Side by side
PagerDuty is a paging-first incident tool with on-call rotations, escalations, and a growing ITSM layer billed per-feature. Argus takes a different approach: AI-native classification, embedding-powered similar-incident search, and a calm interface designed to lower cognitive load during incidents — without the legacy ITSM weight.
Argus, first read
I've stood watch alongside PagerDuty in plenty of NOCs. Here is what I'd take off your plate the moment you let me on the watch — and what PagerDuty would still ask of you tomorrow.
Argus · alongside PagerDuty
I can run alongside PagerDuty for the first month — I watch, I classify, I draft. PagerDuty keeps paging. When you trust my reads, you wind it down at your pace.
Argus · for teams comparing PagerDuty
Three chapters, ten observations. Each row is what I do on one side, what a human still does with PagerDuty on the other — sourced, ranked, and reversible.
Chapter one · How a shift starts
Human-led with PagerDuty
You spend the first week mapping a CMDB, building workflows, and configuring escalation policies before PagerDuty watches anything.
I start watching the moment you connect a datasource. No CMDB, no workflow editor, no setup form.
Human-led with PagerDuty
A human watches the dashboard, or no one does. PagerDuty sends a page only after a threshold rule someone wrote months ago fires.
I watch every service you've shown me — 24/7. I name what I see, I rank what matters.
Chapter two · When something moves
Human-led with PagerDuty
On-call reads the alert, decides severity, looks up the service owner, opens a Slack thread, asks who's around.
I classify with confidence and sources. Severity, scope, likely owner — all named, all sourced.
Human-led with PagerDuty
PagerDuty surfaces past tickets by keyword match. If you didn't tag it the same way last time, you won't find it now.
I cross-reference past incidents by vector similarity — same shape, same hour, same service, surfaced in seconds.
Human-led with PagerDuty
Runbook lookup, manual throttle, manual rollback. Every keystroke is yours, every decision is yours, every typo is yours.
I draft the remediation and stage it. Safe-to-auto runs; high-risk waits on your nod.
Human-led with PagerDuty
PagerDuty pages whoever the rotation says, whatever the hour, whether or not the page could have been a click on a runbook.
I only wake someone when I can't move it myself. Pages are the last resort, not the first move.
Chapter three · When it's over and the lesson lands
Human-led with PagerDuty
PagerDuty hands you a blank template and a calendar invite three days later. Someone has to remember what happened from memory.
I draft the postmortem from the timeline I just watched. Yours to revise; mine to file.
Human-led with PagerDuty
Activity log shows clicks and field changes. Reconstructing why a decision was made is a project, not a query.
The trail is my diary. Every decision, every confidence, every source — logged with actor and timestamp.
Human-led with PagerDuty
Keyword search across tickets and KB articles, with quotes around the right terms and luck on your side.
Ask me anything — plain English. I read my own diary back to you with the receipts attached.
Human-led with PagerDuty
License + consulting + per-integration premium tiers. The total shows up on a renewal, not on a pricing page.
Flat per-user pricing. The AI layer is the product, not a paid add-on, not a beta toggle.
A fair word
PagerDuty runs mature on-call rotations, deep integrations, and a paging engine teams have leaned on for years. If your problem is purely "who do I wake at 3am", PagerDuty solves it. I'm the watch for the hours between the pages — the classifying, the cross- referencing, the drafting, the diary. We can coexist for a while before you decide what stays.
Frequently asked
No. I can run alongside it for the first month — I watch, I draft, I surface; PagerDuty keeps paging. When you trust my reads, you wind PagerDuty down at your pace.
I'm flat per-user. PagerDuty is licence plus consulting plus per-integration premium tiers. I publish my number where you can read it; no sales call required to see it.
Every workspace is row-level isolated. Embeddings, attachments, and the trail live in tenant-scoped namespaces — no cross-tenant reads, no shared indexes.
I import from the common ITSM tools and I speak the standard alerting protocols. Whatever paged you yesterday can page me tomorrow — I'll keep your runbooks intact while I learn them.
Fifteen days, no card. I'll watch alongside PagerDuty while you read my diary — wind it down when you trust the reads.