Intake
Capture requests cleanly and get the right information up front.
Map one costly workflow before anyone builds
I help owner-led businesses turn inboxes, spreadsheets, PDFs, calls, and follow-up into systems people actually use.
Free fit review · Workflow Blueprint CAD $750 · Builds from CAD $3,500
Current steps
Tools
Exceptions
Volume
Audit output
Workflow map
Risk boundary
Build plan
The goal is not more AI. It is a cleaner path from messy input to useful action.
Follow-up
Move work forward with visible owners, dates, and next steps.
Review
Put the context in one place before a person makes the call.
Proof over promises
The credibility here comes from shipped systems: products, automations, and client workflows that have to keep working after the first demo.
The Lineup
A live analytics product with data pipelines, payments, monitoring, and automated settlement.
Travel automation
High-volume operational AI systems for disputes, data, ranking, and revenue workflows.
Property operations
A practical system for tenant, maintenance, vendor, and field-work coordination across 13 rental houses.
Live productFounder, product owner, solo builder
Sports analytics
The Lineup
Customers can compare a projection with current prices, make their own decision, and return later to see the recorded result.
Read case studyProduction operations systemFounder, system designer, and operator
Business monitoring
The Lineup AI Operations
The recurring checks now happen on a schedule, issues are kept in one review queue, and production changes cannot happen without explicit approval.
Read case studyProduction enterprise systemData scientist and system builder while employed
Travel operations
Dispute Defender
Reviewers received a case-specific set of source records instead of rebuilding every dispute by hand or relying on a generic response.
Read case studyClient deliveryProcess designer and implementation consultant
Healthcare content operations
Trauma Therapy Group Publisher
The team can move approved copy into a structured WordPress draft without rebuilding the article by hand.
Read case studyA small method for real operations
Most useful systems start by making the current work visible. Automation comes after the workflow makes sense.
01
Map
Understand the real workflow and where it breaks.
02
Simplify
Remove avoidable friction before adding automation.
03
Build
Ship the smallest useful system the team can trust.
04
Operate
Support, refine, and keep the workflow honest.
Send one messy workflow
A good starting point is something that repeats every week, moves through too many tools, and still depends on someone remembering the next step. The initial review is free. If there is a fit, the CAD $750 Workflow Blueprint is fully credited toward your first build.