Custom software, engineered with AI

SaaS platforms, web applications, internal tools, APIs and AI features, designed and built by a senior team, accelerated by applied AI, and shipped as clean, documented code you own outright.

What we build

From MVP to production platform

One senior team across the full stack, product thinking, interface design and engineering, with AI woven through the build rather than bolted on at the end.

SaaS platforms

Multi-tenant products with authentication, billing, roles and admin tooling, architected to scale from your first paying customer to your thousandth without a rebuild.

Custom web applications

Data-rich, interactive apps, dashboards, portals, marketplaces and booking flows, engineered for speed, accessibility and a genuinely enjoyable user experience.

Internal tools & dashboards

Operational software your team actually wants to use, replacing spreadsheets and manual processes with reporting, workflows and controls tailored to how you work.

APIs & integrations

Well-documented REST and webhook APIs, plus reliable integrations with the CRMs, payment providers and third-party services your product depends on.

AI features

Assistants, semantic search, retrieval-augmented answers, classification and content generation, LLM capabilities embedded where they create measurable value.

Workflow automation & agents

Connect your tools and let agents handle the repetitive work, data entry, triage, routing and reporting, with humans kept firmly in the loop for anything that matters.

AI-native engineering

AI accelerates the work, humans lead it

We use AI throughout the build to move faster and hold a higher standard, but every decision that shapes your product is made by an experienced engineer. Nothing ships without human review.

  • Discovery & research: synthesising requirements, exploring options and pressure-testing architecture faster.
  • Code generation & review: first drafts and a second pair of eyes on every change, with a senior engineer accountable for what merges.
  • Testing & QA: broader test coverage and edge cases surfaced earlier, so regressions are caught before release.
  • Documentation: clear, current docs generated alongside the code so hand-over is never an afterthought.
api/assistant/route.ts
1// Retrieval-augmented answer, grounded in your data
2export async function POST(req: Request) {
3 const { question } = await req.json();
4
5 // 1 · embed & retrieve relevant context
6 const docs = await db.search(question, { topK: 6 });
7
8 // 2 · ask the model, cite the sources
9 const reply = await ai.messages.create({
10 model: "claude",
11 system: GROUNDED_PROMPT,
12 context: docs,
13 input: question,
14 });
15
16 return Response.json({ reply, sources: docs });
17}
Our toolkit

Built on a modern stack

Proven, well-supported technologies chosen for longevity and performance, not novelty. Open standards throughout, so you are never locked in to us or any single vendor.

Languages

Type-safe, maintainable code across the stack.

TypeScript Python SQL

Frontend

Fast, accessible interfaces that feel effortless.

React Next.js

Backend

Reliable services and APIs built to scale.

Node.js FastAPI

Data

Robust storage with a clean data model.

PostgreSQL Supabase

AI

Frontier models and vector search, applied with intent.

Claude GPT Vector DBs

Cloud

Resilient hosting with automated, repeatable deploys.

AWS Vercel
How we deliver

A clear path from brief to launch

Short, reviewable iterations and total transparency. You always know what we are building, why, and what comes next.

01, Discover

Discover

We map your users, goals and constraints, agree the scope of a first release, and define what success looks like in measurable terms.

02, Architect

Architect

We design the system, data model and interfaces up front, validating the risky parts with prototypes before a line of production code is written.

03, Build

Build

We ship in fast, reviewable increments with AI-accelerated development and human-led code review, testing and QA at every merge.

04, Launch

Launch & iterate

We deploy, measure real usage and refine, then support the product and extend it as your needs and traffic grow.

Who it's for

Where we add the most value

Whether you are validating a new idea or replacing a process that no longer scales, we meet you where you are.

Startups

You need a credible MVP in front of users quickly. We build a focused first version that proves the concept and is ready to grow, not a throwaway prototype.

Scale-ups

You have traction and a roadmap that outpaces your capacity. We extend your product, add AI capabilities and harden what you already run in production.

SMEs

Manual, spreadsheet-bound processes are holding your team back. We replace them with tailored internal tools and automation that pay for themselves.

Good to know

Software questions, answered

It depends on scope, but our AI-augmented workflow lets us move in weeks rather than quarters. A focused MVP typically takes a few weeks; a larger platform is delivered in reviewable milestones so you see working software early and often. We give you an honest timeline after discovery.
Completely. You receive clean, documented code and full IP rights, in your own repository. We build to open standards and hand over everything needed to run, maintain and extend the software, with or without us. No lock-in, ever.
Every project ends with a clean hand-over so your own team can take over if you wish. Many clients prefer we stay on for maintenance, monitoring and continued development through a simple ongoing arrangement, sized to what you actually need, and easy to scale up or down.
Yes. We regularly join existing products to add features, integrate AI, improve performance or pay down technical debt. We start with a review of the current code and architecture, then propose the lowest-risk path to your goals, no unnecessary rewrites.
Let's build

Have a product in mind?

Tell us what you want to build. We'll come back with honest advice, a suggested approach and a clear path forward, no obligation.