CHANGE RISK PREDICTION

Reduce Change-Related Operational Disruptions

Do You Know Which Changes Will Fail?

The cost of failed changes can be high … degraded IT services can result in reduced revenue, productivity, customer satisfaction, and product quality. You may know that some deployed changes will fail, what you often don’t know is which changes will fail …. until it’s too late.

Infrequent change cadence

Constantly evolving IT environments

Numerous and complicated dependencies

Inexperienced change implementers

Benefits of Change Risk Prediction

Increase Efficiency

  • Reduce rework and recovery costs
  • Focus resources on truly risky changes
  • Reduce MTTR of Change related incidents

Accelerate Agility

  • Reduce change lead times
  • Make changes more frequently
  • Be more responsive to business needs

Reduce Risk

  • Identify and fix systemic causes of change failure
  • Predict change failure, plan to mitigate
  • Make data driven decisions on resource allocation

64%

Decrease in Change-related Problems

Fortune 20 Healthcare Leader

$1M+

Annual Savings From Reduced Change Failures

Fortune 50 CPG Leader

Numerify Change Risk Prediction Solution

Identify risky changes and proactively take steps to reduce risk or prepare immediate remediation. Investigate and uncover systemic causes of change failure that span people, processes, and technology. Leverage machine learning models to reduce change failure rates and associated incident MTTR as follows:

  • Discover the top historical risk factors to change success by sifting through permutations and combinations of more than 100 related data attributes
  • Predict which changes have a high risk of failure and make smarter decisions on where to focus attention
  • Remove systemic risk factors and develop more effective risk mitigation strategies by identifying improvements to people, process, and tools
  • Continuously monitor existing risk factors and get early warning indicators for new risk factors to change success as your processes, people, and tools evolve

Learn More

machine learning for change success

BLOG: MASTERING CHANGE WITH MACHINE LEARNING

Discover what’s wrong with today’s approach to change and how machine learning helps change managers respond proactively to new threats to change success.

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prevent change failure with machine learning

WEBINAR: MASTERING CHANGE WITH MACHINE LEARNING

Explore how a machine-learning driven approach to change can prevent operational disruption, reduce the cost of recovery, and enable organizations to focus on growth and innovation.

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IT system of intelligence

EBOOK: VISIBILITY TO DRIVE DIGITAL TRANSFORMATION

See how a System of Intelligence delivers insights that IT leaders need to drive innovation and efficiencies across their organization.

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Learn more about how Numerify can help you.

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