Ecological restoration projects tend to collapse under workflow complexity.
– Field monitoring data lives in disconnected systems.
– Compliance reporting requires manual reconciliation.
– Project management struggles with multi-stakeholder coordination over years or decades.
These aren't tool problems. They're systems problems.
Some systems are complex because the world is complex: data management, ecosystems, legacy decisions, and real-world constraints. The problem isn't that complexity exists. The problem is when it shows up in places that can't carry it.
I make sure complexity lives where the system or stakeholders can handle it.
Systems often force people to remember rules, thresholds, and logic that could be formalized. This creates fragility. Things work until someone forgets or attention slips. Meaningful decisions disappear into the cognitive tax of error-avoidance, leaving experts to act as safety nets rather than strategists.
I relocate reasoning that can be encoded into the system, so people can focus on decisions that rely on context or their expertise.
When people keep inventing the same shortcuts or fixes, that's not misuse. That's the system failing to support real work.
I use real work patterns to shape the structure of the system.
0 → 1 Inspection System: Configurable Field Data Collection
My Role: Design Strategy, Architecture & Organizational Leadership
Complexity positioned where stakeholders can handle it. Reasoning encoded into the system. Structure shaped by real work patterns.