SYSTEMS THINKING
Turn disorder into a system you can reason about
I begin with the people, decisions and information involved. Then I make the process, rules and evidence clear enough to test.
FRAMEWORK
From problem to implementation
01
Problem
02
Users
03
Pain
04
Business value
05
Requirements
06
Conflicts
07
Constraints
08
Processes
09
Data
10
Rules
11
Non-functional requirements
12
Architecture
13
Technology
14
Implementation
15
Operations
16
Evolution
MODEL THE PROCESS BEFORE SELECTING THE TOOL
Model the process before selecting the tool
Map the trigger, actors, decisions, state changes and failure paths. In Ordo Systems, a plate return is a governed state transition—not just a button and a database update.
EXAMPLE
Borrow or return request → server checks access and current state → accepted transition or explicit conflict → attributable history.
DECOMPOSE REQUIREMENTS INTO TESTABLE RULES
Decompose requirements into testable rules
Separate what people need from the rules that keep it correct. Ask what must always remain true, who owns the decision and what evidence would show that the requirement is met.
EXAMPLE
A local queue may hold intent; it cannot confirm plate custody or override a later access change.
CURRENT AND TARGET STATE
Keep current state and target state distinct
Describe what exists at a dated checkpoint, including its limitations. Put proposed changes in a separate target view and define the evidence needed to adopt them.
EXAMPLE
The current mobile foundation is shared web code with native wrappers. Native-first V2 is a proposed direction, not a delivered capability.
MODEL DATA AROUND OWNERSHIP AND LIFECYCLE
Model data around ownership and lifecycle
Identify the authoritative record, its owner, required relationships and how it changes or expires. Distinguish a database-enforced relationship from an association enforced in application code.
EXAMPLE
Private receipt bytes and relational ownership metadata have separate storage responsibilities but must remain coherent through cleanup and recovery.
MAKE TRADE-OFFS EXPLICIT
Make trade-offs explicit
Record the problem, decision, consequences and conditions for review. Prefer a clear module boundary to extra infrastructure until measured needs justify the cost.
EXAMPLE
One modular API keeps business authority coherent. Its single-process persistence limitations remain visible as evolution work.
VERIFY THE CLAIM AT THE RIGHT LAYER
Verify the claim at the right layer
A diagram describes. Source shows implementation. Configuration shows selected capability. Runtime and release evidence establish narrower operational facts. I keep those claims separate.
EXAMPLE
The selected data model was checked against testing schema metadata; matching mobile web assets still did not prove the entire native build.
See the approach in practice
Explore Ordo Systems from the operational problem through architecture, implementation and evidence.
Read the Ordo Systems case study