Ship more per sprint. Without lowering the bar.

The whole lifecycle, AI-native. We rebuild how your software is planned, written, tested and shipped around AI, with senior engineers directing it, so you get more product per sprint without lowering the bar.

• AI woven through every stage
• Senior engineers direct, review and verify
• Specs and tests generated with the code
• Your code and data stay yours
• Up to 10x faster to MVP
• Set up in your tools and pipelines

• Directed, not automated. AI does the building; our engineers set the architecture, review every change and own the quality. You get the speed of AI with the judgment of a senior team.
• Every stage, not just the editor. Requirements, design, tests, docs and release notes are generated alongside the code and kept in step with it, so the whole lifecycle moves at once.
• Safe by design. Your source and data stay in your accounts. We agree which AI tools touch what, and nothing crosses the boundary you set.

How we actually run AI on a real team: Field notes on what changes when AI agents join senior engineers: what gets faster, what still needs a human, and how we keep quality high.

What the lifecycle looks like

One continuous flow from idea to running software, with a senior engineer accountable at every step.

• Discovery and planning. We turn goals into a shippable plan, with scope, architecture and risks mapped before the first sprint.
• Architecture and scaffolding. A clean, modern foundation stood up fast, built on the patterns your team will live in for years.
• Build and test together. Features arrive with their tests and documentation, reviewed by a senior engineer before they merge.
• Continuous review. Every change is read by a human and checked against your standards, security and performance included.
• Release and observe. Automated pipelines, feature flags and monitoring, so you ship often and know at once when something is off.
• Knowledge that compounds. Every lesson is written down next to the code, so each sprint starts from everything learned before.

Related insights

• Your embedded engineers use AI. Decide whose account it runs on. (AI, October 8, 2026)
  Outside engineers will use AI on your code whatever the contract says. Banning it can drive it out of sight. The better fix is plainer: the tools run on your accounts, under your settings, and leave when the engineer does.
• It's beginning to look a lot like attack season. (Security, October 8, 2026)
  Ransomware crews plan around your holidays: thin staff, frozen changes, a full inbox. Why your quietest fortnight is their busiest, and the ten weeks of work that make it boring again.
• The one engineer who knows the system has resigned. Spend the notice well. (Leadership, October 8, 2026)
  One person knows how the old system really runs, and they have just handed in their notice. Asking them to write it all down is the usual move and the wrong one. How to spend the weeks you have.
• The CRA's 24-hour clock is live. It starts in your support inbox. (Security, October 7, 2026)
  Since 11 September 2026, makers of software and connected products sold in the EU must flag exploited vulnerabilities within 24 hours. Filing is the easy part. Noticing in time is not.