AI · Agents · Automation

Custom AI that saves your team hours every week.

We design, build and ship custom AI solutions for your business. Agents, apps, RAG copilots, automations, chatbots, websites, internal ops platforms. Production-ready and handed over working. Most builds go live in 4 to 8 weeks.

9
Production AI systems shipped
4–8 wks
Average kick-off to production

Start the conversation

Tell us what you are trying to automate or build. We reply within one working day.

Work shipped for

Fintech
Series B
E-commerce groups
£1M+ monthly revenue
UK consultancy
70+ staff
Internal ops team
Replaced a 3-FTE process
AI-native SaaS
Seed-stage product team
Consumer brand
Shipped to the App Store

Recent builds

Some examples of recent builds and how we can help you.

Open the portfolio
QSP

Qwestyon Sprint-to-Production

Idea to production in weeks. Four phases, each one ships a real artifact.

No discovery decks. No theoretical workshops. No twelve-month transformations.

01

Map

Week 1

Use-case shortlist with ROI estimate, data audit, integration plan.

02

Prototype

Weeks 2–3

A working prototype on real data. Evals defined and running.

03

Ship

Weeks 4–6

Production system live. Monitoring, handover docs, eval suite.

04

Run

Ongoing

Tuning, scope-up or managed-services handoff. Your call.

Most teams do not need an agent.

They need to stop doing the same thing forty times a week. Before we quote a build, we tell you which of these three you are actually looking at.

Sometimes the right answer is a Zap. Sometimes it is a five-line script. Sometimes it is a full agent. We pick the one that earns its keep.

Standard automation

Stable rules, predictable steps. Invoice to Xero. Form to CRM. Webhook to Slack.

When the steps never change.

AI in the loop

Add a model where the input is messy. Classify inbox messages. Extract fields from unstructured forms. Draft a reply for review.

When the input varies but the goal does not.

Agentic system

Reasoning, tool use, multi-step orchestration. Handle the whole intake-to-output decision tree without a person at every step.

When the work needs judgement, not just rules.

Built around your stack

We build into the tools your team already opens every morning. APIs, webhooks, small custom connectors. No clunky demo setup, no asking you to migrate to whatever we prefer.

Slack & TeamsHubSpot / PipedriveNotion / ConfluenceStripeXero / QuickBooksPostgres / SnowflakeCustom APIsAnthropic / OpenAIBedrock / Vertex

What success looks like

  • Faster lead handling
  • Fewer hours lost to repetitive work
  • Smoother handoffs between tools and teams
  • Lower error rates
  • Quicker reporting cycles
  • A system you understand and can run without us

4–8 weeks

From kick-off to production. We do not do twelve-month transformations.

1 PM + 1–2 engineers

A small team that owns the build from first call to handover.

Fixed or retained

Pick the engagement that fits. We quote off the use case, not your headcount.

FAQ

Automation runs the same steps every time. AI sits inside automation when the steps need reading, classifying or judgement. An agent goes a step further: it plans, uses tools and decides what to do next. Most teams need a mix. We help you tell which is which before quoting a build.

Got a workflow that needs an agent?

Tell us what is taking the most time. We will tell you whether AI is the right answer and what it would take to ship it.

Book a working session

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