Clinical intelligence for community pharmacy

A clinical reasoning engine for community pharmacy.

Qiri is a clinical reasoning platform for community pharmacy today — with an autonomous dispensing kiosk on the way. Documented decisions and time back at the bench, inside your existing store. Now opening early access for US chains and independents.

Pharmacist-in-the-loop by design Every decision documented and auditable Fits the dispensing system you already run

Supported by

The problem

Your pharmacists are drowning. Your overrides are climbing.

$528B

annual cost of medication-related morbidity and mortality in the US, roughly 16% of total healthcare spend. Every script is a liability surface.

~90%

drug interaction alerts overridden in clinical decision support. Your safety net is noise.

61%

of US community pharmacists report high burnout. Your most expensive role is your most at-risk.

15.8M

Americans live in pharmacy deserts. Millions more sit outside your trading hours.

Sources: Felisberto 2024 · Kisala 2025 · Watanabe 2018 · Guadamuz/Qato 2024. Full citations & methodology →

One platform, two modes

Start with the intelligence. The kiosk follows.

Qiri is one clinical reasoning engine with two ways to deploy. Software that goes live inside your existing pharmacy today. A dispensing kiosk that extends your hours and reach when you are ready. Every script the same standard, either way.

Platform

The clinical reasoning engine.

Qiri deploys into the dispensing system you already run. No capital commitment, no hardware capex, no change to how your pharmacy is licensed. The Qiri reasoning engine reads every script: formulary tier, prescriber NPI, drug-drug interactions, allergy flags, adherence patterns, refill timing. Full documented trace, every time. Your pharmacist approves. Qiri does the work.

No capital commitment Existing pharmacy license Pharmacist on site Deploy in weeks
Kiosk Coming soon

The autonomous dispensing unit.

The same reasoning engine in a physical dispensing unit. Twenty-four hour access, pharmacist oversight by video for cases that need clinical judgment. Private collection for sensitive medications at any hour. Deploy alongside an existing store to extend hours, or in a location where a full pharmacy is not commercially viable.

Standalone kiosk Remote pharmacist oversight 24-hour access Private collection

One reasoning engine. Two ways to deploy. The data compounds either way.

How we compare

The decision support you have, and the one you want.

Qiri
  • Reasons through the full script and only surfaces what matters
  • Documents every decision for audit and indemnity
  • Hands the pharmacist a recommendation, ready to approve
The dispensing software you have
  • Pops an alert, then gets overridden 9 times in 10
  • No record of why a decision was made
  • Adds clicks to an already overloaded pharmacist
Why retail pharmacy chains pick Qiri

Three levers that move the P&L.

01

Staff leverage.

Free your pharmacists from routine verification, insurance rejections, and queue pressure. Give them back the hours they were hired for.

02

24/7 trading, without 24/7 rosters.

Collection, counselling, and repeat processing continue after the shutter comes down. No shift premium, no overtime, no gap in service.

03

Risk reduction you can audit.

Every decision leaves a reasoning trail a court or regulator can follow. Hard safety rules on dose ceilings and contraindications cannot be overridden by the model.

Return on intelligence

The numbers pharmacy owners put in front of their boards.

10x+

annual benefit-to-cost ratio at typical platform adoption. It compounds as Qiri usage scales.

1,250 hrsrecovered per pharmacist, per year
$200Kannual cost benefit per site
40–50%reduction in professional indemnity claims, firm-wide

Methodology: 50 dispenses/day routed through Qiri · representative US community pharmacy ~300–500 dispenses/day total · indemnity benefit firm-wide · figures in USD. Full methodology & assumptions →

The journey

Every site starts with the software. Some become the network.

A no-capital entry point that proves the model, then compounds. Each stage builds on the last.

01
Available now

Prove it in your pharmacy.

Software inside your existing store. Your pharmacist, Qiri reasoning behind every script. Measurable outcomes in 90 days. No capital commitment, no changes to your existing pharmacy registration.

02
Phase 2

Add the kiosk when you're ready.

Extend your hours without extending your roster. One pharmacist overseeing multiple kiosks from a command center. Deploy where your trading hours stop serving patients.

Kiosk coming soon.

03
Phase 3

The data compounds.

Every decision trace feeds the reasoning graph. The more scripts Qiri sees across your network, the better the signal. Clinical intelligence that improves with every site you add.

Early access for US chains and independents.

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. Pilot pharmacies wanted in the US through 2026.