Insight · Yalla2x
How to evaluate an AI vendor in one afternoon
Stop grading the demo
A good demo proves a vendor can build a good demo. It does not prove the system survives a regulator, an outage, or a dispute. The quickest way to cut through is to ask questions a polished demo cannot answer, the way our CIO checklist frames them.
You are not looking for perfect answers. You are looking for whether the vendor has even thought about the hard parts, and whether they answer plainly or deflect.
The afternoon's questions
Work through these in order:
- Show me a decision your system got wrong, and how you detected it.
- Prove a decision made last month was not edited afterwards.
- Draw exactly what I would own versus rent, including the data and the keys.
- What happens to the system if the internet connection is cut?
- Who is accountable if a decision causes harm — in writing?
Read the manner, not just the matter
How a vendor answers is as telling as what they say. Honesty about limitations is a strong signal; a vendor who can describe what they have not yet proven is usually more trustworthy than one who claims everything works.
Vagueness on ownership, accountability or provability is the opposite signal. Those are not details to settle later; they are the decision.
Then run a small, real test
If the conversation holds up, follow it with one narrow pilot on a real decision you care about — not a sandbox. You will learn more from one genuine workflow than from months of feature comparison. If you would like our side of that conversation, book an afternoon with us.
Frequently asked
What is the quickest way to judge an AI vendor?
Ask them to show a decision their system got wrong and how they caught it, to prove a past decision was unaltered, and to draw exactly what you would own versus rent. How plainly they answer is as informative as the answers themselves.
Should I run a long proof-of-concept before buying AI?
A short structured conversation plus one narrow, real-workflow pilot usually tells you more than a months-long bake-off. Long evaluations tend to reward demo polish rather than production readiness.
What answer should make me walk away?
Vagueness about ownership, accountability, or how a past decision can be proven unaltered. Those are the core of the decision, not details to resolve after signing.