John Cutler · 4 min read · Product Strategy
TBM 434: How Maps Can Hide Problems
Read the original on cutlefish.substack.com →
The article argues that organizational maps (strategy, structure, technology, and incentives) must be coherent; if they’re not, use the map as a tool to refactor and align what you see. When maps line up, knowledge transfers across domains become easier and navigation—for people and AI—becomes less energy-intensive. The city-map metaphor illustrates how layered, aligned representations reduce confusion and reveal where hidden problems lie.
Key Takeaways
- Coherence across strategy, structure, technology, and incentives enables implicit knowledge to remain useful across different maps, reducing the need to spell out every distinction.
- Use mapping as a refactoring tool: when a map reveals misalignment, adjust structures and goals to restore coherence.
- Coherence lowers cognitive load for both humans and AI, making it easier to navigate multiple layers of the organization (teams, goals, domains).
- Incoherent organizations create cross-cutting barriers and silos that obscure ownership and impact, leading to confusion and misaligned decisions.
- Even if insiders can navigate a messy system, coherence is brittle; alignment helps scale and reduces reliance on specialized navigators.
Excerpt
If what you are mapping is incoherent, don’t fall in love with the map (or your personal ability to navigate with it). Use it to refactor what you see. Here’s why. More Coherent Organizations When strategy, structure, technology, and incentives are coherent, an organization can leave a great deal implicit. A team and its mission become reliable shorthand for its goals, ownership, work, funding, and intended path to impact. These are technically distinct structures. For example, work isn’t the same thing as goals, and teaming isn’t the same thing as a product taxonomy. But when they map cleanly to one…