Trace the workflow
Identify what starts the work, where information comes from, who makes decisions, and what happens when something goes wrong.
A focused starting point for business automation
One stubborn workflow.
One useful solution.
The AI Workflow Sprint turns a repetitive business process into a focused automation or internal tool. We start with the work that is slowing you down, define a practical first outcome, and build around the way your business actually operates.
A contained first engagement
Start where the friction is measurable.
You do not need a company-wide AI strategy to improve one painful process. The sprint begins with a task your team can explain: information being copied between systems, a recurring report assembled by hand, a queue that needs sorting, or an internal decision that lacks the right context.
Choose the right tool
Use straightforward automation where rules are enough. Add AI only where it genuinely helps interpret, organize, draft, or evaluate information.
Build something usable
Create a focused first solution, test it against realistic cases, and make the handoff clear enough for your business to use and evaluate.
What the sprint includes
From workflow map
to working first version.
Workflow and feasibility review
We document the current process, the systems involved, the repeated effort, and the exceptions that could break a simplistic solution.
Defined first outcome
We agree on the specific result the sprint should produce and what is intentionally outside the first scope.
Automation or internal tool
I build the agreed first version using the approach that fits the problem—an integration, a small internal application, a data-processing workflow, or another focused solution.
Testing, review, and handoff
We review realistic scenarios, make the outcome and failure states visible, and document what you need to operate or extend the result.
Good fit
Bring a repeated problem—not an AI shopping list.
This offer works best when a task happens often enough to matter, the people involved can describe the current process, and there is a clear way to recognize improvement.
- Copying information between email, spreadsheets, forms, or business systems
- Preparing recurring summaries, reports, or documents
- Sorting, enriching, or routing incoming information
- Replacing a fragile manual checklist with a focused internal tool
- Testing whether a larger automation idea is technically and operationally sensible
If an existing product already solves the problem well, I will say so. The goal is a useful result—not custom software for its own sake.
How it works
A direct, inspectable build process.
You work directly with Matt throughout the engagement. Scope, access requirements, timing, and cost are established after reviewing the actual workflow.
- 01
Share the bottleneck
Describe the repeated task, the tools involved, and what a better outcome would change.
- 02
Confirm fit and scope
We examine feasibility, constraints, sensitive data, human approval points, and the smallest useful first version.
- 03
Build and review
I develop the solution in focused iterations and keep the work available for feedback instead of disappearing behind a long specification.
- 04
Test and hand off
We review normal cases and failures, document the result, and decide whether further work would create enough value.
Before we begin
Questions worth asking.
Does the finished workflow have to contain AI?
No. AI is useful for some kinds of interpretation and drafting, but ordinary rules are often more reliable for predictable work. I choose the approach based on the task rather than forcing AI into it.
How long does a sprint take and what does it cost?
That depends on the systems, access requirements, data sensitivity, and the first outcome we choose. After reviewing the workflow, I will propose a defined scope, timeline, and price before implementation begins.
Will this replace employees or remove every manual step?
That is not the default goal. Many useful automations prepare information, reduce copying, or move work forward while keeping review and judgment with the people responsible.
What should I share in the first inquiry?
Describe the task, how often it happens, the tools involved, and what gets delayed or goes wrong today. Do not send passwords, private customer data, or confidential records through the inquiry form.
Start with the bottleneck
What keeps
repeating?
Tell me what happens today, which tools are involved, and what the task costs in time or attention. A rough description is enough to begin.
matt@bushidocode.ioPrefer email? You can still contact me directly.