What challenges did Mark43 face before AI implementation?

Public safety teams need fast access to information across multiple systems. Law enforcement workflows require strict security and authorized-data access. Staff need rapid AI-driven summaries and task support without adding tool sprawl.

What was the impact of the AI solution?

Mark43 said the assistant reduced administrative time from minutes to seconds. The beta was completed in a few weeks. The assistant supported search, summaries, and task completion within existing workflows.

Source

ProductionEvidence: Low40/100

Mark43 embeds Amazon Q Business for secure public safety AI assistant (CAD/RMS summarization)

Use case typeLegal document summarizationUpdated Jun 13, 2026

Mark43 embeds generative AI capabilities into its public safety platform using Amazon Q Business. The assistant is integrated into computer-aided dispatch and records management workflows to answer natural-language queries and generate case report summaries. It uses Amazon Q Business built-in data connectors with Amazon S3 and Amazon RDS while preserving strict identity, access control, and guardrails.

Organization: Mark43
Industry: Public Sector
Location: United States
Published: November 2024

Reported outcomes

Strategic outcomes

New product / capabilityEmbedded secure AI assistant into workflowsRisk & complianceRestricted access to authorized dataNew product / capabilityAdded AI-driven summarization and task supportSpeed & agilityCompleted beta in a few weeks

Why do we believe this deployment?Customer identity, provider attribution, maturity, and source checks

Customer: Mark43
Provider: AWS
Maturity: Production
Linked source: AWS Machine Learning Blog

Mark43 deployed an Amazon Q Business application and integrated customer data sources with built-in connectors

Customer identity supportedSource describes one deploymentMaturity supported

Primary read

Use case focus

Showing 3 of 3

1Generative AI assistant
2Workflow automation
3Document summarization

Public safety teams need fast access to information across multiple systems.
Law enforcement workflows require strict security and authorized-data access.
Staff need rapid AI-driven summaries and task support without adding tool sprawl.

Mark43 deployed an Amazon Q Business application and integrated customer data sources with built-in connectors.
The company embedded the Amazon Q Business web experience into its own application via iframe.
Identity and access controls plus guardrails ensure users only access authorized data and can be limited by topic and keywords.

Technologies

Amazon Q Business Amazon Q Business built-in data connectors Amazon S3 Amazon RDS AWS IAM

Mark43 said the assistant reduced administrative time from minutes to seconds.
The beta was completed in a few weeks.
The assistant supported search, summaries, and task completion within existing workflows.

Architecture

Mark43 deployed an Amazon Q Business application, connected data sources via built-in connectors to Amazon S3 and Amazon RDS, and embedded the Q Business web experience into Mark43's native web app using an iframe. Identity and access management and Amazon Q guardrails were used to restrict access to authorized data and filter topics and keywords.

Sources & evidence1

Evidence: Low40/100Evidence strength