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01 · Use cases— The evidence

Availity

6 documented AI deployments at Availity, across 1 industry. Each one links to the public source it was taken from.

6
deployments
on record
1
industry
Healthcare
17%
use AI agents
1 of these
27 May 2026
latest source date
4 report a measured outcome
§ 1

Public AI record

Availity ranks 7th of 13 healthcare companies on the hub with a public AI record score of 62. It is ahead of 94% of companies on momentum, but behind most on depth. Clinical documentation and patient engagement are common among peers but not yet documented at Availity.

Medium confidenceBased on 6 public cases · updated 10 Nov 2026
62
Record score
Out of 100; 50 is typical on the hub
7th of 13
Healthcare companies
Peer median 63

Nearest peers: Providence 5th, 65 · Amazon Pharmacy 6th, 63 · Philips 8th, 62 · NHS 9th, 61

  1. BreadthHow many different kinds of use case, across how many business areas
    81
  2. DepthShare running in production or at scale rather than pilots
    22
  3. SophisticationAgentic share and innovativeness rating
    29
  4. EvidenceShare backed by the company's own sources and measured results
    86
  5. MomentumHow recent the cases are; older cases count less
    94
How the score works
Each bar is a percentile against every company page on the hub: 70 means a stronger record than 70% of them. The score is the average of the five. It measures the public record we can document, not the quality of the company's AI.

First documented case Aug 2025, latest May 2026. Cloud providers named: AWS.

§ 2

Compared with peers

Against 39 other healthcare companies on the hub.

What peers document

  1. 54%
  2. Patient engagement14 of 39 peers
    36%
  3. Healthcare workflow automation10 of 39 peers · here too
    26%
  4. 23%
4 of 6 patterns

Gaps against the industry

Signature use cases

No peer on the hub documents code assistant or customer experience analytics.

Stack and approach vs peers
  • Peer cases name Microsoft 78%, AWS 15%, GCP 8%.
  • AI agents: 17% of Availity's cases vs 45% for peers.
  • Cases from the last 12 months: 67% vs 20% for peers.
§ 3

Deployments

6 deployments at Availity, newest first.

  • 27 May 2026
    Healthcare

    Availity commercial health information network uses Amazon Q Developer to boost developer productivity and code quality

    Availity · Code assistant · AWS

    Availity is the nation’s largest real-time health information network. The company uses Amazon Q Developer in engineering workflows to improve developer efficiency, code quality, and secure development across multiple projects.

  • 13 May 2026
    Healthcare

    Availity Modernizes Healthcare Technology through Collaboration with AWS (Amazon Q for RCM)

    Availity · Code assistant · AWS

    Availity, the largest real-time health information network in the U.S., is modernizing its revenue cycle management application on AWS to improve resiliency, security, and performance. The company migrated and phased the RCM application to AWS with help from AWS Professional Services and the Experience-Based Acceleration (EBA) framework, while also upskilling engineers through AWS Training and Certification, AWS Skill Builder, and AWS Cloud Quest. Availity implemented Amazon Q Developer, Amazon Q Business, and Amazon Q in QuickSight to improve development workflows, automate release review analysis, and help non-technical users consume data more easily.

    Production

    −75%
    time
  • 13 May 2026
    Healthcare

    Availity increases productivity and accelerates code development with Amazon Q

    Availity · Coding assistants · AWS

    Availity, a large real-time health information network, used Amazon Q Business, Amazon Q Developer, and Amazon Q in QuickSight to improve access to enterprise knowledge, accelerate software development, and make data analysis faster across teams. The company faced scattered code and documentation across multiple repositories, which made it difficult for employees to find relevant information for release management, code reviews, and analytics.

    Production

    −75%
    time
  • 29 Apr 2026
    Healthcare

    Availity: Accelerating Healthcare Technology Innovation with Amazon Q and Amazon Bedrock

    Availity · Healthcare workflow automation · AWS

    Availity, a U.S.-based healthcare technology company, used Amazon Q Developer, Amazon Q Business, and Amazon Bedrock to streamline software development workflows and reduce routine engineering overhead. The company built specialized generative AI bots integrated into development tools and chat systems to automate documentation, security assessment, release readiness, and risk analysis.

    Agentic

  • 27 Aug 2025
    Healthcare

    Availity uses Amazon Q in QuickSight to enable self-service healthcare analytics and speed decisions

    Availity · Customer experience analytics · AWS

    Availity, a U.S.-based healthcare information technology company, uses Amazon QuickSight enterprise-wide to deliver self-service analytics across its payer and provider ecosystem. The solution integrates Amazon Q in QuickSight for natural-language querying and AI-generated visual insights over curated healthcare datasets. Availity also uses Amazon Redshift, SPICE, embedded dashboards, and row-level security to support governed, low-latency analytics at scale.

    Scaled Production

    >100K customers
    customer_scale
5 of 6 deployments
§ 4

What it builds

Code assistant is the most common pattern in these deployments: 2.

§ 5

Cloud providers named

AWS is named in 6 of these deployments.

  1. AWS100% of these
    6
§ 6

Industries

All of these deployments are in Healthcare.

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