AI infrastructure economics · tools, not opinions

Your AI bill is the new cloud bill. We build the tools that decide what to do about it.

Formula-live calculators, audits, and decision kits for CTOs, CFOs, and platform teams. Enter your real numbers; get break-even months, pass/fail verdicts, and 90-day plans. No sales calls. No consultants. Files you own.

See the toolkits
$270k+
annual cost of a single 8×GPU cloud instance
83%
of enterprises considering or already repatriating workloads
4–6 mo
typical break-even for owned hardware on sustained inference
60–70%
the cloud-vs-owned threshold where analysts say: evaluate
The toolkits

Decision tools that compute their own answers

Every kit is formula-live and fully editable — the math is the credibility. Instant download, single-company license, 14-day refunds.

How every kit works

Your numbers in. A decision out.

01

Pull your bills

Cloud invoices, hardware quotes, provider usage dashboards. Twenty minutes of email, not a discovery workshop.

02

Fill the blue cells

Every input is yours to change. Break-evens, crossover months, and verdicts compute instantly — no locked cells.

03

Walk the audit

Each kit ships a checklist that converts findings into a ranked, owned, dated plan you can put in front of a board.

"The companies that check the math first keep the difference. The ones that don't are renting what they should own."
— the premise behind every Smart AI Scan tool
Questions

FAQ

Who are these for?

CTOs, CIOs, CFOs, FinOps and platform teams at companies spending $5k+/month on AI — and consultants who need a credible client deliverable they can adapt internally.

Do the calculators work in Google Sheets?

Yes. Import the .xlsx and the formulas carry over. Numbers (Mac) works too.

Is this financial advice?

No — decision-support models with transparent, editable assumptions. Big infrastructure moves deserve a workload-level audit; these tell you whether that audit is worth commissioning.

What's the license?

Single-company internal use. Adapt freely inside your organization; redistribution or resale is prohibited.

Refunds?

14 days, no questions asked, on every product.