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Multi-Agent AI Copilots for Software Testing

One of the most persistent challenges in modern software engineering is identifying and resolving bugs early in the development lifecycle. As AI begins writing a lot more code, traditional QA and code review pipelines will not scale, leading to production failures, wasted developer hours, and delayed releases. GoML's modular and scalable agentic AI accelerator solves that. The multi-agent agentic AI accelerator includes 4 AI agents to automate the software testing lifecycle. These purpose-built AI agents for software testing integrate and autonomously interact with four of the most popular developer tools - Git, Jira, GitHub, and SonarQube - to enable early detection, consistent quality enforcement, and faster resolution cycles.
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About

When engineering and development teams spend excessive time chasing bugs across different systems, Jira tickets, GitHub pull requests, CI/CD logs, and static code analysis tools, critical issues tend to get discovered late in the development cycle. This impacts release velocity and user experience. The load will likely increase as more code is AI written.

GoML's Agentic AI Accelerator for Software Testing solves this with generative AI. You can get your own software testing automation engine that includes:

‍Multi-agent agentic AI architecture: A centralized multi-agent supervisor with specialist agents for orchestration, adaptability, and continuous improvement.

Agent orchestration: Structured processes to ensure outputs from one agent become valid inputs for others, enabling complex, multi-step automation.

State management: Maintain the complete state of workflows in real time, ensuring every agent has the context it needs and preventing data loss across complex processes..

Who is this for?

SaaS and Technology

Software Development

IT Development and Consulting

Get your own AI powered software testing solution built with GoML's Agentic AI Accelerator for Software Testing.

4-Day POC: Get full-day Agentic AI discovery workshop with our AI leaders. In 4 days, you get a comprehensive multi-agent roadmap for your software testing needs and proof of concept built with our Agentic AI Accelerator for software testing.

4-Week Pilot: In 4 weeks, you get a fully-built and tested multi-agent software testing pilot, enabling automation across your developer tools and code bases.

4-Month Implementation: In 4 months, you have a production-ready agentic AI solution for software testing that enables rapid detection and faster resolution for bugs.

Why GoML?

We were among the launch partners for the AWS Gen AI competency. Our gen AI accelerators and frameworks are battle tested and proven at scale. As a gen AI native AI development and consulting company, we have scaled more than 35+ gen AI solutions to production on Amazon Bedrock just in 2025.

With our Multi-Agent Agentic AI Accelerator for software testing, you get ready-to-use multi-agent frameworks, pre-configured AWS architecture, Bedrock integrations, deployment templates, and enterprise governance patterns for seamless build and integration.

It is time to build your own autonomous agentic AI system for software testing. Go live 80% faster with our proven accelerators and delivery methodologies.

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