AI-native operating models with fast flow and Team Topologies
From stone tools to smart tools — AI is simply next
New tools, same human innovation
Evolve your operating model to incorporate AI capabilities.
Are you struggling to effectively integrate AI capabilities into your operating model while maintaining security, trust, and efficient workflow?
Adapting your operating model to include AI tools and agents is rapidly becoming vital to avoid falling behind in the market, but simply adopting AI without the correct guardrails and processes is a major risk to your organization.
Conflux's global network of experts delivers proven practices from Team Topologies and Adapt Together™ to enhance your operating models, bringing AI-driven processes safely into alignment with human ways of working.
Explore the hype-free AI operating model — book a call today.
“Let's do what it takes to empower teams of humans + AI agents to make decisions quickly, safely, and compliantly with high-fidelity domain knowledge and visibility of the data sources & results, plus the agency to address problems caused.”
— Matthew Skelton, CEO/CTO of Conflux, co-author of Team Topologies
Enabling AI adoption with Team Topologies
Since its publication in 2019, the book Team Topologies, co-authored by Matthew Skelton, CEO/CTO of Conflux, has become the go-to reference for organizing business and technology teams for fast flow, helping organizations of all shapes and sizes move to more humane, flow-oriented approaches.
Team Topologies enables smooth AI adoption and scaling as it makes no distinction between human and AI team members.
As a Team Topologies Solution Partner, Conflux leverages Team Topologies alongside it’s own proven practices, such as Adapt Together™ and Active Knowledge Diffusion (AKD), to create the most effective approach for organizing your teams for fast flow in the AI era.
What does good AI adoption look like?
Successful AI implementation doesn't demand a complete reinvention of organizational structures. Instead, it requires an intelligent evolution of proven principles — principles which are equally applicable to any process or individual, whether human or AI.
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Empowered teams
Clearly established decision-making authority within well-defined boundaries.
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Seamless value delivery
Handoffs eliminated between teams, reduced friction, and accelerated results.
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Continuous stewardship
Oversight of AI-enhanced services, ensuring high-fidelity domain knowledge.
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Defined operational boundaries
Clear parameters for humans and AI with enhanced security and scalability.
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Active Knowledge Diffusion
Innovation spreads rapidly throughout your organization and multiplies value delivery.
Avoid AI adoption pitfalls
As with the cloud computing transformation of 2007-2008, organizations that fail to adapt risk severe market erosion. Conflux helps you to develop a hype-free AI operating model, avoiding the pitfalls of a traditional tech procurement approach to AI adoption and incorporating AI capabilities while enabling fast flow and sustainable value delivery:
Global Expertise, Local Impact: Our worldwide network transforms concepts into solutions, ensuring organizations can deliver at speed while maintaining human-centric values.
Proven Track Record: Conflux has helped many organizations optimize for AI, driving improvements in collaboration, time-to-value, and employee engagement.
Tailored Approaches: Each organization's AI journey is unique. Our experts deliver customized strategies that align with your specific context.
Discover how to adopt an AI-native operating model and future-proof your organization — get in touch today.
Featured articles
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![The ROI of Fast Flow: Real-World Impact on Enterprise Performance]()
The ROI of Fast Flow: Real-World Impact on Enterprise Performance
Leading organizations are seeing remarkable results from adopting fast flow practices and Team Topologies approaches. JP Morgan reduced dependencies by 60% and increased flow velocity by 73% across 7,500 colleagues. LSA's research of 410 companies shows highly aligned organizations grow revenue 58% faster and are 72% more profitable.
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![Conflux Wins Prestigious "Best Digital Transformation Consulting" Award at The Netty Awards]()
Conflux Wins Prestigious "Best Digital Transformation Consulting" Award at The Netty Awards
Conflux has been honored with the "Best Digital Transformation Consulting" award at The Netty Awards; a recognition that highlights the significant impact on the digital transformation landscape of Conflux's innovative accelerators and the Adapt Together™️ approach. This award recognizes that Conflux doesn't just consult on digital transformation - we catalyze it.
