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Diagnostics & calculators

One tool per rank.
Every answer in two minutes.

Offline AI gets bought four times in the same organisation: an engineer proves it fits, a manager proves it pays, a director proves the risk, a board proves the resilience. Each tool below produces the number that moves your level of the conversation — free, no signup, and everything computes in your browser. Nothing you enter leaves this page, which you'll notice is also our product philosophy.

LEVEL 01 // ENGINEER · PRACTITIONER

Hardware Sizing Calculator

Pick a model class, quantisation, context window and environment — get the VRAM requirement, the hardware class that fits, indicative tokens/second and the power draw. The feasibility answer that starts every internal pitch.

you getVRAM · hardware class · tok/s · watts
takes~60 seconds
use it toprove it fits

SIZE YOUR BUILD →

LEVEL 02 // MANAGER · BUDGET HOLDER

Cloud vs Local Cost Calculator

Enter your token volumes, API rate and electricity tariff — get annual cloud spend, appliance cost, the break-even month and three-year savings. The slide your finance review actually wants.

you getbreak-even month · 3-yr TCO · savings
takes~90 seconds
use it toprove it pays

RUN THE NUMBERS →

LEVEL 03 // DIRECTOR · CISO · RISK

AI Data Exposure Diagnostic

Eight questions about how AI is actually used in your organisation — get an exposure grade, the specific flags raised, and the actions that close them. The audit your risk register hasn't run yet.

you getexposure grade · flags · actions
takes~2 minutes
use it toprove the risk

RUN THE DIAGNOSTIC →

LEVEL 04 // BOARD · EXECUTIVE

AI Resilience Diagnostic

Eight governance statements, answered honestly — get an AI Resilience Score from FRAGILE to SOVEREIGN, plus the questions worth tabling at the next board meeting. Built by a certified chair, for chairs.

you getresilience score · board questions
takes~2 minutes
use it toprove the gap

ASSESS THE BOARD →

Why these are free

Because they do our qualifying for us. If the hardware doesn't fit, the maths doesn't pay, and the risk doesn't register — we'd rather you knew before either of us spent an hour. When a result surprises you, that's the moment to email it over.

Got your number?

Send the result. We'll send the plan.

Every tool has an "email my results" button — it opens a pre-filled message to us with your figures. Reply lands within 24 hours.

DEPLOY@AIOD.APP →