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Autonomous Testing- A Game Changing Strategy

By Rahul Pandey
  • Thought leadership
🕒 3 min read
Table of Contents
Recent Blogs

Why Modern Enterprises Still Get Blindsided And How Business Process Observability Changes That

May 31, 2026

Why Autonomous IT Is Becoming Essential for the Modern Industry

May 28, 2026

Autonomous IT for Life Sciences: From Downtime to Compliance-Ready Resilience

May 19, 2026

Digitate is Positioned as a Leader in the IDC MarketScape: Worldwide AIOps 2026 Vendor Assessment

April 28, 2026

Why Enterprise AI Demands More Than Just Automation

April 22, 2026

The Shift Toward Autonomous Enterprises

April 16, 2026

In a Forrester survey of 2018, 27% of 3228 global developers surveyed told that their organization releases software monthly or faster. The number has reduced significantly from 36% last year. One reason for the decline cited was that many development teams cannot keep up a fast release cadence because of poor quality.

Today, in order to meet customer requirements effectively, use of Autonomous Testing Tools along with a change in the testing approach has become mandatory. Several startups are coming up with test automation tools in the market, some of which claim to provide up to 70% faster testing of products and applications. However, there is no tool that automates test scenarios or provides intelligent test selection. The number of software developed has increased exponentially in recent times. Enterprises are looking for simple, quick and perfect software release.

In 2018, according to one of the statistics revealed by Google at the JFrog SwampUp conference in Napa, over 500 million tests are being run per day inside Google’s systems. That’s to accommodate over 4 million builds/day.CLICK TO TWEET

Even with all developments and new tools coming up, the core of software testing has remained stagnant since decades. Traditional testing lacks viability but are still widely used. Some easily relatable cases are:

  • Automation of Test Scenarios.
  • Verbiage of scenarios varying from person to person leading to increased complexity.
  • Less reuse and higher volume of test scenarios.
  • Lack of 360° view of the application to be tested, making it difficult to identify impacts due to change.
  • There is always challenge on what to test and how much to test.
  • Lack of an interactive dashboard and reports.

Currently, test automation is limited to test execution. Before test automation, testing was completely manual while today, it still remains to be effort and skill intensive. Autonomous testing augments tester in these areas.

A 360° application overview is essential during testing. Test scenarios and test cases must be created automatically by the tools, ensuring complete coverage from an application perspective. Any changes in the application must be identified and self-healed along with the analysis of impacted areas due to the change. Intelligent test selection along with impact analysis must be provided to bring right amount of balance between time and amount of testing to be done. Also, the user dashboard must be interactive with all detailed reports. A tool which consists of the features will be able to efficiently maintain the Cost, Time and Quality equilibrium.

Rahul Pandey
Author

Rahul Pandey

Product Marketing Manager | Digitate

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Products

What we solve

Digitate’s empowers organizations to transform their operations with intelligence, insights, and actions.​

Platform Overview
Products

ignio AIOps

Redefining IT operations with AI and automation

  • ignio Observe
  • Cloud Visibility and Cost Optimization
  • Business Health Monitoring
  • IT Event Management

ignio AI.Workload Management

Enabling predictable, Agile and Silent batch operations in a closed-loop solution

  • Business SLA Prediction

ignio AI.ERPOps

End-to-end automation for incidents and service requests in SAP

  • IDoc Management for SAP

ignio AI.Digital Workspace

Autonomously detect, triage and remediate endpoint issues

​ignio Cognitive Procurement

AI-based analytics to improve Procure-to-Pay effectiveness

ignio AI.Assurance

Transform software testing and speed up software release cycles

Platform

What we do

Digitate helps enterprises improve the resilience and agility of their IT and business operations with our SaaS–based platform.

