
AIXF runs thousands of Monte Carlo simulations ofreal world AI performance for your specific task.It hands you a clear GO / CONDITIONAL-GO / NO-GO verdict.No vendor hype. No guesswork.Just the numbers.
Free verdict in minutes · No card required
One AI use case, in plain English: who does the work today, what the tool costs, and how ready your organization is.
Your numbers are tested against measured real-world AI performance — where AI actually helps and where it hurts.
Go, Conditional-Go, or No-Go — with the probability of positive ROI, the chance of loss, and the exact adoption level you need to break even.
Answer the 5 minute intake and get your real verdict instantly: GO, CONDITIONAL-GO, or NO-GO, plus your probability of positive ROI. No card, no sign-up — 20,000 simulations.
Run the free assessment →The complete picture behind your verdict: median NPV with poor and strong cases, your payback month, the cost of doing nothing, the target cost that makes your plan a Go, viability frontier, scenario ladder, lever elasticities, risk register, vendor brief, a personalized 90 day plan, and a board-ready decision memo. Print-ready.
Start with the free assessment →See a full sample report (redacted) →Every figure in every AIXF report traces to a client input or measured real-world AI performance for the task. No invented multipliers, no vendor claims.
AI is the biggest capital allocation question on most boards' agendas — and the one with the least reliable data behind it.
Most AI initiatives stall or fail. The difference between winners and losers is almost never the model — it's whether the economics and the organization were ready. AIXF scores exactly that, up front.
Licenses, integration, consultants, and months of your team's attention. A free assessment that flags a NO-GO before you sign is the cheapest insurance there is.
Every pitch deck shows the best case. AIXF shows the full distribution — including the poor case and the probability of a material loss — so the board sees what the vendor won't show them.
A defensible verdict with probability of positive ROI, median NPV, and break-even adoption — every figure traceable to a client input or a published study. Board-ready, not blog-ready.
The AIXF team has spent decades running P&Ls, buying enterprise software, and sitting on both sides of the vendor table. We've watched the same movie too many times: a dazzling demo, an optimistic business case built on the vendor's numbers, and a write-off eighteen months later. The pattern isn't bad technology — it's decisions made on marketing claims instead of evidence.
So we built the tool we always wished we had. Every number in every AIXF report traces to either your own input or measured real-world AI performance — never a vendor claim, never our opinion dressed up as data. If the evidence says NO-GO, the report says NO-GO. That's the whole brand. It has cost us "exciting" headlines and earned us trust.
A redacted excerpt from a real full advisory report. Client identifiers and figures are blacked out.
Two steps. Run the assessment free and see your verdict. Unlock the full advisory report only if the verdict earns it.
Leave your details and an AIXF representative will walk you through how the framework applies to your use case.