AI agent R&D & application
AI agent R&D & application
Understand an agent application through a specific task: who uses it, what information it needs, how far it acts, and where a person must decide.
01 / CONTEXT
Start with a specific question.
These are illustrative enquiry contexts, not completed client projects.
Information retrieval
When information is spread across sources, define access, search scope and the evidence behind an answer.
Repeated tasks and human review
Break a repeated task into steps, distinguishing assistance from actions that require approval.
02 / PREPARATION
A useful starting point for an enquiry.
Task and users
Explain the current process, intended users and the step you want to improve.
Information and systems
List relevant systems and information types. Private data is not needed for an initial enquiry.
Outputs and review
Describe the intended output, acceptable errors and what requires human review.
03 / SCOPE
Scope and company
The scope of research, prototyping or implementation, together with integration, deployment, testing and support, must be agreed during project assessment.
Hong KongPHICER LIMITEDWhat to clarify before working together04 / QUESTIONS
Common questions
Can I buy an existing product?
This page describes a business area rather than a product catalogue. Share your requirements to establish whether a product or project approach is available.
Do I need to provide all my data?
No. Start with data types, systems and usage constraints. How to provide materials can be discussed after the scope is clear.