Work area · content and marketing operations
AI content automation, with a person approving every step.
Producing content on a schedule means the same manual cycle every week: research, drafting, approvals, and production. We automate the repetitive steps so your team spends its time on the creative decisions, and nothing is published without sign-off.
Repetitive work this removes
- Daily topic research and trend tracking
- Writing first drafts from scratch
- Moving drafts, files, and status updates between tools
- Starting renders and exports by hand
What we build
- Research agents that find and score topics, with sources
- Drafting agents that write in your brand voice
- Approval workspaces where people edit and sign off
- Automatic rendering and publishing queues
Why it is multi-agent
Research, drafting, approval, and production need different skills, so this is one of the processes where several coordinated agents make sense. Read more about when multi-agent systems are the right choice, and when they are not.
Case studies
Questions
What is a multi-agent system, and when do I need one?
Most processes need one well-built AI system. When a process has several distinct stages that need different skills, for example researching, drafting, checking, and approving, we use several specialised agents coordinated by an orchestrator. We use that design only when the process needs it, because simpler systems cost less to run and are easier to maintain.
Will AI replace my team?
No. We target the repetitive, time-consuming tasks that fill people’s days: copying data between systems, chasing documents, answering the same questions, compiling reports. Your team keeps the work that needs judgement, relationships, and exceptions, and every system we build has checkpoints where a person approves or takes over.
Tell us where time goes today. We’ll show you what we’d automate first.
