From idea and design to a first version and a product in production, then we stay on to help it grow.
Explore serviceServices
Everything we do, from first idea to production.
Build a product with us, test the AI agents you already run, get the data your models need, or have us design and build your websites and apps. Not sure which fits? Tell us the problem and we'll point you to the right one.
For product & AI teams
Build it, test it, give it data.
For founders, CTOs and AI product teams: one team from idea to production, independent testing for chat and voice agents, and web data collected, cleaned and labelled.
We test your chat and voice agents for accuracy, made-up answers, safety and hand-offs before customers find the gaps.
Explore service
Public web data collected responsibly, cleaned and labelled, ready for your product, your reports or your model.
Explore service
Data & annotation
The examples AI learns from.
We prepare the examples AI learns from: images, video, text and audio, labelled by trained people and checked before delivery.
We mark up your images and video, saying what each thing is and where, so AI can learn to recognise it.
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Match footage turned into data: who was where, what happened and when, for coaches, scouts and media teams.
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Software that watches video for you and flags what matters, from recorded footage to live alerts.
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People who review, rank and correct what an AI writes, so it learns the tone and judgement you want.
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AI for game studios: believable characters, testing that runs itself, player insight and cheat detection.
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We tag text with names, topics, intent and mood, so AI can read, sort and search your documents.
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Written transcripts of your audio, with who spoke and when, ready for voice products to learn from.
Explore serviceSomething else?
Need a different kind of labelling?
Tell us what you need and we will say honestly whether we are the right team for it.
Software engineering
Websites, apps and software, start to finish.
Websites, apps and software designed, built, tested and looked after by one team.
Websites and web apps that load fast, work for everyone and are easy for your team to update.
Explore service
Software built around how your business works, for when off-the-shelf tools don't fit.
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Apps for iPhone and Android, from first idea to the app stores, including everything behind the scenes.
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Screens and journeys designed around your users, and tried out with real people before anything is built.
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Reliable hosting, and a release process that makes updates routine instead of risky.
Explore service
We find the bugs in your websites and apps before customers do, on real devices and with automated checks.
Explore serviceWe keep your software running after launch: monitoring, fixes, security updates and small improvements.
Explore serviceSomething else?
Need a different kind of build?
Tell us what you need and we will say honestly whether we are the right team for it.
AI solutions
Looking for an AI assistant, answers from your documents, or software that understands video?
Idea → Architecture → Prototype → Production → Scale
Have an idea to build, or an agent to test?
Tell us what you're trying to build, test, automate or improve. We'll tell you honestly where we can make a real difference, and where we can't.