Excel & CSV cleanup
Turn inconsistent exports into usable data. Standardize formats, remove agreed duplicates, and flag records that need a decision.
- A cleaned output file
- A summary of changes and exceptions
PRACTICAL AUTOMATION FOR SMALL BUSINESSES
Clean up the spreadsheet. Connect the workflow. Get back to the work that needs you.
We build focused, AI-assisted scripts and automations, with a clear scope, tested outputs, and documentation you can actually use.
Small projects welcome. Clear starting prices. No mystery scope.
Consistent records. Exceptions flagged.
A repeatable process for next time.
Illustrative workflow · no customer data
WHAT WE CAN TAKE OFF YOUR PLATE
Start with one problem worth solving.
We’ll agree on the inputs, outputs, and price before work begins.
Turn inconsistent exports into usable data. Standardize formats, remove agreed duplicates, and flag records that need a decision.
Replace a repetitive file task with a script. Combine exports, transform records, or generate the report you build by hand.
Connect an authorized portal, file, or API to the next step in your process. Build in validation and checks for repeat runs.
Custom integrations and multi-step projects start with a conversation.
Starting prices apply to a small, agreed scope. Data volume, complexity, access, and testing affect the final quote. Any third-party costs require your approval. No purchase or commitment is made through this website.
SHOW THE WORK
A real Python + Playwright portfolio demonstration. Recorded results from a local mock API. This summary contains no contact records or client data.
| Measure | Recorded count |
|---|
Recorded results from the portfolio demonstration.
These controls display recorded totals. They do not execute an automation or contact a CRM. Source fixtures and raw test records are not published.
Recorded on Windows with real headless Edge.
Five source rows became three unique contacts. One duplicate and one invalid email were excluded.
The first mock import made three posts. An unchanged repeat made zero additional posts.
Authentication errors, rate limits, and malformed responses were tested without falsely recording success.
Portfolio demo, not a past client project. No live CRM was contacted. Production access, compatibility, and reliability require project-specific testing.
HOW WE WORK
AI assists the build. Defined acceptance checks, testing, and documented limits guide the handover.
Describe what happens today, what you want instead, and how often you do it. A redacted example helps.
Confirm the deliverables, access, price, and timing before any paid work begins.
Get the agreed output, relevant source files, test results, and practical instructions for using it.
Yes. A single export to clean or one repetitive report is a useful starting point. We’ll check the scope before quoting.
AI tools help with planning, coding, and debugging. Outputs still need testing against agreed requirements. We won’t use your confidential data with an external AI service without an agreed approach.
Sometimes. Start with a description or redacted sample. Any system access must be authorized and scoped to the work. Don’t send passwords, API keys, or sensitive records in an initial inquiry.
The quote will define acceptance checks, revisions, and any support period. Ongoing maintenance is a separate discussion, especially if a website or API changes.
LET’S MAKE WORK A LITTLE LIGHTER
Tell us about one task. We’ll use your brief to understand whether a focused automation is a good fit.
This form prepares an email for you to review and send. It does not submit to a server or store your answers. Please leave out confidential data and credentials.