// Service 08

AI & ML Development

We take AI from demo to production — with evaluation, guardrails and unit economics that work.

35+

AI products shipped

6 wks

Avg. time to first model

~3x

Avg. task efficiency gain

99.2%

Eval pass rate

// What's included

Everything you need, nothing you don't.

Each engagement is scoped around outcomes — the features below are the standard building blocks, tuned to your context during discovery.

AI & ML Development

Generative AI Products

Copilots, assistants and agents embedded in real workflows.

Custom LLM Pipelines

RAG architecture, fine-tuning and model routing tuned to your data.

Evaluation Harnesses

Grounded evals that catch hallucination before users do.

Computer Vision

Detection, classification and OCR for image-heavy operations.

Predictive Analytics

Forecasting, churn and scoring models that drive decisions.

MLOps & Governance

Model registries, drift monitoring and responsible-AI gates.

Inside the engagement.

/01

Discover

Deep-dive workshops, market research and teardown audits to map your users, goals and growth levers.

/02

Define

We distil everything into a sharp creative platform — positioning, architecture and a measurable success plan.

/03

Design & Build

Sprint cycles of design and engineering. You see working prototypes weekly, not decks.

/04

Launch & Grow

Ship, measure, iterate. We stay onboard to compound the results long after launch day.

Common questions.

React/Next.js, Node, Python, Flutter and native iOS/Android on the front; AWS, GCP, Kubernetes and Terraform in the cloud; and a serious AI practice covering RAG pipelines, fine-tuning and evals.

Yes — about a third of our engagements start as rescues. We begin with a technical and UX audit, stabilize the highest-risk areas first, then build a delivery roadmap you can see.

Always. Every build ships with an SLA-backed support option, and most clients keep us on for iteration sprints, experimentation and growth after the launch dust settles.

Related work.

View all →

Let's build something exceptional.

Tell us where you want to be in six months — we'll bring the strategy, the craft and the roadmap.

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