Services

AI engineering and design, end to end

Five disciplines, one team. From product strategy through AI architecture to production deployment, without a handoff in the middle.

01

Product Strategy

We start every engagement with strategy because the most expensive mistake in product is building the wrong thing well. Discovery workshops, user-flow mapping, opportunity sizing, and a phased delivery plan you can defend to your board.

Product Strategy
  • 01Discovery report and validated problem statements
  • 02Product brief with success metrics
  • 03Phased roadmap with milestones
  • 04Risk register and dependency map
02

UX/UI Design

We design what we'll engineer ourselves, so the interface that ships matches the interface that wins design review. Flows, wireframes, prototypes, and high-fidelity screens, all in Figma with a structured component library you can extend.

UX/UI Design
  • 01User flows and information architecture
  • 02Wireframes and clickable prototypes
  • 03High-fidelity responsive screens
  • 04Figma component library + design tokens
03

Frontend Engineering

Production-grade React, Next.js, and TypeScript built to last. We write the code that ships and stays, type-safe, accessible, performant, with the test coverage and monitoring you'd expect from a senior in-house team.

Frontend Engineering
  • 01Production-ready Next.js or React app
  • 02TypeScript across the stack
  • 03Accessibility (WCAG 2.2 AA) baseline
  • 04CI/CD pipeline and deploy automation
04

Backend Engineering

Type-safe APIs, normalized schemas, and operational discipline you'd expect from a senior in-house team. We build the parts that have to be right at 3 AM, not just the parts visible in the demo.

Backend Engineering
  • 01Production REST or RPC API surface
  • 02Postgres schema with migrations and audit trail
  • 03Auth, RBAC, and multi-tenant isolation
  • 04Observability, on-call runbooks, deploy automation
05

AI & Automation

From the first agent prompt to a workflow that fires on a state change, we treat AI features the way the rest of the product is treated: tested, observed, and shaped around how the user actually works.

AI & Automation
  • 01LLM integration across Anthropic, OpenAI, and Gemini
  • 02RAG pipelines with retrieval evaluation
  • 03Streaming UIs and real-time inference
  • 04Workflow triggers, agent design, audit logging
How we work

A focused, repeatable process

  1. 01

    Discovery

    One week. Workshops, interviews, audit. We surface the real problem and a defensible plan.

  2. 02

    Design

    Two to three weeks. Flows, wireframes, high-fidelity screens with weekly reviews.

  3. 03

    Build

    Three to eight weeks. Production engineering with continuous deploys to a staging URL.

  4. 04

    Ship & iterate

    Launch, monitor, refine. Many clients stay on the Growth plan for ongoing work.

Recent work

Services in practice

Every project ships some combination of these disciplines. Three recent examples:

Pact procurement platform — buyer/supplier portal interface designed for a 47-property German hospitality group.
B2B Procurement

Pact

A self-hosted procurement platform for a German hospitality group, buyer/supplier portals, anonymized bidding, full audit trail. Built in 9 weeks.

Scriva proposal editor — a rich-text document with AI-suggested paragraphs highlighted in teal and a floating toolbar offering Insert, Rewrite, and Cite source actions.
LegalTech · AI

Scriva

A streaming AI proposal editor for tendering teams, Claude completions inline in a Plate.js editor, source-cited paragraphs, and one-click DOCX export with formatting preserved.

Aegis broker platform — a MacBook on a sunlit clay surface showing the live analytics dashboard with active submissions, average quote time, bind rate, and pipeline value.
Commercial Insurance · AI

Aegis

An AI-powered broker platform for commercial insurance, ACORD triage in 30 seconds, risk scoring across 50+ factors, live carrier hit ratios. Replaced a 3-day manual workflow with one operational view of the entire book.

Talk to us about your project

Most engagements start with a 30-minute call to scope the work and confirm we're a fit.

Book a callView pricing