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![Proemion optimizes team boundaries for flow with CodeScene and Conflux]()
Proemion optimizes team boundaries for flow with CodeScene and Conflux
How Proemion, a leading telematics platform provider, leveraged CodeScene to optimize its software delivery performance as it scaled its engineering teams. Inspired by a talk from Matthew Skelton, on untangling software delivery, Umberto Nicoletti, Head of R&D at Proemion, realized the importance of establishing good boundaries for flow.
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![How to Build a Culture of Knowledge-Sharing]()
How to Build a Culture of Knowledge-Sharing
Knowledge sharing is a strategic organizational practice in which teams come together to exchange expertise and learn from each other. This creates more effective and connected organizations that can deliver value quickly. Throughout this article, I explore Tsvetelina Plummer’s approach to learning enablement teams, and how vital knowledge-sharing is in modern organizations.
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![Reshaping Teams and Aligning to Value Streams with Fast Flow]()
Reshaping Teams and Aligning to Value Streams with Fast Flow
As ABC Glofox transitioned through various startup funding phases, they encountered a significant hurdle: rapid growth. The company knew they had to work as a team to ensure they could scale at pace without sacrificing quality. ABC Glofox reshaped their teams and aligned them to value streams, using principles drawn from Team Topologies.
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![The Evolution of DevOps]()
The Evolution of DevOps: How Platform Engineering and AI Are Transforming Software Delivery
From the early days of throwing code "over the wall" to operations teams, to the DevOps revolution, and now to the era of platform engineering. Today, we're witnessing another seismic shift as Artificial Intelligence (AI) enters the fray, promising to revolutionize how we approach software delivery and operational excellence.
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![Empowering teams for fast flow: ABC Glofox's journey to continuous delivery]()
Empowering teams for fast flow: ABC Glofox's journey to continuous delivery
Transitioning from traditional delivery models to continuous delivery presents unique challenges.
We've teamed up with ABC Fitness’ ABC Glofox to showcase how they achieved success with fast flow, with analysis and tips on how you can apply these changes in your organization. This is the second in our series of articles exploring how ABC Glofox made the shift to continuous delivery and achieved remarkable results.
On-demand webinars
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![Benchmark your Organizational Effectiveness and Alignment]()
Benchmark your Organizational Effectiveness and Alignment
Watch our recent webinar provided an opportunity to access our brand-new benchmarking tool, which allows organizations to assess their performance in key areas that contribute to thriving environments, particularly in delivering at speed.
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![Accelerating effective Platform Engineering via GenAI and fast flow principles]()
Accelerating effective Platform Engineering via GenAI and fast flow principles
Industry leaders Matthew Skelton (Conflux) and Natan Yellin (robusta) discuss how AI can be used within platform engineering to aid fast flow. Watch now to learn how these innovative tools can transform your DevOps and Platform Engineering practices in 2025.
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![Transforming Organizations: Navigating Complex Change in the Modern Era]()
Transforming Organizations: Navigating Complex Change in the Modern Era
Join Matthew Skelton and Erika Lenz as they explore the challenges of organizational transformation in today's complex landscape. Organizations often face multiple, conflicting change initiatives, resulting in employee burnout, struggling middle managers, and inefficiencies costing millions.
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![Agile to Agility Conference: Team Dynamics & Org Structure]()
Agile to Agility Conference: Team Dynamics & Org Structure
Matthew explores how Generative AI has “laid down the gauntlet”: tasks that traditionally took days or weeks—like product discovery, user testing, and hypothesis validation—can now be completed in hours. This results in an order-of-magnitude reduction in lead time, akin to what public cloud technologies achieved in the late 2000s. Small, agile startups that leverage GenAI effectively are poised to out-innovate larger incumbents, at least initially.
