Practical workflow support for the repetitive parts of creative and operational work.
I map repetitive work into clear inputs, decisions and outputs, then shape lightweight tools or workflow structures that keep human review central.
Current focus
Clear inputs, repeatable steps and useful outputs.
The best opportunities are practical workflows where people still make the decisions, but the repetitive structure becomes easier to manage.
Selected commissions and labelled concepts
Workflow automation and lightweight tools
Practical automation thinking for structured workflows, small internal tools and clearly labelled concepts.
Concept workflow
Deterministic front-end demonstration
From inquiry to reviewed next steps.
Watch a generic request become structured fields, a routing decision, prepared outputs and a final human review.
A cinematic front-end concept: no live AI, backend, database or external action is implied.
Deterministic front-end demonstration — no live AI, backend or database.
Example inquiry
Hi, I need new photos and a small website page for a construction project. We have a rough deadline next month and want to know what information you need first.
Lead summaryChecklistDraft responseFollow-up
Static workflow summary
Structure first. Automation only where it supports review.
Input briefA generic inquiry becomes the source material.
Field extractionRelevant details separate from the open text.
Decision / routingSimple process logic chooses the preparation route.
Structured leadThe request resolves into a concise lead summary.
Checklist / preparationUnknowns become a practical preparation list.
Draft responseA response structure is drafted, not sent.
Follow-up actionThe next internal actions stay visible.
Human review / approvalA person reviews everything before external action.
Focus
Where automation can help.
The work starts with the process before the tool: what comes in, what needs to be decided, what needs to be created and what still needs human review.
Intake structuring for project requests or recurring briefs.
Checklists and follow-up flows for repeated work.
Document, spreadsheet or data transformation for internal use.
Lightweight internal tools that support admin rather than replacing judgement.