01 / DEFINE
One mapped workflow
A short process map and baseline: frequency, time spent, delays or errors where measurable.
AI AUTOMATION · VIBE CODING · 10 WORKING DAYS
From your idea to a useful business tool with vibe coding.
Describe what you need in plain language. We use AI coding tools to build a practical prototype or automation, then test it, review it and document it. One agreed business problem, a focused 10-day sprint—not an endless project.
10 working days once access and scope are readyOne defined workflowUp to two existing systems, where APIs and access allow
Discuss your sprint ↗A concrete deliverable
What you receive
We agree the scope and success measure before work starts, so the finish line is clear.
02 / BUILD
A working prototype or automation
One AI-assisted solution for one clearly defined business workflow.
03 / CONNECT
Up to two existing systems
Subject to available access, APIs and reasonable integration complexity.
04 / TEST
Realistic cases and exceptions
Tests for representative examples, failure paths and steps needing human approval.
05 / HAND OVER
Documentation and walkthrough
Operating guide, technical notes, test results, known limits and recommended next steps.
06 / BOUNDARIES
No hidden scope creep
Extra workflows, complex migrations, full-scale custom products and ongoing support are quoted separately.
A focused 10-day sprint
From recurring pain point to tested workflow
DAY 1
Define
Agree the workflow, success measure, access, sample inputs and boundaries.
DAYS 2–5
Build with vibe coding
Use AI coding tools to create the prototype, automation or integration.
DAYS 6–8
Test and refine
Try realistic cases, test exceptions and incorporate your feedback.
DAYS 9–10
Hand over
Review results, document how it works and walk your team through it.
VIBE CODING + AI
Yes, we do vibe coding. Professionally.
Vibe coding means describing what you want in natural language and using AI coding tools to build it quickly. It is powerful for prototypes, internal tools and automations—but generated code is not automatically safe or correct. Our sprint combines that speed with scope control, tests, human review, security checks and documentation. You get a useful outcome, not just a flashy demo.
People stay in control. Financial, legal, safety-related and other consequential decisions retain explicit human review. We test failure paths and document known limits. We do not promise savings before measuring the agreed baseline.
First conversation
Does your process fit the sprint?
Tell us what takes too much time, which tools you use and how often the task occurs. Please do not send confidential or sensitive data here. We will confirm the exact scope before accepting the sprint.
Remote-first. The working language, access requirements and delivery environment are agreed before kickoff.