How to Build a Better DevOps Model

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Establishing a DevOps strategy and putting it into motion can prove extraordinarily challenging. Success depends on more than tooling: technology, processes, and organizational culture all play critical roles — and neglecting any one of them is one of the most common reasons DevOps initiatives stall.

Why DevOps Is Harder Than It Looks

The ability to introduce new business services and capabilities — and ship them to customers quickly and effectively — depends on IT and business sides of the enterprise being in genuine alignment. DevOps provides a framework for achieving that alignment by combining development and operations through practices that prioritize collaboration, automation, and continuous feedback.

“It’s a very powerful tool for removing bottlenecks,” says Aater Suleman, co-founder and CEO of Flux7, a consulting firm that specializes in DevOps adoption.

Yet despite the clear benefits, many organizations struggle to move beyond surface-level adoption. Business and IT leaders sometimes lack a clear picture of what DevOps actually is, what it delivers, and how it works in practice. Equally common is a failure to identify key stakeholders early, or to connect the organization’s business agility goals to the specific places where DevOps can make a measurable difference.

Reducing Complexity and Improving Agility

A well-executed DevOps initiative reduces complexity and improves agility across the software delivery lifecycle. Concretely, this means:

  • Faster, higher-quality code delivery
  • Software that more closely reflects the needs of business units and end customers
  • IT infrastructure and capacity that scales to match shifting organizational requirements
  • Automation that frees teams from repetitive, error-prone manual tasks

“An organization can gain a level of automation and efficiency that is transformative,” says David Newberry, principal for application services and platforms at Capgemini Consulting.

A clear vision of what DevOps will deliver is paramount. That vision should be anchored in business value: faster application deployment, more reliable services, and better alignment between what development teams build and what the business actually needs. Critically, that vision must be built with input from stakeholders across the organization — not just in IT.

Culture Is the Hard Part

“A point that’s often overlooked is that DevOps is heavily about the culture of the organization,” Newberry emphasizes. “It requires different thinking and different behavior.”

Cultural change is arguably the most difficult aspect of any DevOps transformation. Suleman stresses that a culture of accountability is essential. That means:

  • Establishing a governance model with clear KPIs, metrics, and quality gates
  • Building shared ownership — teams must understand that the full system is greater than the sum of its individual parts
  • Holding development teams accountable beyond the single component they deliver, including code security and downstream interactions with other services, APIs, and systems

“Development teams need to recognize that they are responsible for more than the one piece that they create and toss over to the next group,” Suleman says. “They need to be accountable in a more holistic way.”

Building a Practical DevOps Strategy

Getting DevOps into the mainstream of an organization requires a deliberate, structured approach. Suleman recommends the following progression:

  1. Establish a center of excellence. Create an internal team or working group that owns DevOps best practices and drives adoption.
  2. Run focused pilot projects. Choose initiatives that will demonstrate clear ROI and attract the attention of leadership.
  3. Document outcomes. Record both successes and failures. Learning what doesn’t work is just as valuable as what does.
  4. Share knowledge broadly. Once internal experts emerge, use them to help other teams adopt DevOps practices. “You can help other teams get on board and push the concept deeper into the organization,” Suleman explains.

The Tactical Building Blocks

Beyond culture and strategy, a functioning DevOps model requires a set of concrete technical and process capabilities:

  • Collaboration and communication tooling: Real-time communication platforms that keep all key stakeholders in sync, regardless of location.
  • Automated testing: Tools that check continuously for code quality issues and application security vulnerabilities.
  • Cloud and API libraries: Shared, reusable infrastructure and integration components that accelerate delivery.
  • Integrated configuration management: A unified approach to managing environment configurations to reduce drift and deployment failures.
  • Application monitoring and automated dashboards: Real-time visibility into system performance, team status, and project governance — including continuous and predictive monitoring where appropriate.

Dismantling Silos

One of the most fundamental structural changes DevOps demands is the elimination of IT silos. Traditional software delivery moves code through discrete stages — build, test, deploy — handled by discrete, separated teams. DevOps replaces that model with continuous, cross-functional workflows that are visible to all relevant stakeholders.

“There’s no need for everyone to sit in the same room,” Suleman notes. “With tools and processes that enable communication and define the delivery process, it’s possible to radically redefine the speed and manner in which development takes place. You no longer wind up with developers not knowing what the change was supposed to be and operations making the wrong change.”

DevOps Is a Continuous Improvement Program, Not a Project

When organizations succeed with DevOps, processes that previously took months may take weeks or days. Error rates drop. Agility, flexibility, and delivery performance improve measurably, and the organization’s capacity for innovation expands.

“The most important thing to understand is that DevOps is not a six-month initiative,” Newberry says. “It’s not a close-ended project. It’s a continuous improvement program that ties together your business and IT value chains. Even as technology evolves and customer solutions change, DevOps is able to help an organization deliver faster and better. It provides the framework to grow and change.”

That framing matters. Organizations that treat DevOps as a one-time transformation project tend to plateau. Those that treat it as an ongoing discipline — continuously measuring, learning, and improving — are the ones that realize the deepest and most durable benefits.


This article draws on commentary originally published at baselinemag.com, including insights from David Newberry of Capgemini Consulting and Aater Suleman of Flux7.

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