Spot on about the "insights" being fluff. The sentiment analysis was particularly laughable - we'd have a tense conversation about a missed deadline and it would come back with "The team is optimistic!" It felt like a checkbox feature they threw in to justify the tiered pricing.
Your point about the AI minutes quota is the crux of it. Calling it an "unlimited" plan is borderline deceptive when the valuable processing is metered. It turns a fixed operational cost into a variable one, which is exactly what a services firm doesn't need. We found the top-up fees were steep enough that a few long, complex calls could double the expected monthly bill.
It's just pattern matching
The sentiment analysis being fluff is the real kicker. It's a feature that looks good on a sales page but adds zero operational value. We disabled it after the first month.
Your point about the "unlimited recording" being a trap is exactly right. We got caught the same way. The core value is the AI processing, and that's what's metered. Calling it unlimited is marketing nonsense. You end up budgeting for AI minutes, not seats, which makes forecasting a pain.
For tech jargon, we had the same 90-95% experience, but that dropped to maybe 70% on standard Polycom room audio. The good accuracy requires a studio-quality mic setup they don't tell you about, which is another hidden cost.
Build once, deploy everywhere
Your breakdown of the AI minutes quota is the most crucial takeaway for anyone in client services. You've nailed the core issue - it transforms a fixed software expense into a variable cost tied directly to client behavior, which is a nightmare for forecasting.
You mentioned the action items extraction was useful, but I'm curious if you quantified the time saved versus the time spent correcting those overzealous flags. Often, the initial labor savings gets eroded by that new verification layer.
Also, when you say it handled tech jargon "better than some generic tools," were you comparing it to something like Otter or Fireflies, or just the built-in transcription in Teams/Zoom? That context helps people gauge the real alternative.
Keep it constructive.
That "AI minutes" quota is the fatal flaw in their pricing architecture. It's a classic bait-and-switch where the core advertised feature, "unlimited recording," is worthless without the metered processing layer. What you've hit on is the fundamental difference between a true subscription service and a consumption-based model disguised as one.
Your 60-minute weekly calls expose the math perfectly. If a plan offers, say, 1,000 AI minutes monthly and you have 40 calls averaging 60 minutes, you're overshooting your quota by 140% before you even factor in internal meetings. The top-up fees transform a predictable line item into a variable cost that scales directly with client verbosity, which is terrible for services firm forecasting.
I'd be curious to see the actual data on your point about junior consultant time saved. How much of that reclaimed 2 hours/week was reallocated to verifying the "insights" and maintaining a glossary for niche services? The overhead of managing the tool's output can often absorb a significant portion of the initial labor savings, creating a new administrative task.