Workflow audit
The repeatable work is mapped, then filtered for what is actually worth automating.
Sprint 4-week sprint
AI Automation Sprint.
A practical AI automation sprint for ecommerce and growth teams: reporting, data processing, content workflows, research synthesis and the repeatable jobs that keep stealing human time.
from $6,000 · workflow build + training. Keep the judgment. Remove the grunt work.
from $6,0004 weeksfixed scope
01 What's included
A sprint with a hard edge: deliverables, decisions and next steps.
The sprint has a job: get from messy question to a finished piece of work without dragging you into a retainer.
Pricefrom $6,000
Timing4 weeks
Formatworkflow build + training
System design
A practical workflow architecture that fits your stack and team.
Reporting or data automation
The highest-value reporting, extraction or processing task turned into a working system.
Content and research workflows
AI drafts, classifies, summarises or structures the work where it earns its keep, with a human review point before anything ships.
Integration with current tools
The build works with the tools you already use where possible.
Training and documentation
Your team gets instructions, guardrails and a clear view of what to do when something changes.
02 Process
How the sprint runs.
1
Map and choose
We identify the workflows that steal time and choose the one with the best return.
2
Build and connect
I build the workflow against real inputs, not a toy demo.
3
Test and train
The system is tested, documented and handed over to the people who will use it.
03 Fit
Best when there is already enough signal to make sharper decisions.
A
The team is drowning in repeatable work
Reporting, formatting, synthesis or handoffs keep stealing time from judgment.
B
You want working machinery
The goal is a workflow your team can use next week, not a polished demo.
C
There is enough process to automate
The best candidates are repeatable tasks with clear inputs, outputs and review points.
04 FAQ
The questions that usually decide fit.
Q
What tools do you use?
Whatever fits the job and the stack: scripts, spreadsheets, Make/Zapier-style glue, APIs and model-router-backed workflows where appropriate.
Q
Do I need technical knowledge?
No. The delivered workflow should be usable by the team that owns the process.
Q
What can be automated?
Reporting, research synthesis, customer data processing, briefing, content drafts and other repeatable rules-based work.
Q
Will this replace my team?
No. It removes grunt work so humans spend more time on judgment.
Q
What if it breaks?
The sprint includes documentation and support. Ongoing maintenance can be scoped if the system becomes business-critical.
A sprint can stand alone. If the working style fits, it can also become the first piece of the wider system.
Either way you leave with the sharper version of the problem, the first fixes, and a clear view of whether there’s more worth building.