Qiri is a clinical reasoning platform for community pharmacy today — with an autonomous dispensing kiosk on the way. Both run on the same underlying system of intelligence. This page covers what the platform does today, what the kiosk will do, the economics, how it integrates, and how it meets your security and compliance bar.
The reasoning engine is built from the ground up for pharmacy. It reads a prescription the way your best pharmacist does by pulling patient history, drug knowledge, and clinical guidelines into one decision, then documenting what it thought.
Qiri has six specialist intelligences. Some scripts only need one. Complex ones convene a panel.
Qiri watches where pharmacists modify its proposals. It links those edits to outcomes. It gets sharper with every script. Every decision at every store makes the next one better, everywhere.
Because the reasoning trail is explicit, you can see why a recommendation changed after it learned from a case. That is the difference between a system that gets smarter and a system that just gets louder.
Existing pharmacy kiosks handle pickup or OTC vending. None reason clinically. The Qiri kiosk will be the physical pharmacy node — built for 24/7 operation and clinical-grade dispensing, powered by the same reasoning engine as the platform that ships today.
Every dispense runs through the same reasoning engine that powers the platform. No degraded safety because the customer is at a kiosk instead of a counter.
On-site in phase one, then remote oversight of dozens of kiosks per pharmacist from a central command center. A pharmacist is on video within seconds when clinical judgment is required.
Sensitive medications (mental health, sexual health, addiction treatment) collected in private, at any hour. The counter was never the right place for some of these conversations.
Inside your existing stores, standalone units, and micro-kiosks for GP clinics, aged care facilities, and remote towns. One platform, three formats.
Start in one store, prove it, roll it across the network. Each phase validates before the next launches.
A kiosk inside your existing pharmacy. Extends your trading hours without extending your roster.
Autonomous units for new locations. No counter, no rent on a full pharmacy footprint.
Compact units for GP clinics, aged care, and rural towns that cannot support a full pharmacy.
These are the figures a chain ops lead or a franchise owner asks about first. Modeled at 50 scripts/day routed through Qiri — roughly 20% of a typical community pharmacy's daily volume. Drawn from peer-reviewed research and Qiri's per-site model.
hours recovered per pharmacist, per year
annualized benefit per site (modeled)
annual benefit-to-cost ratio at typical adoption
Modeled at 50 scripts/day routed through Qiri. Per-site benefit scales with local currency and reimbursement structure. Peer-reviewed sources and full methodology at qiri.ai/sources.
Each line is a lever. Together they close the gap between what pharmacists cost and what the system extracts from them.
The network effect is the long game.
Every dispensing event adds a structured trace to the Qiri context graph. That trace includes what was prescribed, what rules fired, what the pharmacist decided, and what happened next. The more pharmacies run Qiri, the more precise the reasoning becomes.
Qiri is built on the protocols your pharmacy and health system already run. No forklift replacement. No custom builds from scratch. Open standards, designed to connect.
Built on NCPDP SCRIPT for e-prescribing and HL7 v2 / FHIR R4 for clinical data — the standards US community pharmacy software, primary care systems, and clinical networks already run on. Reads medication history, active scripts, and allergy records through standard protocol interfaces.
Connects to the dispensing platforms pharmacies already operate. Script data flows in; Qiri's verified, traced decisions flow back — no new hardware, no parallel workflow.
Connects to the public and private claims networks your region runs on. Subsidy rules, authority requirements, and benefit status are applied at the point of dispensing so every decision is claim-ready.
Designed to operate within national and regional health-record frameworks. Reads shared health summaries and prescription records for consenting patients — no separate system, full audit trail.
SAML 2.0 and OIDC for enterprise identity providers. Pharmacist login ties directly to your existing credentials — no separate account management.
Every Qiri capability is exposed through a documented REST API. Webhooks emit structured decision events to your analytics platform, PMS, or incident systems — configurable to your data residency requirements.
Custom integration requirements? Talk to our clinical integrations team at hello@qiri.ai
Qiri is built for clinical environments. That means navigable regulatory pathways, hard safety layers the model cannot override, pharmacist oversight at every node, and a decision trail a regulator or a court can follow.
Designed against the FDA's Non-Device CDS criteria — pharmacist-in-the-loop, transparent reasoning trace, independent clinical review. Final pathway confirmed per deployment with the customer's compliance team.†
Maximum dose ceilings, absolute contraindications, and mandatory lab monitoring thresholds are encoded as rules the model cannot override. Safety is not a suggestion.
Human in the loop at every phase. Licensed pharmacist oversight at every kiosk node. No autonomous dispensing without qualified clinical accountability.†
US data residency. HIPAA-ready for US deployments. We do not train on customer data without explicit, separate opt-in.
Every decision produces a reasoning trail a regulator, an indemnity insurer, or a court can follow. When your pharmacist or your lawyer asks what the system did and why, the answer is in the record, not in the logs of an opaque model.
Eight buyer questions, answered straight. Full detail and citations live in the linked sources.
Qiri's clinical reasoning platform deploys inside your existing pharmacy and runs alongside your current dispensing software, handling routine script verification and surfacing clinical risks for your pharmacist to action. Every decision produces a full reasoning trail an indemnity insurer or regulator can follow.
Traditional CDSS surfaces an alert and waits — that's why ~9 in 10 alerts get overridden.† Qiri reasons through each script, produces a full traced rationale, and only surfaces a flag when a pharmacist actually needs to act. Less noise, more signal, with an audit trail.
No — Qiri sits alongside Fred, Minfos, Z Software, or whichever dispensing platform you already run. Your pharmacist remains the licensed approver on every dispense; Qiri does the verification work and writes the audit record.
Every Qiri recommendation goes to your pharmacist for review before any action, and hard safety rules on dose ceilings and contraindications cannot be relaxed by the model. Every decision — including any model error caught by the pharmacist — is captured in the reasoning trail for audit and indemnity purposes.
Qiri's Phase 1 software is designed against the FDA's Non-Device CDS criteria, with final regulatory classification confirmed per deployment with your compliance team. We don't claim approvals we haven't formally obtained — full framework references at qiri.ai/sources.
Patient data stays in your region's data centers and is never used to train public AI models or third-party systems without an explicit, signed-off provider arrangement. Your pharmacy is the data controller; Qiri operates as the processor under a Master Services Agreement that governs retention, access, and deletion.
Pricing is per-site and depends on your script volume, the dispensing system you run, and your indemnity profile — we set it during the demo conversation. We don't publish standard rate cards because no two pharmacies have the same shape.
The clinical reasoning platform is what we sell and deploy today. The autonomous dispensing kiosk is in development — we're not naming a launch date until it's ready for pilot deployment.
Thirty minutes with our clinical and operations team. Walk through the platform today, the kiosk roadmap, and how Qiri fits with your existing dispensing system.