Map the workflow
Find the trigger, inputs, decisions, tools, handoffs, exceptions, and failure points.
§ / Services · Workflow
AI Workflow Sprint.
A fixed-scope sprint for one messy workflow. We map what is leaking time, build the useful system, test the handoff, and leave you with a practical operating asset instead of a vague automation plan.
What you get
Choose the first fix
Pick one narrow improvement that can create visible value without rebuilding the whole business.
Build the system
Implement the workflow using software, automation, AI, integrations, templates, or admin tooling.
Test and hand over
Document the path, known limits, human checkpoints, and the next improvement if the value is proven.
Example workflows
Ecommerce / Shopify
Orders, support emails, returns, delivery questions, app bloat, and product-page changes spread across too many tools.
A workflow map, fixed sprint, and lightweight implementation that removes one drag point without turning the store into another rebuild.
Real estate / property
Maintenance emails, tenant disputes, rent follow-ups, and trade work orders create constant context switching.
Inbox triage, severity classification, draft work orders, and follow-up queues for human approval.
Construction / trades
Subcontractor documents, insurance, SWMS, and compliance dates are chased manually before people can step on site.
SMS/photo intake, OCR extraction, ABN checks, expiry tracking, and green/red site-access status.
Accounting / admin
Missing receipts and uncategorised transactions create repeated client chasing and spreadsheet cleanup.
Receipt request flows, photo intake, document matching, and exception queues for review.
Concept demos
Ecommerce workflow leak map
A Shopify-first workflow map for stores with app bloat, support drag, product-page doubt, and unclear fix priority.
Concept demo - not client work
View workflow demo ->Real estate inbox triage
An approval-first inbox system for maintenance, tenant issues, trades, rent follow-ups, and owner updates.
Concept demo - not client work
View workflow demo ->Subcontractor compliance workflow
A document intake and expiry workflow for subcontractor insurance, SWMS, ABNs, licences, and site access status.
Concept demo - not client work
View workflow demo ->Good fit
A repetitive workflow already costs time every week.
The business has enough activity for the fix to matter.
A human still owns judgement, approval, or customer trust.
The first useful version can be scoped without deep enterprise procurement.
Start with one workflow.
Send the workflow that is costing time or clarity. If the first sprint should be ecommerce-specific, the Shopify resource lane is already live.