# Rachel Tompkins, Director of Learning & Development at Vantara Systems — read of Learning Analytics AI, May 11, 2026

> 9 years in L&D, currently managing onboarding programs and a growing professional certification track for a 400-person B2B SaaS company. We run training on Workday Learning. The analytics are a disaster.

## How I got here

Googled "LMS analytics engagement tracking" at around 9:30 Tuesday morning because our VP of Sales is asking me why reps who complete our certification modules aren't converting at a higher rate, and I have zero data to answer that. Third result was a blog post that linked here. I had my cold brew. I clicked.

## What I clicked first

The hero pulled me in: "See Every Student's Potential. Real-time analytics that turn learning data into actionable insights." That framing is close enough to what I'd write for a pitch deck that I kept reading. "Identify struggles and intervene before students fall behind" is exactly the problem I'm trying to solve, except replace "students" with "new sales reps." Promising.

Then I hit the testimonials. Sarah Chen is a principal at a high school. Marcus Davis is a director of instruction at Metro Public Schools. Fine. But then I scrolled down and found this: "Who this is NOT for: K-12 institutional, accredited universities." So the two people quoted on the page are explicitly not your customer. That is a weird choice.

## Where I paused

The "Honest disclosure" block stopped me cold:

> "we don't have live customers on this idea yet. We shipped the strategy package; you ship the customer conversations."

I read that three times. So this is not a product. This is a product idea. The pricing table with "$299/mo" and "Start Free Trial" buttons is for a product that does not exist. And underneath that, there is a separate pricing section where you can "Unlock the dossier" for $5 or "Adopt the build" for $99 to $199. The $299/mo pricing is... aspirational? It's what you'd charge if you built this?

I appreciate the honesty but the page is genuinely confusing because it presents both simultaneously. I had to reread it twice to understand the business model is "we score product ideas and sell starter kits," not "we built analytics software and are selling subscriptions."

## What I distrusted

The testimonials. If Sarah Chen and Marcus Davis are fictional or illustrative, say so. If they're real, they contradict your own ICP statement. Either way, something is off. I notice neither has a school district linked, no school website, no last name I could search. That's a pattern I recognize from AI-generated social proof.

Also: "AI processes student data instantly" as a description of step 2 in your three-step flow tells me nothing about what the AI is doing. That sentence exists in every edtech deck I've seen for the past four years.

The Fermi math showing $-33,823 year-one take-home and 1-in-8 odds of meaningful success is honest and I respect it, but it's also sitting right next to a "Start Free Trial" button, which is jarring. Pick a lane. Are you selling a product or an idea? The page is trying to do both and succeeds at neither cleanly.

## What would convince me

One real operator who built on this, with a real company name, a LinkedIn I can click, and a specific number that didn't come from a testimonial template. "12 at-risk students" is the right format. The name and school just need to be verifiable.

Also: show me the dashboard. One actual screenshot. Not a gradient card with an icon. I want to see what the engagement score looks like on a real learner's record, because that is the thing I would actually use every day and I cannot evaluate it from the copy.

## What I'd ask in an email reply

1. The page says the product connects to "your existing SIS or LMS in minutes" -- what integrations are actually built right now vs. planned? Because Workday Learning's API is not something I'd describe as easy to connect to.

2. Is there a working demo environment I can log into with sample data, separate from the free trial? I want to poke around before I commit to an onboarding call.

3. The "Adopt the build" tier at $99 to $199 seems to be for someone who wants to launch this as their own product, not subscribe to it. Am I misreading the business model, or are you actually selling me a starter kit to build a competitor to you?

## Verdict: on-the-fence

The underlying pain is real and the pricing math is transparent in a way I genuinely haven't seen before. But I can't tell if I'm evaluating a product or a business idea, and that confusion is a problem the page needs to solve before I'm booking a demo.

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*Memo by skeptic persona, generated 2026-05-11. Studio breaks own self-grading loop.*