SIGNAL traffic_volume DETECTOR rateOfChange CONFIDENCE 82% STATUS explained
Observability with a paper trail
Panopticon watches every signal you configure, explains what changed and how sure it is, and shows your customers and your own teams the same evidence — without ever handing anyone a query language.
Most monitoring tools show you a line that moved. They don't say whether it's normal, how sure they are, or what to do next. Someone gets paged and starts guessing — and your customer opens a support ticket to ask a question your own systems already know the answer to.
Panopticon shows the same shape of chart — plus the expected range, the confidence score and a plain-English sentence explaining exactly what happened and for how long.
How it works
Every step below is deterministic, typed and reproducible — you can see exactly why any evidence was produced, months later.
Panopticon reads your existing metrics store. Nothing to migrate, nothing to re-instrument, no new agents to roll out.
What it counts, how values combine, who's allowed to filter by what — written once as a typed, validated document. No code required.
Sudden jumps, slow drift, stuck sensors, quiet feeds, statistically unlikely rates — each signal gets the detector that actually suits it.
Every finding carries an observed value, an expected range, a confidence score and a plain-English explanation — logic you can read, not a model you have to trust blindly.
Who it's for
Nobody gets a watered-down view. Everybody gets exactly the scope their job needs — enforced on the server, not trusted to the browser.
Give people transparency instead of a support queue. They see their own service's health and explore their own questions inside a scoped, safe view — and never see another customer's data, because the server enforces that on every query, not the interface.
One portfolio view ranks every customer by current health, then drills into the exact evidence a customer would see. No more a dozen bespoke dashboards, and no more paging someone at 2am just to squint at a graph.
An audit trail for every domain change, every published detector, every access grant. When someone asks "why did the system say that", there's a deterministic, versioned answer — not a shrug.
See it
Every screenshot on this site is a real, captured screen from the actual application, rendering synthetic data.
Trust
Every query is built server-side with a mandatory customer scope. There is no client-side filter to bypass, because the browser never gets to choose the scope.
Every detector is deterministic code, not a model whose reasoning you have to take on faith. Run the same evidence twice and you get the same answer.
One binary, your database, your metrics store. Nothing about your customers' data leaves systems you already control.
Tell us what you're monitoring today — we'll show you what evidence looks like for it.