File and API automation
Pull, clean, and push data on a schedule so people stop being the integration layer.
Automation services
Python Development Services
Scripts and small services that replace brittle spreadsheet hops with tested automation your team can run.
2–5 weeks
Typical sprint
Automation
Focus
Included
Tests
Repo + docs
Handover
What you get
What this engagement covers
Scripts that replace brittle spreadsheet hops — the smallest reliable automation.
Excel-friendly outputs
When the audience still lives in workbooks, we write files they already know how to open.
Readable code
Small modules, requirements files, and comments a new joiner can follow.
Basic tests
Checks on the transformations that would silently corrupt a report if they drifted.
Scheduling options
Task Scheduler, a simple service, or your existing runner — we match what you already operate.
Knowledge transfer
A walkthrough of how to rerun, where logs live, and what to change when a column is added.
Why this engagement
When Python beats another macro
Scheduled pulls, cleans, and pushes so people stop being the integration layer.
Nightly vendor files
Land cleaned before anyone opens Outlook — with a log when the file is late.
Three fragile macros
One script and a log instead of a chain that only one person understands.
Still living in workbooks
Outputs your audience already knows how to open.
A repo you already review
We prefer your Git and your process so the work stays yours.
Credentials that must not leak
We use the store you provide. Production passwords do not live in scripts.
Someone new will extend it
Small modules, a requirements file, and a walkthrough of logs and column changes.
How we work
How a Python project runs
Not a product team. If you need one, we will say so before we quote.
Discover
A short call to map the outcome, data sources, constraints, and who will own the work after handover.
Propose
You receive a written plan, timeline, and price before any build starts — no open-ended retainers by default.
Build
Focused sprints with working files you can review. You see progress weekly, not a big reveal at the end.
Test
We check real scenarios, edge cases, and handoff steps with your team before anything goes live.
Handover
Documentation, a walkthrough, and access your staff can keep. You own the files.
Support
A defined window for fixes as your data, team, or reporting needs change.
Client stories
What clients say
The nightly file from our vendor now lands cleaned before anyone opens Outlook.
They replaced three fragile macros with one script and a log. Support tickets dropped.
Our intern extended it after the walkthrough. That is rare.
Help centre
Frequently Asked Questions
Is this a full product build?
No. We build the smallest reliable automation. If you need a product team, we will say so.
Can you work with our Git repo?
Yes. We prefer your repo and your review process so the work stays yours.
Do you use pandas for everything?
When it fits. We do not pull in a stack your team cannot run or host.
What about credentials?
We use what you provide in a secure store. We do not embed production passwords in scripts.
Still copying files between systems by hand?
Describe the hops. We will tell you if a script, a macro, or a proper pipeline is the right next step.
Contact us