Platform Overview
Platform

ignioâ„¢ Platform

ignio™, Digitate’s SaaS-based platform for autonomous operations, combines observability and AIOps capabilities to solve operational challenges

Industries

Autonomous IT Solutions for the Modern Industry

  • BFSI
  • Retail
  • Healthcare & Life Sciences
  • Travel & Hospitality
  • Consumer Packaged Goods

AI Agents

ignio’s AI agents, with their ability to perceive, reason, act, and learn deliver measurable business value and transform IT operations.​

  • AI Agent for IT Event Management
  • AI Agent for Incident Resolution
  • AI Agent for Cloud Cost Optimization
  • AI Agent for Proactive Problem Management
  • AI Agent for Business SLA Predictions

Resources

Looking for something?

Discover how we empower customer success and explore our latest eBooks, white papers, blogs, and more.

Blogs
Podcasts
Customers Success
IDC MarketScape Report
Resources

Analyst Reports

Discover what top industry analysts have to say about Digitate​

ROI

Get insights from the Forrester Total Economic Impactâ„¢ study on Digitate ignio

Webinars & Events

Explore our upcoming and recorded webinars & events

Infographics

Discover the capabilities of ignio™’s AI solutions

Blogs

Explore insights on intelligent automation from Digitate experts

Podcasts

Explore our upcoming and recorded podcast

e-Books

Digitate ignioâ„¢ eBooks provide insights into intelligent automation

Case Studies

Learn how businesses overcame key AI-driven automation issues

Reference Guides

Guides cover AIOps and SAP automation examples, use cases, criteria

White Papers and POV

A library of in-depth insights and actionable strategies

Support

Looking for Support?

Access your instances, manage tasks and explore self-service help all in one place.

Security and Privacy
Global Compliance
Agreements
Support

Service and Support

Discover what top industry analysts have to say about Digitate​

Community

Connect with other customers to share tips, exchange resources

Pricing

Every ignio capability is priced on a usage metric tightly correlated to the value it delivers

Trust Center

Digitate policies on security, privacy, and licensing

Documentation

Find answers to your technical questions and learn how to use Digitate products

About Us

Who we are

At Digitate, we’re committed to helping enterprise companies, realize autonomous operations.

Integration
Channel Partner
Technology Partner
Azure Marketplace
Company

Leadership

We’re committed to helping enterprise companies realize autonomous operations

Newsroom

Explore the latest news and information about Digitate

Partners

Grow your business with our Elevate Partner program

Academy

Evolve your skills and get certified

Contact Us

Get in touch or request a demo

Search
Request a Demo
Contact Us
Products

What we solve

Digitate’s empowers organizations to transform their operations with intelligence, insights, and actions.​

Platform Overview
Products

ignio AIOps

Redefining IT operations with AI and automation

  • ignio Observe
  • Cloud Visibility and Cost Optimization
  • Business Health Monitoring
  • IT Event Management

ignio AI.Workload Management

Enabling predictable, Agile and Silent batch operations in a closed-loop solution

  • Business SLA Prediction

ignio AI.ERPOps

End-to-end automation for incidents and service requests in SAP

  • IDoc Management for SAP

ignio AI.Digital Workspace

Autonomously detect, triage and remediate endpoint issues

​ignio Cognitive Procurement

AI-based analytics to improve Procure-to-Pay effectiveness

ignio AI.Assurance

Transform software testing and speed up software release cycles

Platform

What we do

Digitate helps enterprises improve the resilience and agility of their IT and business operations with our SaaS–based platform.

Platform Overview
Platform

ignioâ„¢ Platform

ignio™, Digitate’s SaaS-based platform for autonomous operations, combines observability and AIOps capabilities to solve operational challenges

Industries

Autonomous IT Solutions for the Modern Industry

  • BFSI
  • Retail
  • Healthcare & Life Sciences
  • Travel & Hospitality
  • Consumer Packaged Goods

AI Agents

ignio’s AI agents, with their ability to perceive, reason, act, and learn deliver measurable business value and transform IT operations.​

  • AI Agent for IT Event Management
  • AI Agent for Incident Resolution
  • AI Agent for Cloud Cost Optimization
  • AI Agent for Proactive Problem Management
  • AI Agent for Business SLA Predictions

