/ Technology / 09

AI agents & automation

We find the repetitive work where AI genuinely helps and build agents that handle it — qualifying leads, answering customers, processing documents — inside clear rules and with human oversight.

/ The challenge

Your team spends hours on the same tasks every day: sorting enquiries, extracting data from documents, answering the same questions, copying information between inboxes and systems. It is necessary work, but it does not need a person every time — and while people do it, slower and more valuable work waits.

/ What we do

Inside this service

Process audit

We identify which tasks suit AI, which suit simple automation and which should stay with people.

Sales & support agents

Lead qualification and customer replies around the clock, with handover to your team when needed.

Document agents

Extraction, validation and classification of invoices, contracts, applications and forms.

Internal knowledge assistants

Assistants grounded in your own documents and policies (RAG), with sources shown.

Connections to your systems

Agents linked to CRM, email, messengers and internal APIs so they act, not just answer.

Quality control & human in the loop

Logging, review queues and approval steps for decisions that matter.

Data security & GDPR

Data minimisation, access controls and provider choices that match your compliance needs.

Monitoring & improvement

Ongoing evaluation of answers and refinement of prompts and rules.

/ How we work

Four steps, in this order

/ 01

Audit & use-case selection

We review processes and pick one use case with clear value and manageable risk.

/ 02

Pilot

A working agent on real data in a limited scope, measured against the current way of working.

/ 03

Integration & rollout

Connection to your systems, review flows for staff and a gradual increase in scope.

/ 04

Monitor & extend

Quality monitoring, regular reviews and the next use cases once the first one proves itself.

/ Channels & tools

  • / OpenAI
  • / Anthropic Claude
  • / LangChain
  • / LlamaIndex
  • / pgvector
  • / Pinecone
  • / n8n
  • / Make
  • / Python

/ What you get

  • Hours of routine work removed from the team
  • Faster responses to customers and leads
  • Consistent handling of documents and requests
  • Clear logs of what the agent did and why
  • A foundation for further AI use cases

/ FAQ

Questions about this service

We choose providers and settings that do not train on your data, limit what the agent can access, keep logs, and document the data flow for your GDPR records.

Client work under NDA

Our client engagements are protected by non-disclosure agreements, so we do not publish names, logos or case studies. On a private call we discuss relevant experience, approaches and outcomes in anonymised form.

Every engagement starts with understanding your business

Tell us where you want to grow. We will tell you honestly what it takes and whether we are the right partner for it.