AI Integration & Automation
We integrate large language models, AI agents, retrieval-augmented generation and workflow automation into the systems you already use. The goal is simple: AI that runs inside real processes and moves a measurable number.
Outcomes we target
- Hours of manual work removed every week
- Faster response and cycle times
- Lower cost-to-serve
- Consistent, auditable AI-assisted decisions
Who is this for?
Companies that have identified an AI use case and need a team to build it properly, whether that is a customer-support assistant, an internal knowledge search, document processing or an automated decision workflow.
What do we integrate?
- Large language models from leading providers, selected for cost, quality and data-residency needs.
- AI agents that take actions across your tools with human approval where it matters.
- Retrieval-augmented generation (RAG) over your documents, tickets and knowledge bases.
- Workflow automation with n8n, APIs and webhooks connecting CRMs, ERPs, e-commerce platforms and messaging tools.
How do you make sure AI is reliable in production?
Every integration includes evaluation datasets, guardrails, logging and cost monitoring. We design fallbacks so a model failure never blocks a business process, and we keep humans in the loop for high-stakes decisions.
What does a typical project look like?
For an e-commerce client we built an automated inventory replenishment system that pulls weekly sales from Amazon MWS and live stock from the Borderless API, calculates reorder quantities, and routes approvals to managers and suppliers over email and Slack. The result: no more manual stock checks and fewer stock-outs.
How long does it take?
Focused automations are often live in two to six weeks. Larger AI features follow a pilot-first approach so you see working software early.
Related work.

- E-Commerce
- Supply Chain
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- SaaS
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Common questions.
Which AI models do you work with?
We work with the major commercial and open-source models and choose based on accuracy, latency, cost and where your data must stay.
Is our data safe?
We design for data minimisation, use enterprise API terms that exclude training on your data, and can deploy within your own cloud when required.
Can you automate workflows without AI?
Yes. Many wins come from plain automation. We add AI only where it improves the outcome.
Do you provide support after launch?
Yes. We offer monitoring, improvements and support through hourly blocks or a monthly retainer.
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Ready to make AI pay off?
A 30-minute call with our founder. No slides, no pressure. Just a clear view of where AI fits your business.