Resources

Analyst Reports

Discover what the top industry analysts have to say about Digitate

Blogs

Explore Insights on Intelligent Automation from Digitate experts

ROI

Get Insights from the Forrester Total Economic Impactâ„¢ study on Digitate ignio

Case Studies

Learn how Digitate ignio helped transform the Walgreens Boots Alliance

Trust Center

Digitate policies on security, privacy, and licensing

e-Books

Digitate ignioâ„¢ eBooks Provide Insights into Intelligent Automation

Infographics

Discover the Capabilities of ignio™’s AI Solutions

Reference Guides

Guides cover AIOps and SAP automation examples, use cases, and selection criteria

White Papers and POV

Discover ignio White papers and Point of view library

Webinars & Events

Explore our upcoming and recorded webinars & events

About Us

Who we are

At Digitate, we’re committed to helping enterprise companies, realize autonomous operations.

Integration
Channel Partner
Technology Partner
Azure Marketplace
Company

Leadership

We’re committed to helping enterprise companies realize autonomous operations

Newsroom

Explore the latest news and information about Digitate

Partners

Grow your business with our Elevate Partner program

Academy

Evolve your skills and get certified

Contact Us

Get in touch or request a demo

Request a Demo
Digitate - Autonomous Enterprise Software
Products

What we solve

Digitate’s empowers organizations to transform their operations with intelligence, insights, and actions.​

Platform Overview
Products

ignio AIOps

Redefining IT operations with AI and automation

  • ignio Observe
  • Cloud Visibility and Cost Optimization
  • Business Health Monitoring
  • IT Event Management

ignio AI.Workload Management

Enabling predictable, Agile and Silent batch operations in a closed-loop solution

  • Business SLA Prediction

ignio AI.ERPOps

End-to-end automation for incidents and service requests in SAP

  • IDoc Management for SAP

ignio AI.Digital Workspace

Autonomously detect, triage and remediate endpoint issues

​ignio Cognitive Procurement

AI-based analytics to improve Procure-to-Pay effectiveness

ignio AI.Assurance

Transform software testing and speed up software release cycles

Platform1

What we do

Digitate helps enterprises improve the resilience and agility of their IT and business operations with our SaaS–based platform.

Platform Overview
Platform

ignioâ„¢ Platform

ignio™, Digitate’s SaaS-based platform for autonomous operations, combines observability and AIOps capabilities to solve operational challenges

Industries

Autonomous IT Solutions for the Modern Industry

  • BFSI
  • Retail
  • Healthcare & Life Sciences
  • Travel & Hospitality
  • Consumer Packaged Goods

AI Agents

ignio’s AI agents, with their ability to perceive, reason, act, and learn deliver measurable business value and transform IT operations.​

  • AI Agent for IT Event Management
  • AI Agent for Incident Resolution
  • AI Agent for Cloud Cost Optimization
  • AI Agent for Proactive Problem Management
  • AI Agent for Business SLA Predictions

Resources

Analyst Reports

Discover what the top industry analysts have to say about Digitate

Blogs

Explore Insights on Intelligent Automation from Digitate experts

ROI

Get Insights from the Forrester Total Economic Impactâ„¢ study on Digitate ignio

Case Studies

Learn how Digitate ignio helped transform the Walgreens Boots Alliance

Trust Center

Digitate policies on security, privacy, and licensing

e-Books

Digitate ignioâ„¢ eBooks Provide Insights into Intelligent Automation

Infographics

Discover the Capabilities of ignio™’s AI Solutions

Reference Guides

Guides cover AIOps and SAP automation examples, use cases, and selection criteria

White Papers and POV

Discover ignio White papers and Point of view library

Webinars & Events

Explore our upcoming and recorded webinars & events

About Us

Who we are

At Digitate, we’re committed to helping enterprise companies, realize autonomous operations.

Integration
Channel Partner
Technology Partner
Azure Marketplace
Company

Leadership

We’re committed to helping enterprise companies realize autonomous operations

Newsroom

Explore the latest news and information about Digitate

Partners

Grow your business with our Elevate Partner program

Academy

Evolve your skills and get certified

Contact Us

Get in touch or request a demo

Request a Demo