Case studies · Verified
Read how pharmacies, hospitals, clinics, and diagnostic centres use Hayati AI Nexus day to day. Every public story is customer-approved, evidence-reviewed, and published only after explicit sign-off—no invented names, logos, or performance claims.
These case studies describe real operational rollouts across Indian healthcare retail and care delivery. Each customer-approved narrative covers the business context, the challenge operators faced, how Hayati modules were implemented, and the outcomes the customer agreed to share. Stories may stay anonymous when requested; named facilities appear only with written approval. Use them to understand fit—not as a substitute for a walkthrough with your own bills, stock, and payer mix.
Indian healthcare operators need billing, stock, queues, and branch coordination that keep working under real counter pressure—not slide-deck features. Across segments, teams typically look for the same operational clarity: correct GST and GST-linked workflows, disciplined inventory, offline-safe counters, visibility across cash and credit mix, and software that respects how Indian pharmacies and care sites actually close the day. The stories below show how those themes play out in published customer contexts—without inventing outcomes you have not approved for the public site.
Single-store and chain pharmacies often struggle with FEFO expiry control, multi-counter GST billing, returns handling, and keeping registers productive when the network drops. Operators evaluate Hayati for counter reliability, batch-aware stock, licensing suitable for desktop deployments, and day-close discipline designed for Indian retail pharmacy operations—not for generic e-commerce inventory patterns.
Hospital pharmacies need tighter linkage between ward or OPD demand, batch allocation on bills, and payer visibility—especially where TPA and cash mix share the same counter. Teams look for branch-scoped stock, reconciliation workflows, audit-friendly bill history, and safer handoffs between clinical demand and pharmacy fulfilment without claiming EMR depth Hayati does not ship.
Clinics with or without a dispensary need OPD queue handoff into billing without losing the patient journey. Teams look for queue discipline, prescription-aware billing where in scope, staff-friendly counters, and a desktop deployment model that matches how small clinical practices actually run through busy morning OPDs.
Diagnostic centres need sample-to-report billing linkage, corporate credit settlement, and clear revenue splits across lab and imaging lines. Operators evaluate Hayati for accession-aware billing workflows and accountable settlement trails—grounded in counter operations rather than generic CRM promises or unverified turnaround claims.
Published stories follow a consistent structure so procurement leads, pharmacy owners, and clinical ops managers can compare context quickly. The fields below explain what you will typically find on a public story page—without exposing internal legal checklists or draft workflows that belong only in customer onboarding.
Pharmacy, hospital pharmacy, clinic, diagnostic centre, or multi-site mix—so you can match similar operating models.
The day-to-day problem the customer asked Hayati to help solve before and during rollout.
How rollout was sequenced across counters, branches, pilot windows, or care areas.
Which Hayati capabilities were in scope for the published story—not an exhaustive product catalogue.
How staff used the system after go-live—shifts, counters, and operational rhythm—not screenshots alone.
Results the customer approved for publication. Hayati does not invent uplift percentages or ROI claims.
Written consent covering facility naming, quotes, logos where used, and any numbers shown publicly.
Proof reviewed and verified before the story is eligible to appear on the public marketing site.
Explore product pages for the operating models behind these stories.
GST billing, FEFO inventory, and offline-capable counters for medical stores.
Explore →Batch-aware dispensing, TPA-aware workflows, and branch stock visibility.
Explore →OPD queues, clinic billing, and dispensary handoff for Indian clinics.
Explore →Sample-aware billing patterns for diagnostic and lab-led operations.
Explore →New verified stories appear here after customer approval and evidence review. Browse segments and features while more publications are prepared.
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