01
Trigger
A new enquiry, booking, payment, email, or document arrives.
AI automation review
Which repeatable job is taking time from your team every week?
We identify the workflow, the right approval points, and whether automation is a sensible first step—before anyone builds an AI agent.
Where it starts
The work is repeatable. The process is not.
Automation is worth reviewing when the work happens often, follows a recognizable pattern, and still needs a person to decide.
- Enquiry replies
- Booking reminders
- Lead follow-up
- Customer support
- Weekly reports
- Document handling
- Hand-offs between tools
A simple flow
A useful automation has a person in it.
The goal is not to remove judgement. It is to remove the repetitive work around it.
02
Draft or classify
AI prepares a grounded draft or classifies the request against your rules.
03
Human approval
A named person reviews the output before anything is sent or changed.
04
System update
The CRM, inbox, sheet, or operations tool is updated in the agreed format.
The first release may be a narrow pilot: one workflow, one team, one approval rule, and a clear measure of whether it is helping.
What we assess
The workflow before the tool.
We do not start with a model or a stack. We start with the work, the people, and the failure points.
- Volume and frequency of the work
- The current process, step by step
- The data and knowledge required
- The systems it touches
- Who must approve the result
- Risk, permissions, and failure handling
- The expected value of the first release
Proof
AI with a human review step.
Dalruz keeps each client’s email and social conversations in an isolated workspace, prepares a grounded reply, and lets the owner decide what can be sent automatically.
What this is not
It is not a chatbot demo, and it is not a promise to replace staff. It is a narrower promise: remove repeat work, keep a person in control, and measure whether the workflow improves.
The next step
Review. Decide. Scope.
The review tells you whether automation is worth doing, and what the smallest useful first release should cover.
01
Review
We map the workflow, the volume, the tools, and the approval points.
02
Discovery call
We walk through whether automation is sensible, and what the first release should do.
03
Written recommendation
If it is a fit, you receive a scope, boundary, timeline, and investment.
Automation review
Tell us which process is eating the week.
Describe the workflow, the tools, and who approves the result. We will tell you whether automation is sensible before anyone builds an agent.
This is not a chatbot demo, and it is not a promise to replace staff.