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Explore the six services

Software. Automation. Intelligence.

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Work & case studiesEvidence before claims.

Every project,
open to inspection.

Explore the questions, decisions, and artifacts behind our analysis, prototypes, concepts, and engineering methods.

Each entry identifies what was made, its source, and its limitations.

Explore the work Featured independent analysisCyclistic ridership
Independent analysis

From a ride record
to a clearer question.

Explore the Cyclistic source figures, model and disclosed assumptions.

Inspect the case study
Cyclistic daily bike ride counts across 2025 and 2026.
Python repository artifact · source run unverified

Projects, prototypes
& published methods.

3 entries
Project 02 / 03
Published decision frameworkOperational engineering

Workflow Automation Feasibility Model

A decision framework for choosing between deterministic scripts, queued webhooks, AI assistance, and human review.

  • Process mapping
  • Risk assessment
  • Maintenance analysis
Read the framework

Illustrative decision framework

Question, contribution & scope
The question
Automating an unstable process can reproduce its errors at greater speed.
The approach
Assess input consistency, exception risk, reversibility, and maintenance cost before selecting a tool.

A practical checklist and approach comparison published in the engineering journal.

Scope: A planning method. It does not demonstrate measured savings or a delivered automation project.

2 of 3: Workflow Automation Feasibility Model

Have a problem that does not fit a category?

Most real systems cross more than one discipline. Bring the constraint and we will map the smallest reliable path through it.

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