Guardium

Guardium watches the request lifecycle for the difference between a real user, an automated attacker, and a real account being abused. It's tuned to catch all three without challenging the people you actually want to serve.

We surface a clean read on each request — how confident we are that it came from a person, how unusual the behavior is for the account it claims to be, and the small handful of inputs that shaped the answer. The decision is yours.

• Automation. Headless tools that pretend to be browsers, scripts running someone else's password list, and distributed bots that have learned to look just human enough to slip the obvious checks.
• Account takeover. The credentials are real and the browser is real, but the person isn't. Different country, different hours, different rhythm than the account's been showing for months.
• Pattern abuse. One signature replicated across what's meant to look like thousands of separate users — too consistent in the places real people aren't.

Three places it can sit, depending on what you're protecting and how much you want to change.

• At the edge. Between your DNS and your origin, deciding before requests ever reach your servers.
• At a form. A small client-side piece on the page that matters, paired with a single call from your backend at submit.
• At an API. A token your mobile app or SPA carries; a check from your backend before honoring anything sensitive.

Whichever surface you use, the logic on what to do with the answer lives on your side. Guardium doesn't make policy.

Most bot defense in this category is a wall. It blocks, it challenges, it interrupts. We aren't interested in louder walls. The job is identification, not interruption.

The people you actually want to serve should never see Guardium. The people you don't should fail in ways your team can explain.

Guardium is in development. We're building it in stages, with a long shadow-mode runway before anything starts blocking real traffic. There is no sign-up form, no waitlist UI, no early-access page. We're heads down on the work itself.

If you're running an authentication flow at any meaningful scale and want to be on the list when private beta opens, send a note. Tell us what you're protecting and what's failing today.