faster and reduces demographic mismatch errors considerably during the identity verification step.<\/span><\/p>\n","protected":false},"excerpt":{"rendered":"<p>TL;DR Eka Care works because it ingests messy real-world records and turns them into structured, ABHA-linked health data. Anyone planning to build an app like Eka Care needs two products: a consumer records app and a clinic-side EMR that feeds it. ABDM certification, consent architecture, and document parsing are the three hard engineering problems. EngineerBabu [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":24674,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1258],"tags":[],"class_list":["post-24673","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-app-development"],"_links":{"self":[{"href":"https:\/\/engineerbabu.com\/blog\/wp-json\/wp\/v2\/posts\/24673","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/engineerbabu.com\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/engineerbabu.com\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/engineerbabu.com\/blog\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/engineerbabu.com\/blog\/wp-json\/wp\/v2\/comments?post=24673"}],"version-history":[{"count":1,"href":"https:\/\/engineerbabu.com\/blog\/wp-json\/wp\/v2\/posts\/24673\/revisions"}],"predecessor-version":[{"id":24675,"href":"https:\/\/engineerbabu.com\/blog\/wp-json\/wp\/v2\/posts\/24673\/revisions\/24675"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/engineerbabu.com\/blog\/wp-json\/wp\/v2\/media\/24674"}],"wp:attachment":[{"href":"https:\/\/engineerbabu.com\/blog\/wp-json\/wp\/v2\/media?parent=24673"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/engineerbabu.com\/blog\/wp-json\/wp\/v2\/categories?post=24673"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/engineerbabu.com\/blog\/wp-json\/wp\/v2\/tags?post=24673"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}