Best buyer

• CTO

• AI product founder

• Head of AI

• Product manager

• Engineering lead

• Company evaluating an AI assistant or agent

Client’s single question

Why is our AI system producing these incorrect or unreliable responses?

Maximum client input

The client must provide:

• A description of the use case: maximum 500 words

• Exactly five problematic AI inputs and outputs

• The expected behavior for each example

• The model or system name

• Up to three screenshots

• No codebase, API access, recordings, or lengthy documentation

The total written material cannot exceed 2,500 words.

Exact deliverables

1. AI Failure Diagnosis Memo

A two-page PDF containing:

• Classification of each of the five failures

• Probable cause of each failure

• Severity: critical, high, moderate, or low

• Whether the problem appears to involve:

  • Prompt or instruction design

  • Missing context

  • Quantitative reasoning

  • Logical consistency

  • Retrieval failure

  • Tool-use failure

  • Model limitation

  • Output-validation failure

• Recommended next action for each failure

• The single highest-priority corrective action

2. Five confirmation tests

One additional test for each identified failure, delivered in XLSX or DOCX format:

• Test input

• Expected behavior

• Failure condition

• Why the test is useful

3. Debrief

A 30-minute video call covering:

• Main diagnosis

• Highest-risk failure

• Recommended next step

• Whether a larger evaluation is justified

Explicit exclusions

• No system access

• No source-code review

• No independent execution of the model

• No prompt rewriting beyond short examples

• No complete benchmark

• No remediation implementation

• No evaluation of additional examples during the debrief

• No regulatory or security assessment

Pricing

• 1,500 USD (delivery within 7 days)
• 2,500 USD (delivery within 5 days)
• 3,500 USD (delivery within 3 days)

Contact

To initiate the purchase or ask questions, please contact me.