Machines on call / v0.1 · onboarding design partners

Machines - On-Call Your AI DevOps Engineer. Resolves prod issues in minutes.

5× faster MTTR / 92% noise ↓ / 3m 41s page → fix

Ovam is the AI DevOps Engineer that sits on-call 24×7. Wired into your AWS, Vercel, Datadog, Sentry, PostHog, GitHub stack — when prod breaks, Ovam is paged first. It correlates logs, traces, deploys, and the last 48h of commits, finds the real root cause, and drafts a PR with the fix. A day of debugging → minutes to green.

Book a Demo See it triage live
no credit card · onboards in 1 hour · watches your stack tonight
live ops
inc-2847 · 03:41 ago
P1 page received
09:14:02
payments-db latency spike · 14 alerts
Triaged
09:14:18
11/14 suppressed → 1 primary signal
Root cause + PR drafted
09:16:31
leaked conns in deploy ab12f9c
Resolved
09:17:43
PR #4827 merged · mttr 5.2× ↓
▲ prod green · mttr 3m 41s today
AWS Vercel Datadog Sentry PostHog GitHub PagerDuty Kubernetes +14 more →
Last 24h · activity 7 fixed
P1Stripe webhook 5xx burst3m 41sresolved
P2Vercel edge cold start regression6m 12sresolved
P2Sentry rate-limit breach · checkout4m 50sresolved
~ ovam · live incident · inc-2847
p1
5×Faster MTTRmedian across design partners
92%Noise suppressedno more 3am false pages
$5.6KPer minute saveddowntime cost recovered
3m 41sPage → fix proposedvs a full engineering day
§ 01 / The problem

Your best engineers burn entire days debugging prod — instead of shipping software.

01
8 hrs

1 P1 = a full engineering day

Reviewing 48h of PRs, six dashboards, four error feeds, screen-recording repro steps, last-deploy diffs — by the time root cause is found, EOD is gone. So is roadmap velocity.

02
$5,600/min

Every minute of prod down is a meter

Slow correlation across logs, metrics, traces, deploys, and product analytics stretches MTTR from minutes to hours. SLAs slip. Customers churn. Engineers don't sleep.

03
1 person

Root cause lives in someone's head

The fastest path to a fix is paging the one engineer who remembers a similar bug from 8 months ago. That doesn't scale — and they shouldn't be the single point of failure.

§ 02 / How it works

Detect · Correlate · Root-cause Draft PR. While you sleep.

01

Paged first

The moment PagerDuty, Datadog, Sentry, or your own alert fires — Ovam owns the page. Continuous log + metric streams mean it's watching even when nothing is broken yet.

ovam.subscribe([pagerduty, datadog, sentry])
02

Correlates everything

Across logs, traces, metrics, error events, product analytics, and the last 48h of PRs — Ovam dedupes downstream noise and isolates the one signal that matters.

11/14 alerts collapsed → 1 primary signal
03

Finds real root cause

Reasons over deploys, code diffs, dependency changes, infra config drift, and past incidents. Returns a written RCA — not a runbook checklist, not a guess.

root_cause: leaked_connection · payments-api@ab12f9c
04

Drafts the fix

Opens a PR with the code change, proposes a rollback, or executes the runbook with human-in-the-loop approval. Postmortem written before the bridge ends.

✓ PR #4827 opened · mttr ↓ 5.2×
§ 03 / Integrations

Plugged into every signal your prod sends.

Reviewing two days of PR logs, six dashboards, four error feeds, and a Slack thread before the bridge call ends — that's the job today. Ovam reads all of it in parallel, in seconds.

01 / Group

Cloud & infra

Rides along with your runtime — no agent install required.

AWS
GCP
Azure
Vercel
Kubernetes
Docker
02 / Group

Telemetry

Logs, metrics, traces, errors, product analytics — read in real time.

Datadog
Sentry
PostHog
Grafana
Prometheus
OpenTelemetry
03 / Group

Source & ops

Reads the last 48h of PRs, deploys, and runbooks to ground every RCA.

GitHub
GitLab
PagerDuty
New Relic
Linear
Slack
Don't see your tool? Ask us — we ship integrations weekly
§ 04 / Capabilities

Built like a senior engineer.Works like an entire on-call team.

Autonomous alert triage

Never page a human for noise again. Ovam correlates, dedupes, and classifies across PagerDuty, Datadog, Sentry, and your own signals.

[14 alerts received · 2s]
└ payments-db.cpu ↳ suppressed (downstream)
└ payments-api.p99 ↳ suppressed (downstream)
└ cart-svc.errors ↳ suppressed (downstream)
✓ primary signal: payments-db.replica-3.pool_saturation

Root cause in minutes

Cross-references deploys, traces, metrics, code diffs, and past incidents. Returns a written RCA, not a checklist.

root_cause.json
"deploy": "ab12f9c",
"service": "payments-api",
"cause": "connection_leak",
"fix": "rollback v2.41.0"

Co-working agent teams

Drop agents into live war rooms. They run hypotheses, pull data, draft fixes, and write the postmortem alongside your engineers.

agent.triage · joined #inc-2847
agent.rca · analyzing deploy diff
agent.fix · drafting PR
@vishal · human-in-the-loop

Background proactive agents

Continuously hunt for slow leaks, drift, dependency risk, and reliability debt. Ovam catches tomorrow's incident today.

scout-1
mem leak risk
scout-2
dep drift
scout-3
slow query
§ 05 / It's time

Ready to stop firefighting?

Onboard Ovam alongside your existing on-call rotation. Watch MTTR drop in the first week — or don't pay.

Book a Demo or email rainavishal@ovam.ai