01Information is copied between tools
The same customer, content, order, project, or reporting data is repeatedly moved across forms, sheets, inboxes, and software.
Business workflow automation
Remove repeated work without creating a new black box.
Mikel Studio maps one costly manual workflow, builds a focused automation system, and gives the team clear controls for exceptions, approvals, and ongoing operation.
From repeated handoffs to a controlled workflow
01
Manual work
02
Automation system
03
Visible operation
trigger
rules
review
status
When this service fits
The team is spending attention on work a system should coordinate.
Automation is most valuable when the workflow is repeated, rules can be made explicit, and people still need visibility or approval at important moments.
02Handoffs depend on memory
Tasks move only when someone remembers to notify, assign, rename, check, follow up, or update the next system.
03Exceptions disappear in the process
The happy path may work, but failed records, missing inputs, duplicate actions, and unusual cases are difficult to see.
04No one owns the operating picture
The workflow exists across multiple tools, so the team cannot quickly tell what ran, what failed, and what needs a human decision.
What Mikel Studio builds
A small operating system for one important workflow.
The sprint focuses on a defined business process. The automation handles repeatable work while people retain control over judgment, exceptions, and approvals.
01 / Map
Workflow and data map
Document triggers, inputs, decisions, systems, owners, and failure points before choosing the automation architecture.
01
Current and target workflow map
02
Data field and system inventory
03
Automation boundary and risk list
Sprint process
One workflow, a clear boundary, and a working handover.
A focused sprint avoids the common automation failure of connecting everything before anyone agrees how the process should work.
Map the real process
Follow the workflow from trigger to outcome, including the spreadsheets, inbox decisions, manual checks, and edge cases.
Design the control points
Decide what the system should do automatically, what needs approval, and what should happen when data is incomplete or wrong.
Build and test
Implement the workflow, connect the tools, test representative cases, and make failures visible before real operation.
Handover and improve
Document operation, train the owner, and leave a prioritized list of sensible improvements rather than uncontrolled additions.
Clear boundaries
Automation with an owner, a fallback, and a measurable operating state.
The sprint is designed around a defined workflow and agreed systems. Additional departments, unrelated processes, or major custom applications are scoped separately.
Commonly included
- Workflow discovery and target-state mapping
- Tool, API, webhook, and data connections
- Rules, transformations, approvals, and notifications
- Exception handling and operational visibility
- Testing, documentation, and handover
Usually scoped separately
- Automating an undefined or constantly changing process
- Replacing every internal system in one sprint
- Unreviewed autonomous decisions in high-risk workflows
- Ongoing third-party subscription and usage fees
What becomes better
Less copying, fewer invisible handoffs, and clearer operator control.
The result is not simply that a task runs faster. The workflow becomes easier to inspect, easier to recover, and easier for the team to operate consistently.
Repeated work moves to the system
Structured copying, routing, formatting, notifications, and record updates happen through one repeatable workflow.
Exceptions become visible
Failed runs and incomplete inputs have a defined state instead of quietly disappearing between tools.
The team keeps control
Approvals, logs, fallback paths, and documentation make the automation understandable to the people responsible for it.
Start with one repeated workflow
Show us the work your team keeps doing by hand.
A screen recording, spreadsheet, checklist, or short written walkthrough is enough to begin mapping the opportunity.
- The trigger that starts the workflow
- The tools and people involved today
- The repeated steps, delays, or errors you want to remove
FAQ
Questions before automating the workflow
The first job is deciding whether the process is stable and valuable enough to automate—not choosing a fashionable tool.
Which tools can you connect?+
The exact options depend on available APIs, webhooks, exports, permissions, and data quality. We choose the simplest reliable connection pattern for the agreed workflow.
Do you only use n8n?+
No. n8n can be a strong fit, but the implementation may also use direct APIs, lightweight code, database logic, or another platform when that is more appropriate.
Can AI be part of the automation?+
Yes, when the task benefits from classification, extraction, drafting, summarization, or assisted decisions. We add validation and human review where the output carries risk.
What if our process is still changing?+
We can first map and simplify it. Automating a process that changes every week often creates a more expensive form of confusion.
How is the sprint priced?+
Pricing depends on the number of systems, workflow branches, data quality, API access, approval logic, error handling, and handover requirements.