Start with the work.
An agent is useful when a task needs interpretation across several steps. A fixed workflow is often sufficient when the rules and sequence are already known.
SERVICE
AI Agent Development
Build assistants and agents for defined business tasks, with approved data, limited permissions and a human review path.
Know when to use it.
Founders and teams with repeat research, document handling, support triage or internal knowledge work.
Bring the useful details.
Example tasks, approved sources, access boundaries, review rules and the person responsible for operation.
WHAT CHANGES
Focus on the parts that should improve.
These are the main result areas for this work. The final scope depends on the current process, systems, people and constraints.
Task and permission design
Defined against the business need and reviewed as part of the delivery.
Knowledge and system connections
Defined against the business need and reviewed as part of the delivery.
Evaluation and human review
Defined against the business need and reviewed as part of the delivery.
Monitoring and handover
Defined against the business need and reviewed as part of the delivery.
OUR APPROACH
How the work moves from idea to implementation.
The exact delivery changes by project, but the sequence stays practical: understand the work, build the right thing and improve it after real use.
Scope
Select one task, its source material and the actions the agent may take.
Build
Connect approved information and tools. Require approval for consequential actions.
Test
Check normal cases, missing information, misleading instructions and failed tool calls before controlled use.
When this makes sense.
The task has a measurable output, an owner and information the business is authorised to use.
Useful starting information.
Example tasks, approved sources, access boundaries, review rules and the person responsible for operation.
RELATED WORK
Prepare, compare or test the next step.
Use these related Martzine tools and resources to define the work before a project starts or verify part of the decision.
DISCUSS THE WORK
Tell us what you need to build or improve.
Share the current setup, the result you need and your timing. We can use that context to clarify the scope and next step. Email info@martzine.com or send a service enquiry.