Build the right thing, fast.
Your team plans with AI and builds the tools it needs, and we make what they build safe to ship. No more weeks spent briefing a developer who doesn't know your business.
Know exactly what you need built? The handover keeps losing it.
- You build it, we make it safe
- No developer to brief
- Twice the speed, half the cost
You've been briefing developers. You could just build it.
The slow part was never the code. It was explaining what you need to someone who doesn't know your business, then waiting weeks to see it come back not quite right. Now you build it, and we make it safe.
Briefing a developer
Building it yourself
Weeks explaining what you need to someone outside your business
You plan it with AI and build it the week you need it
It comes back not quite right, so you brief it again
You shape it as you build, because you're the one building
AI-built code no one's sure is safe to run
We review, harden and secure every build before it ships
A prototype that can never reach production
Integrated into your platform and deployed properly
You build the right thing. We make it safe to ship.
Two ways to build, as safe as you need.
Both start the same way - we train your team and plan the work with you. Where they build is the choice.
In your product
Your team builds your real apps with AI. We plan the architecture up front and work behind you to refine and harden every build, so it ends up secure, connected and ready for production. The fastest path to real value.
In a lab
Your team experiments in a safe sandbox - dashboards, standalone pages, whatever they want to try. You build, hand over what works, and we fold it into your platform. The safest way in, with room to vibe code freely.
Most teams start in a lab and move into their product as the team's confidence grows. You can run both at once.
You bring the ideas. We bring the safety net.
- Training to get your team building with AI, whatever they're starting from
- Your environment or lab set up, safe to build in from day one
- Architecture planning up front, so you build the right thing the first time
- Ongoing review and refinement as your team builds
- Every build hardened, secured and released into your live platform
This runs on the RIVER Retainer, with a minimum total spend of $15,000- covering the training, your environment, and the planning, review, hardening and release that turn what you build into production software. From there it continues on hosting or the Retainer, to keep what you’ve built live.
The questions people ask when they’re ready to move.
No - this is for teams already building, and teams who want to start. Training your people to build is the first thing included.
- Already building with AI? We make what you ship safe, and give you the architecture input to build the right thing.
- Haven't started? We train your team and set up a safe place to build, then stay behind you as they find their feet.
A lab is the safest start; your product is the fastest to real value. Most teams do both.
- In a lab, your team experiments on dashboards and standalone pages, and we fold in what works. Nothing touches production until you're ready.
- In your product, your team builds the real thing and we harden it behind them, so it's live sooner.
- You can run both, and move between them as confidence grows.
On its own, not reliably, and that's the whole point of this service. AI writes code fast; fast and safe aren't the same thing.
- We review and harden every build before it reaches production.
- Guardrails, reviews and fixes catch the unsafe code before it ships, not after.
- You get full security without asking your team to slow down.
On the RIVER Retainer, against the minimum total spend published on this page.
- That covers the initial training, your environment or lab set up, and the ongoing planning, review, refinement, hardening and release.
- From there it continues on hosting or the Retainer, to keep what you've built live.
- Dial the pace up when your team is building hard, down when they're not. Prices exclude GST.
It's yours, and it stays live as long as it's hosted. You keep what your team built and the skills that built it.
- The apps, dashboards and workflows your team built are yours to keep.
- They stay live on hosting or the Retainer; that's what keeps a production app running.
- Your team keeps building, with or without us behind them.
Easy to start. Fast to prove. Built to scale.
Tell us what you're working on and we'll take it from there. Prefer to look first? Ask Moana, or take the free Readiness Check.
Ideas from the field.
Guides and research from a team that ships it.
TakeHighlight
Five frontier models in three days. The only thing that survives is your eval set
Anthropic, Google, Meta, Alibaba and OpenAI all shipped a frontier model in the first three days of September. The teams that switched in a day had one thing in common: 30 to 50 real examples from their own work, scored the same way every time. How to build yours this afternoon.
PerspectiveHighlight
Your AI vendor's pricing has a balance sheet under it
The five biggest US cloud companies are spending close to US$700 billion this year, most of it on AI, and the gap between that and what they earn is borrowed. Prices and terms can move for reasons that have nothing to do with you. Four questions to put to every AI vendor at renewal.
TakeHighlight
Developers felt faster. They were slower
A controlled trial found experienced developers were 19% slower with AI while believing it sped them up. A year later the same developers were faster. The gain was never in adoption. It was in aiming AI at the right work.
Teams like yours, in their own words.
A decade of work, across health, sport, finance and the public good.
RIVER learnt our business inside out, and found growth we hadn't seen ourselves. That is what changed our ability to scale.
Jay HarrisonFounder, Edison Health · 2022We crunch through complex data to generate insights, and RIVER made it simple to work through, while keeping everyone aligned on our core value proposition.
Alex OsbornCTO, trev · 2024Our business runs on what RIVER built. They have been central to our technology and our growth, and it keeps driving results.
Mark BramwellDirector, Commercial Realty · 2024RIVER listens, understands what we actually need, and gives us our time back. That is what a good partnership looks like.
Tony NaiduDevelopment Manager, Auckland Badminton Association · 2025RIVER helped us validate our market and launch our platform, and they haven't stopped since. They've been with us every step.
Mike CollinsFounder, iMatch Sport · 2025RIVER has been a trusted partner from the start, and they exceeded what we expected. We're already seeing the difference their work is making.
Ellen LekkaProgramme Specialist, UNESCO & SVSG · 2025The team at RIVER has been an incredible partner from day one. Their ongoing support helped make our success possible.
Scott TownshendFounder, trev · 2022RIVER approached every detail with care. Every decision was made with consideration and purpose.
Daemon CoyleGM, Mental Health Foundation · 2021Our new brand is bold and effective, and customers love it. The website has driven a real increase in leads.
Marcus SinGM, Cleanly · 2020We have always been ambitious about what our site should do, and RIVER take on the hardest parts of it. They make it happen, no matter how complex.
Chris HartFounder, Real Groovy · 2021RIVER are responsive and always ready to adapt. We have never had to chase them, and their support has been critical as our needs changed.
Supriya Kulkarni-PadhyeM&E Coordinator, Oceania Football Confederation · 2020We love our new brand. It reflects who we are as a team and resonates with our customers. Thank you for bringing our vision to life.
Tracy BergeGM, Greentree Advisers · 2021