Embedded Agents Built Into Your Business
A multi-agent system specialised in working together inside your processes, fine-tuned on your data and deployed to production.
Same engineering discipline, different shape — depending on where the agent sits in the business.
Where Embedded Agents Create Leverage

01
Built for a role.
Embedded in the workflow of a specific function. Lifts throughput where the work is high-volume and judgement-heavy.
02
Built for a domain.
Multi-agent systems shaped by the rules, data and compliance of one industry. Sit inside the client’s stack.
03
Built for a process.
Agents that sit in the gaps between systems and take over the manual handoffs no one owns, connecting to the client’s existing stack.
Built Around Your Data, Processes, and Stack
Embedded agents are not generic assistants placed on top of the business. They are shaped around the role, domain, or process they support, fine-tuned on your data, connected to your existing stack, and deployed into production.
This can take the shape of:

- Internal workflow agents (BA, PM, QA)
- Customer-facing service agents
- Decision-support agents
- Orchestrated multi-agent pipelines
*design note: if possible, make the bullet point list as checkpoints (white text, dark background, green checkpoint marks)
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