Modern software, built like a lab.
We are an AI-first software company. We design, build, and ship products with method, craft, and frontier intelligence.
What we do
Three ways to work with us, from a first AI feature to a full product built end to end.
How we work
The lab method: five steps, a verification gate between each. It is how our output stays reliable when the tools are new.
You approve the brief, the plan, and the final release. Nothing ships without you.
- 01
Understand
We start with the problem, not the ticket. A short brief states what we are building, for whom, and why it should exist.
You approve the brief before design begins.
- 02
Design
Product and interface take shape together. You see the plan and the screens before anything is built.
You approve the plan before production code.
- 03
Build
Small, ordered pieces of work, shipped through review on a modern stack. No improvisation in production.
Every piece passes review before it joins the build.
- 04
Verify
Every piece is checked against the plan before the line moves. Tests, code review, and evals wherever AI is involved.
A broken check stops the line.
- 05
Ship
You hold the final merge. We stay for the part after launch: monitoring, iteration, and hardening.
The final release is always your explicit decision.
The whole stack, plainly named
Modern vocabulary should survive plain English. This is what we work with, and what each term actually means.
AI and agents
- Agents
- software that plans, calls tools, and acts, not just answers
- RAG and vector search
- models grounded in your data, retrieved by meaning
- Evals
- automated checks that measure AI quality before your users do
Product engineering
- Next.js and React
- the modern web stack we ship on
- Mobile surfaces
- your product beyond the browser
- API design
- clean contracts between systems
Platform
- Auth and permissions
- identity and access done properly, first
- CI/CD
- every change tested and deployed automatically
- Observability
- logs, traces, and alerts before incidents, not after
Design
- Design systems
- one visual language, enforced in code
- Interface craft
- accessible, premium surfaces in light and dark
- Motion
- used with intent, or not at all
What we build
Four products, built and run in-house. They are the proof of the method.
The dev agency that never sleeps.
Describe an idea in plain English. A team of six AI specialists plans, designs, and builds it, pausing at gates you control. There is no auto-merge anywhere in the product.
Plenty of teams demo AI. We ship it and run it: four live products, one method, and the candour to say what we would not build.
Four live products
VibeManager, FameX, Adhunik Invest, and Circlio are designed, built, and operated by this team. Proof you can click, not claims.
A method you can audit
Every engagement runs the same five steps with a verification gate between each. The Approach page spells it out in full.
Candour by default
We tell you when a template will do, when AI is the wrong tool, and what we are not good at. It saves everyone a quarter.
Have something to build?
Tell us what you are trying to make. We will come back with how we would approach it.
Start a project