01
Understand the stakes.
We map your users, goals, and risks. Together, we define what success looks like and what needs to be true before release.
A shared brief & success criteria
+ Our approach
High standards.
A human way of working.
Great systems come from clear thinking and shared ownership. We make the work visible, the decisions understandable, and the next step clear.
From the first conversation
to the first real user.
Every project has a different starting point. Whether you need a new build, a prototype review, or an independent evaluation, we agree the scope and success criteria together.
02
Design the right system.
We work through the experience and architecture together. Data boundaries, user flows, and operational needs shape the plan.
A design & engineering plan
03
Build. Test. Refine.
Working increments, visible decisions, and regular reviews. We test assumptions early and evaluate against the agreed standard.
Working software & test evidence
04
Launch with a clear view.
A considered release, documented decisions, and an operational handover. Agree ongoing support where your product needs it.
A release plan & clear ownership
+ What to expect
Good work.
Without the guesswork.
Decisions you can follow.
Understand the tradeoffs behind the architecture, design, and release plan. We document the important choices and surface questions early.
Progress you can see.
Review working increments and give feedback while it can still shape the product. Scope changes are discussed, with their impact made explicit.
A useful handover.
Leave with the code, agreed documentation, and a clear view of operational responsibilities. Ongoing support can be scoped around your needs.
+ Good to know
Before we
build together.
I built my app with AI. Can you help get it production-ready?
Yes. We can start with your existing codebase, review the architecture and user experience, then identify security, reliability, and maintainability gaps. You get a clear scope before we begin the work of addressing them.
Can we work with you on evaluations alone?
Absolutely. Evals as a service is a standalone engagement. We can evaluate an existing agent or AI application, build a test baseline, and help your team understand and prioritise the findings.
What does “production-ready” mean in practice?
It means meeting release criteria agreed for your specific system: security controls, representative testing, a considered user experience, observability, recovery planning, and clear operational ownership. The criteria depend on the use case and risk; no system is risk-free.
How do you handle sensitive data and source code?
We agree access, confidentiality, and data-handling requirements before work starts. We scope permissions to the engagement and discuss approved tools, environments, and any model-provider data policies relevant to your project.
How are projects scoped and priced?
We start with a conversation about your starting point, goals, and constraints. We then propose a scope, deliverables, timeline, and commercial terms. For an unfamiliar codebase, an initial review can establish the right plan.
Let’s build with confidence.
Tell us about your idea or the system you want to improve.