Context Matters:
The conditions in which we live shape how we show up each day. Having a way to reflect on this helps us make sense of the shifts we experience, both personally and collectively.
Frameworks like VUCA and BANI offer us language to think through the layered disruptions that impact how we work, lead, and relate. While not definitive, they provide useful orientation points when things feel off-balance or unclear.
Understanding VUCA
Originally developed by the U.S. Army War College in the late 1980s, the VUCA model: Volatility, Uncertainty, Complexity, Ambiguity which gained traction after 9/11 as a way to interpret the strategic realities of a post-Cold War world. It has since found relevance in leadership and organisational development.
Each aspect of the model helps distinguish the nature of the disruption at play:
- Volatility speaks to rapid, unexpected change—where the challenge lies in pace and intensity.
- Uncertainty signals a lack of predictability and the need for responsive thinking.
- Complexity reminds us that systems are often entangled; changes in one area ripple through others.
- Ambiguity highlights how meaning can become unstable, especially when the familiar no longer applies.
This framework doesn’t promise solutions, but it offers a way to pause, consider the type of disruption we’re facing, and respond with greater clarity.
The often-used phrase “If China sneezes, the world catches a cold” captures this layered, interconnected reality in everyday terms.
Introducing BANI
More recently, Jamais Cascio proposed the BANI framework as a way to engage with the lived, felt experience of disruption—adding a human dimension to the more structural analysis that VUCA provides.
BANI brings together:
- Brittleness – when systems that appear efficient or stable crack under pressure, leaving no buffer for recovery.
- Anxiousness – a state of heightened tension where decisions feel fraught, and outcomes are hard to trust.
- Non-linearity – where inputs and outputs no longer relate in a straightforward way, making it hard to gauge effort against effect.
- Incomprehensibility – when events feel senseless or beyond understanding, leading to overwhelm or disengagement.
These are not just abstract concepts—they echo how many of us have felt at different points, especially in recent years.
Ways Forward
Identifying what we’re dealing with is only one part of the process. Cascio has suggested some early thinking around how we might begin to work with these conditions:
- Bendability invites us to build in stretch—resilience that doesn’t rely on holding firm but on adjusting with intention.
- Acceptance challenges us to stay present, to acknowledge what is happening without becoming stuck in it and demonstrating empathy for others.
- Neuroplasticity encourages learning in motion—adapting, experimenting, and reinterpreting in real time.
- Inclusiveness calls for broader perspectives. Bringing in diverse voices helps expand our field of view and can surface unexpected insight.
When we have a language to understand our world we generate personal power to slow down and notice what is unfolding and consider how we might navigate complexity with more awareness and care.