Value Flow Stewardship™

Value Flow Stewardship™ (VFS) is a modern organizational effectiveness framework from Conflux designed to navigate fast flow and governance in an AI-native operating model. Building upon the core tenets of team interaction and socio-technical design from Team Topologies alongside the adaptive leadership principles of Adapt Together, VFS integrates practical product alignment strategies from Product Operations with nimble governance approaches.

Central to VFS is the integration of the Bounded™ AI-native operating model toolkit, which establishes clear operational boundaries and "bounded agency" for both human teams and delegated AI systems. By shifting enterprise focus from generic tool adoption to a holistic system of authority, cognitive load management, and clear accountability, Value Flow Stewardship™ enables organizations to safely scale Agentic AI, preserve humane culture, and unlock sustainable business value across end-to-end value streams.

At Conflux, we’ve been using the principles an practices behind VFS since 2017 with demonstrable results across multiple sectors:

Financial services
Government and public sector
Telecoms
Research
Technology
and more

Discover more about VFS

Examples of our work using VFS techniques and principles

Success Stories

Nimble scaling: LHV Bank accelerates value flow and strategic alignment through Team Topologies

LHV Bank's expansion created structural complexity, needing multi-team coordination. LHV engaged Conflux to adopt Team Topologies principles, shifting focus from capability to value stream stewardship.

This new structure aligns product and engineering with key business segments, fostering continuous evolution and enabling LHV to become a thriving organization, delivering at speed.

Empowering enterprise evolution: how Conflux sowed the seeds of Telenet's whole-organization transformation

Through a series of workshops and facilitated sessions, Conflux empowered Telenet with Team Topologies principles and practices, inspiring a complete reimagining of its operating model.

Responding to Telenet's challenges with the Spotify model, Conflux shared decision heuristics and architectural concepts based on Team Topologies that inspired Telenet's leadership. Building on these foundations, Telenet developed its own innovative operating model tailored to its specific context and needs.

A data-driven approach to fast flow using Team Topologies principles at EBSCO

EBSCO leveraged Team Topologies with Conflux's support to optimize its organizational dynamics for software delivery. After seven years of using SAFe, EBSCO’s existing ART structure was experiencing several critical challenges in delivering value efficiently.

In the following 18 months, EBSCO realised many operational improvements; $9.1M recurring annual cost reduction, 26% faster feature delivery, dependency-related blockers decreased by 45%.

Proemion optimizes team and system boundaries for flow with CodeScene and Conflux

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, CEO of Conflux, on untangling software delivery, Umberto Nicoletti, Head of R&D at Proemion, realized the importance of establishing good boundaries for flow, as outlined in the book 'Team Topologies' co-authored by Matthew Skelton.