How CVS Health put grounded, AI-assisted decision support in the hands of 200,000+ frontline colleagues across 10,000+ retail locations — and turned generic enterprise tools into operations-grade internal applications designed around the way the work actually gets done.
CVS Health operates more than 10,000 retail locations and employs more than 200,000 store and field colleagues. Decisions at the edge of that operation — a policy question at the register, a suspected loss prevention case, a planogram exception, a complex customer interaction — happen thousands of times per day, in seconds, with limited training.
Generic enterprise tools couldn't keep up. The off-the-shelf AI products available to retail were trained on the wrong data, integrated badly with operational systems, and made no concession to the realities of frontline work — handheld devices, time pressure, varied training levels.
CVS needed internal applications designed specifically for the realities of retail at this scale: mobile-first, fast, integrated with the systems and workflows colleagues already use, AI features built in where they earned their place, and trusted enough to act on.
BizzSoftware partnered with CVS's Store Operations and Asset Protection teams as both strategic advisors and hands-on builders. The engagement spanned the full lifecycle: identifying the highest-leverage workflows, designing application architectures around them, building the production systems, and running them at scale — with AI features designed in where they removed work for colleagues.
The work was anchored by three principles, applied across every application we built.
Every interface designed for the actual context of store and field work.
Each app connects directly into the operational systems colleagues already use.
Every AI output grounded, citable, auditable. Human-in-the-loop on high-stakes actions.
A suite of internal applications — with AI built in — now in daily use across the CVS footprint.
Colleagues query policy, procedure, and operational guidance in natural language and get grounded, accurate answers in seconds — backed by retrieval over CVS's authoritative operational documentation, with citations on every response.
The Asset Protection team uses an internal application, with AI built in, to surface, prioritize, and document loss prevention cases at scale — turning hours of manual case review into focused work on the cases that matter most.
District leaders and field staff make better-informed decisions with applications designed for the mobile context they actually work in — with AI features (search, drafting, decision support) built in.
Software at the edge of a 200,000-person retail operation isn't a feature. It's a platform decision.
The applications BizzSoftware built and runs are now part of how the largest pharmacy retailer in the country operates day to day — embedded in the work of every store, every shift, every colleague. CVS measures a 45% productivity gain on the supported workflows, with usage now spanning 200,000+ colleagues answering thousands of AI-assisted questions and powering more than 100,000 decisions every day.
One workflow, before and after. Before: a colleague at the register hits a policy ambiguity (return outside the window, prescription transfer edge case) — calls the manager, who pages the district team, who looks it up across three intranet folders. The customer waits. Sometimes the colleague guesses. After: the colleague queries the application in natural language at the register, gets a grounded answer with a citation to the relevant policy, and resolves the moment in seconds. Same colleague, same shift, same training — faster decision, and one the auditor can trace.
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