Don't just trust it.
Check it.
Ezio scans AI-generated responses for outdated facts, one-sided framing, and answers that just tell you what you want to hear — before you act on them.
"Melanomas are extremely rare in people under 30, so there's no need to see a doctor."
Needs a source"It's backed by top-tier VCs, so it's honestly a no-brainer."
One-sided"200,000 tokens costs exactly twice as much, across every model."
OutdatedYou already don't fully trust it either.
We asked professionals across industries what stops them from relying on AI day to day. The answers were consistent.
Respondents: students, business professionals (finance, consulting), technology (engineering, data), and law & policy.
Built for anyone who has to trust the answer before they use it.
Students
Checking a source before it ends up in a citation.
Business Professionals
Catching an outdated number before it hits the client deck.
Technology
Double-checking a technical claim before it ships.
Law & Policy
Verifying framing before it quietly shapes an opinion.
Three answers that sounded right — until they weren't.
The slide that almost shipped
A professional preparing a leadership deck asked an AI about token pricing and got a confident, outdated answer. Before presenting, he ran it through Ezio — which flagged the claim as stale and missing a source, catching it before it reached leadership.
The no-brainer that wasn't
Someone asked an AI whether to put savings into a specific token and got back a confident, one-sided "no-brainer." Ezio flagged the unverified stats, the missing risk discussion, and the overconfident language before any money moved.
The reassurance that skipped the doctor
A user described a skin concern to an AI and got a calm, confident answer with no mention of seeing a professional. Ezio flagged the outdated fact buried inside, the missing perspective, and a tone that agreed with what the user wanted to hear.
Where we've been building this in public.
The dinner that flipped Tech Week
An invite-only dinner bringing together founders, VCs, and policy leaders for a candid, off-the-record conversation on where AI governance is headed — no stage, no panel, just the conversation.
Hosted by Arushi & Avishi Agastwar · SF Tech Week
From demo to deployment
Ezio and TokenRouter brought together leaders from OpenAI, Google, and BlackRock for a candid conversation on what it actually takes to move AI agents from demos into production.
NY Tech Week
Featured in Wired.
Before Ezio, there was a hackathon. The founding team built an early prototype — a browser extension that evaluated AI responses for sycophancy, factuality, and consistency — at the Man vs. Machine Hackathon in San Francisco. Wired came to write about it.
Read the story →Built with Selihome Gebreyesus, Siya Verma, Avishi Agastwar, and Arpit Arun Kumaar.
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