WONDRx

Source-captured private-clinic outpatient prescription data from India, captured at the point of writing rather than inferred downstream: the physician's original handwritten prescription is digitised in the clinic without changing workflow and converted into structured, searchable records — drug brand and molecule, dose, dosage form, quantity, duration, and prescriber and clinic identity with location. This is the prescribing layer that Indian market research misses, because incumbent providers reconstruct it from stockist, distributor, chemist and select hospital-chain feeds, which under-represent high-volume private outpatient physicians in tier 2 and tier 3 towns. Second, rarer asset: the paired corpus itself — original handwritten prescription images bound to their verified structured transcription.

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Coverage

Universe, instruments and categories.

Industry: PharmaceuticalsHealth Care Technology
Instruments: equities
Categories: Alternative

Dataset card

Type: not stated
Format: Multimodal — original handwritten prescription images paired with their structured machine-readable transcriptions, plus tabular prescriber, clinic and geographic reference data, generated in real time at the point of capture
Volume: No vendor-stated totals. Estimated ~50-500 million prescriptions digitised cumulatively, derived from the daily-throughput estimate scaled across roughly six to eight years of clinic operation. Each prescription contributes both an image and a structured record, so the corpus is effectively two aligned datasets of that size. Basis is throughput and tenure inference rather than a published count; the article's own framing that 'millions of private OPD prescriptions' are untracked indicates the addressable volume but not the company's captured volume.
Users: Physician and clinic users estimated ~3,000-20,000 onboarded private clinics and prescribers, inferred from a 58-person, seed-funded company at roughly $3.2M revenue operating a field-led clinic onboarding motion in India. Data subjects are far more numerous: each onboarded clinic typically sees 30-100 patients daily, so the patient-encounter population flowing through the system is an order of magnitude larger than the paying or enrolled user count.
History: 8 years
Update frequency: not stated
Growth: Active and building — ~58 employees on seed funding of roughly $1M with reported revenue around $3.2M, currently publishing an ongoing technical thought-leadership series and actively marketing the prescription-data layer to pharmaceutical analytics buyers. The revenue-to-headcount profile indicates real commercial traction for a seed-stage firm, but the early funding stage means the business is still proving its model rather than consolidating a category.
Launched: ~2018-2019 estimated. The company-record organizational identifier dates to late 2018, and the firm already operates a substantial clinic install base with mature positioning and an established content programme, which implies product activity at or shortly before that date rather than materially after. No founding or launch year is stated in the retrieved page text.
Delivery: not stated
Entity mapping: not stated
Sample: not stated
Point-in-time: not stated
Licence: not stated

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