AI agents
Agents that research, take actions in your tools and hand off to humans when it matters.
AI solutions & automation
Ngage Studios is an AI development company building practical AI for UK, US, European and Australian businesses — agents, assistants, automation and LLM features that save time, delight customers and pay for themselves.
What we build
No hype, no science projects — AI that fits your workflows and your data.
Agents that research, take actions in your tools and hand off to humans when it matters.
Support assistants grounded in your help centre and order data, with escalation and quality checks.
Ask-anything assistants over your documents, policies and product data — with sources cited.
Automate data entry, reporting, triage and content operations across your systems.
Chat, summarisation, search and generation built into your app, with evaluation and guardrails.
On-brand AI content pipelines and virtual brand ambassadors for social and commerce.
Why Ngage for AI
As an AI development company, we measure success in hours saved and revenue earned.
Most AI projects fail not because the models are weak, but because they are bolted on without a clear use case, good data or a plan for quality. We start from the business problem, prove value quickly, then engineer AI into your products and processes properly.
We work with Claude, GPT, Gemini and open-weight models, and choose per use case based on quality, speed, cost and data-residency requirements — including UK and EU hosting where needed.
Every AI feature ships with an evaluation set, monitoring and human-in-the-loop controls, so you know how it performs and can improve it over time.
Who we work with
Our AI development follows proven patterns for building effective agents, connects models to your systems through standards such as the Model Context Protocol, and is tested against the OWASP Top 10 for LLM applications.

From a first proof of concept to AI features used by thousands of customers, our AI development process keeps quality measurable, costs predictable and people in control.
Tech stack
How we work
Start small, prove value in weeks, then scale what works.
Use-case workshop, data review and ROI estimate.
Working prototype with real data and an evaluation set.
Pilot with real users, guardrails and monitoring.
Integrations, hardening and team training.
Continuous evaluation, model updates and new use cases.
FAQ
Anything else? Ask us on a free, no-pressure discovery call.
Start with a high-volume, repetitive task where good-enough answers are valuable — support triage, product content, internal knowledge search. We run a short discovery to find your best first use case.
We design for privacy from the start: enterprise model endpoints that do not train on your data, regional hosting where required, access controls and audit logs.
Whichever fits best. We regularly benchmark Claude, GPT, Gemini and open-weight models for each use case and design systems so models can be swapped as the market moves.
We ground answers in your data with retrieval, require citations, test against evaluation sets and route uncertain cases to a human.
Yes — we add AI features to Magento, WordPress, Laravel and custom apps, often without replacing anything.
Yes — most of our clients are in the UK, US, Europe and Australia. We plan overlap hours around your time zone, run calls at times that suit you, and keep everything visible in a shared project board, Slack channel and weekly written update.
Guides & insights
Ready when you are
Book a free AI discovery session and leave with three practical use cases for your business.