Do you replace our team with AI?
No. We design systems that remove repetitive work and keep people responsible for decisions, approvals, and sensitive outputs.
Arup service / AI & workflow automation
AI workflow automation with a human being still in the loop.
Automation should remove friction without hiding risk. We map the work, choose the right level of SaaS, automation, AI, or custom software, and put review points around the parts that need judgment.
For teams with repetitive operations, content review, support, reporting, or knowledge work that is slow, expensive, or spread across too many tools.
Talk about ai & workflow automation
Content Studio · AI marketing OSSelected work
What you get
Useful work, clearly shipped.
- Workflow design — where AI fits, where it doesn't, honest scope
- Custom agents or GPTs with proper guardrails and human review gates
- RAG over your own docs — not another chatbot with a system prompt
- n8n / Zapier / custom orchestration wired to real business events
- Monitoring and iteration — we watch outputs and tune the prompts
Questions founders ask
Before we start.
Can you connect AI to our existing tools?
Often, yes. We assess the systems already in use and choose existing SaaS, automation, or custom integration based on the real workflow.
Where should we start?
Start with one repetitive or costly workflow. We can map the current process and recommend the smallest sensible next step.
Keep exploring
One team, more than one lever.
Tell us what needs to move.
Bring the messy version. A rough idea, an underperforming campaign, a spreadsheet that became a product, or a stack that stopped talking to itself.
The first conversation is free. No pitch deck and no account-manager handoff.