An OPD doctor in a busy clinic sees 40 patients a day. If prescription entry takes 90 seconds per patient, that is 60 minutes of typing — an hour the doctor could have spent on the next patient, on documentation, or just gone home. Most EMRs accept that as the cost of going digital. We didn't.
We rebuilt the prescription screen around three principles and got the median entry time under a minute. Here is what worked.
Principle 1: typing is the enemy
The first redesign target was the drug field. Most EMRs offer a search-as-you-type box wired to a 5,000-drug list. That is fine for the first ten drugs a doctor uses; it is terrible for drug eleven onwards.
We did three things instead. First, the autocomplete index ships with 105,000 Indian- market drugs (generic + brand) so the doctor never has to type the full name. Second, the top three matches are shown in large tap targets — touch-friendly for tablets. Third, the doctor's most-prescribed-drugs list pre-loads in the empty state, so for repeat conditions the entry is two taps, not typing.
Principle 2: validation should not interrupt
Drug interactions, allergy warnings, and dose-range checks have to happen — but if every warning halts the flow with a modal, the doctor learns to dismiss modals reflexively, and eventually clicks through real warnings without reading.
We split warnings into three lanes. Severe (contraindicated combination, documented allergy) blocks the prescription and demands a typed reason if overridden — that reason goes into the audit log. Moderate (clinically meaningful interaction, dose at edge of range) appears as a coloured banner the doctor must acknowledge with one tap, but it does not steal focus. Informational (food interaction, monitoring recommendation) appears as small text next to the drug — readable without being a roadblock.
The point: real warnings get real attention because the system has not cried wolf.
Principle 3: the prescription PDF is one click
Most EMRs save the prescription, then ask you to open a separate "print" screen, then render a PDF in a popup, then expect you to click "print" again. Four clicks for what should be one.
Ours generates the prescription PDF the moment the doctor hits "Sign" — same screen, downloadable, printable, ABHA-QR'd, ready. If the doctor wants to email it to the patient, that is one more click. If the patient wants it on WhatsApp, also one click. The PDF is generated server-side from a single template the clinic configured once.
The numbers
Median entry time for a four-drug prescription with full validation: 48 seconds. P90: 72 seconds. That is the time from the doctor opening the prescription tab to the printed PDF in the patient's hand.
For comparison: in the EMRs the pilot doctors were using before, the same prescription took a median of 110 seconds. Across 40 patients a day that is the better part of an hour back, every day.
What we did not do
We did not add AI generation for prescriptions. We did not add voice-to-text. Both are on the long-term roadmap, but the bigger win was getting the boring parts (autocomplete, validation, PDF) right.
Speed is rarely about a clever feature; it is about removing friction the user got used to.
Read more on the prescriptions feature page, or see it live in a 20-minute demo.