An agent suitability decision
A comparison of an agent, a predictable workflow and a simpler assistant for the proposed task.
Agent architecture and evaluation
Decide what an AI agent should be allowed to do.
Assess whether an agent fits the task, then define its tools, decision boundaries and route back to a person.
The scope
What this work gives you.
A permission model
The records the agent may read, actions it may prepare and decisions that require approval.
An evaluation plan
Representative tasks, failure cases, stopping conditions and the evidence required before deployment.
Illustrative workflow
Design a research-to-draft assistant
An internal agent could gather approved documents, identify missing information and prepare a summary. The design specifies which sources count, how the output points back to them and when the agent must ask for help. Sending a message or changing a record is a separate permission, not an automatic consequence of being able to read it.
Getting started
Bring the work into the conversation.
Bring a few representative tasks, the systems they touch and a list of actions your team must approve. Include an example that should make the agent stop.
The free 30-minute AI audit is an introductory call. Any detailed assessment, build or support engagement is scoped and quoted separately.
Explore the software catalogue
Common questions
Answers before we start.
When is an AI agent useful?
An agent can be useful when the next step depends on information it retrieves. If the steps are stable and predictable, a conventional workflow may be easier to test and maintain.
Does agentic AI mean fully autonomous?
No. We define autonomy per action. An agent can gather information and prepare work while a person retains permission to send, approve or change important records.
Related work
Find the right next step.
Start with one conversation
Bring one workflow. Explore the next step.
A free 30-minute call to understand the work, the systems involved and what needs a closer look. Detailed assessment and implementation are quoted separately.