AI Engineering
AI that does a specific job in your business and can be checked. We start from the decision it is meant to support, then build the smallest thing that makes that decision reliably, and measure it before it reaches a customer.
- Answers you can trace to their source · RAG with re-ranking
- AI that acts, inside limits you set · agentic workflows
- Proven on real questions before launch · evals and regression suites
- Only as much model as the job needs · hosted, open-weights, or none
Web Applications
A web product that loads fast on the phones your customers actually carry, works for everyone who visits, and can still be changed a year from now without a rewrite.
- Pages that render before they finish loading · Next.js App Router
- One set of parts, so new screens ship in days · design systems
- Your team edits content without us · Builder.io and headless CMS
- Usable with a screen reader or keyboard · WCAG 2.2 AA as a build gate
Mobile
An app your customers can download, rated well enough to keep. We are candid about whether you need one app or two, and what each choice costs to run. Often the answer is not the one already decided.
- Feels native on each platform · Swift / SwiftUI, Kotlin / Compose
- One codebase when that math works · React Native
- Keeps working with no signal · offline-first sync and conflict handling
- Through app review, released in stages · phased rollout
Cloud Infrastructure
Hosting that stays the size of your business. You see the monthly number before anything is built, and the system tells us it is failing before a customer tells you.
- Grows with demand, not with headcount · Kubernetes, Terraform, GitOps
- Cheaper to run, faster to wake · GraalVM native-image for JVM workloads
- You hear about failures first · traces, SLOs, alerts that mean something
- The bill is priced before it is built · cost modelling up front
Modernization
The system you depend on today keeps running while we replace it. One piece at a time, in production the whole way. No shutdown weekend, no big-bang date to miss.
- Replaced piece by piece, never all at once · strangler-fig migration
- Your data moves without downtime · dual-write and backfill
- Nothing quietly stops working · characterization tests first
- A way back if the day goes wrong · cutover plans with tested rollback
Architecture & Audit
An honest read on what is working, what it is costing you, and the next two moves. Written down, defended in a room, and yours to keep whether or not you hire us to build it.
- Where it will break as you grow · system and data-flow review
- Which line items you are overpaying · cloud spend and performance audit
- What would expose customer data · security and dependency supply chain
- What to fix first, and what it costs · a plan with effort and risk attached
The stack we reach for
Defaults, not dogma. We will use what your team already runs if it is the right tool — and say so plainly when it is not.