01 / DEVELOPMENT

Coding tools & agents

For developers evaluating AI coding tools or changing an existing integration configuration.

Questions to answer first

  • Which tool and version do you use?
  • Which API format and authentication method does the client require?
  • Does the workload rely on streaming, tool calls or long-running tasks?

Prepare a redacted configuration outline and a minimal example of the issue.

02 / APPLICATIONS

Products & business applications

For knowledge assistants, content workflows and other products that need a defined evaluation scope.

Questions to answer first

  • What are the inputs and expected outputs?
  • How will you judge whether results meet business requirements?
  • What are the expected traffic, latency and cost constraints?

Prepare anonymized samples and acceptance criteria.

03 / ENTERPRISE

Enterprise & technical teams

For aligning engineering, business and procurement around a shared set of requirements.

Questions to answer first

  • How many teams and applications are involved?
  • What concurrency, data-handling and service requirements matter?
  • Which purchasing, invoicing or contract terms need to be confirmed?

Create a requirements brief before confirming any specific service.

LET’S BUILD WITH AI

Define the requirements before the solution.

Bring your model, tool and workload requirements to the discussion.

Prepare a brief