When this helps
Documents and enquiries are processed manually
You want to test AI on a real workflow
What the work includes
Workflow and success criteria
Data source and permission review
Integrations with approved systems
Spending limits and action logs
Failure checks, documentation and handover
From brief to delivery
01 · Discuss
We clarify your goal, constraints and materials.
02 · Agree
We confirm scope, timing and price.
03 · Deliver
We review the result and test workflows.
04 · Hand over
You receive files, access and documentation.
Understand the essentials
Before we start
What is a good first task?
Choose a repeated workflow with clear inputs and outputs: enquiry classification, instruction search or preparing a CRM record. Start with a bounded pilot.
Who controls the agent’s actions?
We agree permissions, tools and limits with you. Consequential actions can require human approval. The workflow needs an action log and a clear way to stop it.
Are there recurring costs?
Models, infrastructure and third-party services may have recurring costs. We separate them from implementation and set limits. If ordinary automation can solve the task, we will suggest it.