VisiCore AI — Extending X10
X10 Dividend

X10 Dividend

The savings product. An automated scan surfaces the savings in your data, shows them in dollars, captures them, and keeps them.

Observability and security data costs keep climbing. Data grows faster than budgets, and budget owners rarely get an answer in dollars. X10 Dividend gives them that answer. It surfaces the data that earns its keep, right-sizes the rest, and turns the difference into money back. Your data pays you back.

The pitch in one line

Stop guessing where the savings are.

An automated scan audits your entire architecture

And proves the savings in dollars.

The same input gives the same output, with no AI involved. Here is a real finding: one source type was using 25% of indexer CPU. The scan surfaces spend like that. It only shows up once someone measures it in dollars.

The three stages

Start with the calculator

The Savings Calculator

Pricing

The assessment costs 25% of the savings we deliver each year. The customer only pays when they save. No savings, no fee. That sells itself. The Monitor subscription then keeps the savings coming, quarter after quarter.

Why it clears security review

The core scan runs the same way every time — the same processors, with no AI in the path. So there is nothing for a customer's AI-governance team to approve. Sanitization strips PII, secrets, and hostnames first, before any optional AI step. Vizzy helps draft the write-up, but only under an engineer's review. This makes the assessment the easiest first project for a compliance-bound enterprise. That is why it leads.

Why it's the right entry point

Low trust barrier

We read a sanitized diagnostic file. We never touch production.

Aligned commitment

The fee is a slice of measured savings. It approves itself.

Existing expertise

The consulting work VisiCore already does well. We cut it from about 40 hours to about 4 hours of expert review.

Top of funnel

A finished assessment is the best lead-in to remediation and a subscription.

Prove before expanding

Three paid assessments

Same offer, same pricing, three different warm clients.

Conversion rate

How many assessment clients buy remediation or a subscription.

Real COGS

The true cost: engineer review time, false positives, and support load.

Repeat extraction

Which workflows repeat closely enough to turn into a product.

The worklist tracks the ladder: calculator, diag processors, assessment MVP, first paid engagement.

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