AI assistants & agents
Focused assistants for information retrieval, qualification, drafting and other tasks inside your workflows.

Business process automation for sales and operations in commerce companies. We combine rules, connected systems and AI where it is useful, with people in control.
Let’s talk about your businessAn incoming enquiry. A document to read. A follow-up waiting to happen. We find the points where AI can help your people and automation can carry the next step forward.
We connect these capabilities to the tools your company uses, with human review where judgement matters and a clear path for exceptions.
Focused on the parts of the business that need to work better.

Focused assistants for information retrieval, qualification, drafting and other tasks inside your workflows.
Connect lead routing, follow-up, customer context and handoffs between marketing and sales.
Move orders, documents, updates and routine actions between the systems that need them.
Set review points, permissions and fallback paths so the team knows what happens when a process needs a person.

We build for the working day: real inputs, real tools and the situations that do not follow the happy path. Each workflow has a purpose and someone responsible for it.
Look at repetition, effort, available data and the consequences of getting it wrong.
Try the workflow on representative inputs, including the cases that need escalation.
Introduce it to the team and use what happens in practice to refine how it works.
We examine the task, the data it needs and the level of judgement involved. Some steps benefit from AI; others are better served by straightforward automation or a person.
Yes. We can build review points before actions such as sending a message, confirming an order or updating a record. The boundaries are agreed around your process.
Yes. A focused workflow is often a practical starting point. It lets the team learn from real use before extending the system.
Automation connects repeatable steps using rules, such as moving an enquiry into CRM or creating a task. AI can help interpret variable text or information. Not every workflow needs AI; the approach depends on the task and the cost of errors.

Tell us what you want to change. We will work with you to find the right place to start.
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