Evaluation

Approach: Thirty years spent judging whether a design, interface, or piece of instructional content actually works — for the person on the other end of it — translates directly into evaluating AI systems. Tintenbureau offers contract evaluation and red-teaming work, with particular strength where visual, design, and instructional judgment are being tested.

This work is precise, structured, and grounded in real-world use — not theoretical correctness.

Types of Evaluation

• AI red-teaming and adversarial testing
• Visual and design quality assessment
• Instructional content review
• Response quality and consistency evaluation