AI-First Delivery Redesign

Your Agile Practices Were Designed Before AI

We examine how you plan, communicate, ship, decide, and improve — then build and deploy the AI agents that make it work. You walk away with working tools, not a report.

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The Problem

Adding AI to your existing process is a waste of time

Most organisations bolt AI tools onto their existing Agile ceremonies. Stand-ups with AI summaries. Sprint plannings with AI suggestions layered on top. It's like fitting a Formula One engine into a tractor — the bottleneck is never the engine. It's the vehicle.

"The problem isn't AI capability. The problem is Agile processes designed in a world before AI existed."

We redesign from first principles. Using five structured lenses, we examine every aspect of how your teams work and rebuild the delivery model around what AI makes possible.

Our Methodology

Five Lenses. Real Agents.

We examine your delivery through five lenses. For each, we identify what AI should handle — then we build the agents that make it real.

01

How You Plan

AI ingests backlog data, velocity, and capacity to reshape how your teams plan.

Sprint Planning Copilot

Analyses your backlog, team velocity, and capacity to generate an optimised sprint plan in minutes, not hours.

02

How You Communicate

AI transforms what's worth meeting about — and automates the rest.

Async Stand-Up Generator

Synthesises progress updates from Jira, Slack, and GitHub into a daily async report. Teams get the information without the meeting.

Stakeholder Update Automator

Generates project status updates from live data. Stakeholders stay informed without teams spending hours writing updates.

03

How You Ship

AI-augmented quality assurance that catches more, faster.

PR Review Triage Bot

Categorises pull requests by complexity, risk, and urgency. Senior engineers focus on what needs them; routine reviews get AI-assisted triage.

04

How You Decide

AI generates the context that decisions need — so they happen faster.

Decision Brief Generator

When a decision needs escalating, generates a concise brief with context, options, trade-offs, and a recommendation. No more walls of Confluence.

05

How You Improve

AI finds patterns across retrospectives and delivery data over time.

Retrospective Insight Engine

Mines team data, delivery metrics, and previous retros to surface the most impactful themes. Retros become data-driven, not opinion-driven.

No other Agile consultancy can design your delivery model from first principles and build and deploy the AI tools that make it work. That's our competitive advantage.

How We Work With You

Four Phases. Clear Outputs.

Four phases. Clear outputs at every stage. You know exactly what you're getting before we start.

Phase 01

Discovery

  • Delivery audit across five lenses
  • Data collection & interviews
  • AI Opportunity Map
Phase 02

Design

  • Co-design AI-first model
  • New role blueprints
  • Tool specifications
Phase 03

Pilot

  • Implement with 1-2 teams
  • Deploy 4-6 AI tools
  • Coach through transition
Phase 04

Scale

  • Extend to 20+ teams
  • Train AI Ops Leads
  • Establish AI governance
Common Questions

Frequently Asked Questions

How long does the engagement really take?

It depends on scope. Some engagements start with a focused discovery phase, others go straight into a full redesign. We'll scope this together in the discovery session and agree a timeline that works for your organisation.

Do you build the AI tools yourselves or use third-party vendors?

We use the right tool for the job — sometimes that's a custom-built solution, sometimes it's a best-in-class third-party product, and often it's a combination of both. We'll always choose what fits your context, your stack, and your team.

What integrations do you support?

Jira, Linear, GitHub, GitLab, Azure DevOps, Slack, Teams, Confluence, Notion, Salesforce, and more. We integrate with what you already use — we don't ask you to change your toolchain.

What happens after the engagement ends?

You own everything we build. We document all tools and processes thoroughly. Many of our clients continue with ongoing AI coaching and tool maintenance support, so your AI capabilities keep evolving long after the initial engagement.

Ready to redesign agile delivery for the AI era?

Start with a 30-minute discovery call. We'll assess whether AI-First Delivery Redesign is the right fit for your organisation.

Book a Discovery Session Take Free AI Maturity Assessment →

Not sure where to start? Take our free AI Maturity Assessment →