Methodology
Simplify the system before you automate it.
If the workflow is already bloated, automation just scales the mess. I remove duplication, strip excess, reconnect what matters, and only then add automation.
The Core Principle
Most automation strategies fail because they add more tools, more exceptions, and more hidden handoffs than the team can actually manage. The Subtractive Triad inverts that instinct. I remove what does not belong first. What remains is the system worth scaling.
The Three Disciplines
One principle applied at three scales so the workflow gets simpler before it gets faster.
I look for duplicate tools, repeated workflows, and the same data being entered twice. If three teams solve the same problem three different ways, that is design debt. We map it, measure it, and collapse it into one clearer system.
Less duplication, cleaner data, lower drag.
Named for Dieter Rams: less, but better. Every tool, workflow, and automation has to justify its place in the stack. If nobody would miss it, trust it, or measure it, we stop carrying it.
A leaner stack where every component earns its keep.
Named for the hermeneutic circle: every part must serve the whole, and the whole gives meaning to every part. The tools that survive the first two cuts must connect into one operating system, not a row of isolated islands.
A connected system where every component serves the mission.
The Process Applied
How the Triad becomes a workflow map, from audit through architecture.
DRY Audit
Map all systems, identify duplication, measure waste.
Rams Review
Challenge each component, score value vs. cost.
Heidegger Design
Reconnect surviving systems into coherent architecture.
Blueprint Delivery
Complete architecture + implementation roadmap.
Why Three Levels
The triad is coherent because it's one principle — subtractive revelation — applied at three scales.
Most automation reviews stop at Level 1: finding duplicates. That's useful, but incomplete. Deduplication alone leaves you with a tighter stack that still contains tools nobody uses and systems that don't talk to each other.
We go deeper. Removing excess (Level 2) strips the stack to only what produces outcomes. Reconnecting what remains (Level 3) transforms isolated tools into a system that serves the whole.
This is what produces architectures that last — not because they're complex, but because everything that doesn't belong has been removed.
The Three-Tier Framework
Every part of your system does one of three jobs. Knowing which job it owns is how you keep automation legible.
Database
What existsThe foundation — where your data lives, how it's structured, and whether the right information is available to the right systems.
Automation
What happensThe engine — how systems connect, how data moves, and how actions get triggered without manual intervention.
Judgment
What should happenThe intelligence — where human insight meets automated execution. Knowing when to act, what to escalate, and which decisions require a person.
Every component in your automation stack maps to one of these tiers. When tiers are misaligned — when automation makes decisions that should be judgment, or when records aren't available to the systems that need them — the architecture fails. The Three-Tier Framework reveals these misalignments before they become expensive.
Ready to simplify?
Every engagement starts with this methodology. I look at your tools, find what doesn't belong, and build what matters.