AI Development Workflow Implementation
Your Developers Are Already Using AI Coding Tools. But Your Dev Workflow Isn’t Built For It Yet.
We help technical leaders at mid-sized companies implement AI development agents inside their existing workflow — without replacing their stack.
Book a Free 30-Minute Discovery CallThe Problem
Why AI Coding Tools Don’t Always Move The Needle
The Bottleneck Has Shifted
Your team writes code faster with AI — but planning, code review, QA, documentation and release decisions are all still manual. The bottleneck hasn’t gone away. It’s just moved.
No Consistent Workflow
Individual devs are experimenting with Claude Code, Copilot, Cursor, and Windsurf — but there’s no shared process. What one developer does with AI, another doesn’t. Nothing connects to your project management tools.
You Can’t Hand Over Control
Leadership wants to harness AI seriously — not just for individual productivity, but across the development process. But giving AI full autonomy without human oversight isn’t an option for most teams.
The Solution
A Complete AI Development Workflow — Connected to Your Existing Stack
Connected to Your PM Tools
We connect AI agents directly to your project management setup — Jira, Azure DevOps, Linear, ClickUp, Asana, Monday.com. AI works from your actual tickets and backlog, not a separate system.
Agent Roles Across Your Dev Cycle
AI agents handle task planning, code generation, testing, documentation, PR/MR preparation, and status reporting — across your entire development cycle, not just inside the IDE.
Human Approval at Every Critical Point
Every important decision requires human sign-off. Agents draft, suggest, and prepare — but your team reviews, approves, and deploys. You stay in control of every step that matters.
Works With Your Current Stack
We don’t replace your tools. We connect AI to what you already use — GitHub, GitLab, Azure DevOps, your existing repositories and workflows. No migrations, no disruption, no new stack to learn.
Is This Right For You?
This implementation project is a strong fit if:
Your company has 50–1,000 employees and an internal development team with an active backlog
You’re already using AI coding tools individually but haven’t found a way to systematically integrate them into your team’s workflow
You have budget for a £8,000–£16,000 fixed-scope implementation project (USD equivalent available)
Fixed-Scope Implementation — Starting from £8,000
Ready to Implement AI Into Your Development Workflow?
Book a free 30-minute discovery call. We’ll map your current development workflow, identify exactly where AI agents fit, and tell you honestly whether this is the right next step for your team.
What we cover: your current dev workflow, where AI fits, whether this is the right fit for your team. No hard sell.