AI Training Vendor Evaluation: 25 Questions to Ask Before You Sign
An AI training vendor evaluation checklist is worth more than a feature comparison, because feature lists go stale within a quarter and every vendor’s marketing site says roughly the same thing. The questions that actually separate platforms are about what happens to your content, where your data sits, what the renewal costs, and what the tool does when it does not know an answer. We publish this list including the questions that are uncomfortable for us to answer, and you should ask them of Vocaliv’s AI Course Builder as readily as of anyone else. Key Takeaways 🖥️ Sign In to Access Your Dashboard Content and Capability Question 5 is the one that matters most and the one most likely to get a vague reply. A system with no escalation path will answer confidently when it should hand over, and in compliance training that is not a minor flaw. Data, Security, and Jurisdiction Questions 8 and 9 need specific answers, not “the cloud”. GCC buyers with public sector or regulated clients frequently carry residency obligations that a US-only deployment cannot satisfy, and discovering that during legal review wastes a quarter. Language and Regional Fit Interface translation and genuine language support are different things, and most vendors answer question 15 when you have asked question 16. Test it live with a real question from your own material. 📄 Generate a Free PDF Sample Course in Your Cloned Voice Commercial Terms Question 21 is where budgets break. “Per active learner” and “per registered learner” can differ by a factor of three for a training provider running seasonal cohorts. Get the definition of “active” in the contract. Ask question 20 of any vendor who does not publish list pricing. Neither Docebo nor Sana Labs publishes standard pricing, so any comparison has to be built from your own quotes rather than third-party estimates. Implementation and Proof Question 25 separates vendors who have thought about outcomes from vendors who have thought about features. A platform that cannot name a metric it will move is asking you to define success for it after purchase. The Answers Worth Being Suspicious Of Vendor answer What it usually means “It is fully automated” Nobody is accountable for content accuracy “We support 40 languages” Interface translation, not learner support “Pricing is custom” Ask for the renewal escalator before anything else “Setup is instant” Your content is not generic, so it will not be “We are enterprise grade” Ask for the certification and its date “It never hallucinates” Untrue of every system, including ours For Reference, Our Own Answers Publishing a checklist while dodging it would be poor form, so briefly: Vocaliv is an operational layer rather than an LMS, so enrolment, records, and certification stay in your existing system. Course generation is roughly 80% automated with the instructor in the approval path. Arabic and English are supported natively with a right-to-left learner interface. Pricing is published: Growth Institute at AED 15,000 per month for up to 100 active learners, AED 30 per additional learner. Setup runs two to three days on your existing materials with about two hours of your team’s time. On the uncomfortable ones: it is not plug-and-play, generated content requires review before it reaches learners, and no AI system including ours is free of error, which is why the escalation path and the approval step exist. For a provider running two 40-learner cohorts, the metrics we are willing to be held to: Metric Before After Instructor support hours per week 20 6 Questions handled without instructor 0% 70%+ Learner confusion rate Unmeasured Under 15%, tracked Completion, 12-week programme 45% 60%+ Ask any vendor, including us, to evidence equivalents on your own cohorts during a trial rather than accepting benchmark figures. Frequently Asked Questions If a vendor will not answer question 5 or question 20 in writing, you have learned most of what the evaluation was going to tell you. 👉 Book a Live Platform Demo with an EdTech Expert