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.
MORE DETAIL
Practical context for the work.
The structured sections above give the quick path. The existing Martzine content below keeps the longer explanation and supporting links available for people who need more detail.
What this service covers
Build assistants and agents for defined business tasks, with approved data, limited permissions and a human review path.
Start with the business need
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.
Founders and teams with repeat research, document handling, support triage or internal knowledge work.
What the work can improve
- Task and permission design
- Knowledge and system connections
- Evaluation and human review
- Monitoring and handover
How Martzine approaches it
01 Scope
Select one task, its source material and the actions the agent may take.
02 Build
Connect approved information and tools. Require approval for consequential actions.
03 Test
Check normal cases, missing information, misleading instructions and failed tool calls before controlled use.
When this is a good fit
The task has a measurable output, an owner and information the business is authorised to use.
What we need from you
Example tasks, approved sources, access boundaries, review rules and the person responsible for operation.
Questions worth answering early
- Which outcome should improve for AI Agent Development?
- What source evidence and access are available?
- Which scope, budget or delivery constraint cannot move?
- Who approves the result and owns the next step?
Related Martzine work
Relevant Martzine tools and resources can help prepare the work. Make Knowledge Work Easier to Review · Use an Assistant for Approved Business Knowledge · Automation & Workflows.
Scope and expectations
AI Agent Development can vary by workflow, systems, access, data quality and the amount of change required. Where the requirements are not stable, discovery is used before implementation and the exact deliverables are agreed before the work starts.
Talk about the project
Share the business problem, current process, desired outcome and known constraints through Martzine contact. The first useful conversation is about the work, not a pre-selected software stack.
START SOMETHING
Need something specific?
Do not force the problem into a preset service. Tell us what you need and we can start from the work itself.
Request a Service
Tell us what needs to be done and where the work is today.
Request a ServiceRequest a Solution
Start with the business problem when the right path is not obvious yet.
Request a SolutionStart an Application Project
Share the workflow, users and first-release requirement for a custom system.
Start an Application ProjectSuggest an Idea
Have a product, tool, calculator or workflow idea? Put it in front of us.
Suggest an Idea