SRE-in-a-Box

Reliability, Delivered
Your Way

Two ways to get enterprise-grade SRE capabilities — a senior human team embedded in your org, or an AI agent that never sleeps.

99.9% Uptime Target
<30 days Time to Onboard
2 paths Human or AI

Choose how you want SRE delivered.

Both options are fixed-scope, monthly retainers. Pick the model that fits your team's maturity, culture, and goals.

01
Human-Led

SRE Expertise Team

A dedicated squad of senior Site Reliability Engineers embedded directly into your organization — attending standups, reviewing PRs, driving incident response, and building the reliability culture your team needs.

  • Senior SRE practitioners (10+ years avg)
  • Embedded in your Slack, Jira, and PagerDuty
  • Hands-on incident response & postmortems
  • SLO program design & ownership
  • Runbook and playbook authoring
  • Weekly reliability reviews
Best for: Teams that need human judgment, stakeholder communication, and deep cultural change.
Learn More ↓
02
AI-Powered

SRE Agent

An LLM-powered SRE agent that monitors your systems 24/7, triages alerts intelligently, drafts incident summaries, queries your observability stack, and surfaces reliability insights — autonomously.

  • Always-on alert triage & noise reduction
  • Natural language incident summaries
  • Auto-generated runbook suggestions
  • Query Prometheus, Loki, Grafana via chat
  • Anomaly detection & proactive paging
  • Weekly AI-generated reliability digest
Best for: Teams with existing SRE foundations who want to scale coverage and reduce toil.
Learn More ↓
Option 01 — Human-Led

SRE Expertise Team

Senior reliability engineers who become an extension of your team, not a vendor relationship.

📈

Observability Stack

End-to-end visibility across metrics, logs, and traces. We instrument, configure, and maintain your observability platform.

  • Prometheus / Grafana / Loki
  • Distributed tracing (Jaeger / Tempo)
  • Alerting rules & dashboards
🎯

SLOs & Error Budgets

Define, measure, and report on Service Level Objectives that map reliability to business outcomes.

  • SLI / SLO definition workshops
  • Error budget burn rate alerts
  • Monthly reliability reports
📱

On-Call Enablement

Build a sustainable on-call culture with runbooks, escalation paths, and alert fatigue reduction.

  • Runbook library creation
  • PagerDuty / OpsGenie setup
  • On-call rotation design

Infrastructure Reliability

Kubernetes, cloud networking, autoscaling — we harden your infrastructure for production workloads.

  • K8s hardening & HPA configuration
  • Load testing & capacity planning
  • Cost and performance tuning
🚀

CI/CD & Deployment Safety

Shipping fast without breaking things. We build deployment pipelines with built-in reliability gates.

  • Canary & blue-green deployments
  • Automated rollback triggers
  • Pipeline reliability metrics
📋

Incident Management

Structured response, clear communication, and learning loops so every incident makes your system stronger.

  • Incident command playbooks
  • Post-mortem facilitation
  • Trend analysis & prevention
Option 02 — AI-Powered

SRE Agent

An intelligent agent that integrates with your observability stack and acts as an always-on reliability co-pilot.

🔍

Alert Triage & Noise Reduction

The agent classifies incoming alerts by severity, groups related signals, and suppresses noise — so on-call engineers wake up only when it matters.

💬

Natural Language Incident Summaries

During an incident, the agent continuously synthesizes metrics, logs, and events into a human-readable summary — so your team has context instantly.

📄

Runbook Generation & Suggestions

When a new alert fires, the agent suggests relevant remediation steps or auto-drafts a new runbook based on past incident patterns.

📊

Conversational Observability

Ask questions in plain English: "What caused the p99 spike at 3am?" The agent queries Prometheus, Loki, and Grafana and returns a cited answer.

👀

Proactive Anomaly Detection

The agent monitors SLO burn rates, error trends, and capacity signals continuously — alerting before users notice a problem.

📅

Weekly Reliability Digest

Every Monday, a structured AI-generated report: incidents last week, SLO status, top risks this week, and recommended actions.

Integrates with your stack

Prometheus & Alertmanager
Grafana & Loki
PagerDuty / OpsGenie
Slack (native bot)
GitHub / GitLab
Jira / Linear
AWS / GCP / Azure
Kubernetes API
Datadog / New Relic

How it works

1

Agent connects to your observability & alerting stack

2

LLM processes signals and builds system context

3

Surfaces insights via Slack, dashboards, or weekly digest

4

Learns from your feedback loop to reduce false positives over time

Side by side.

Both options deliver SRE outcomes. The right choice depends on where your team is today.

Option 01 SRE Expert Team Option 02 SRE Agent
Coverage Business hours + async 24 / 7 / 365
Response latency Minutes (human) Seconds (automated)
Incident command Yes — humans lead Support role (drafts, summaries)
Cultural / process change Deep — embedded team Light — tooling layer
Observability queries Hands-on analysis Natural language chat
Runbooks & postmortems Written by engineers AI-drafted, human-reviewed
Onboarding time ~30 days ~7 days
Scales with alert volume Bounded by team capacity Scales linearly
Starting price $4,500 / mo $1,500 / mo

Simple, predictable retainers.

No surprise invoices. No hourly billing. Fixed scope, fixed price — for both options.

Starter
$4,500/mo

For startups establishing their reliability foundation.

  • Observability stack setup
  • Basic SLO definition (3 services)
  • Alerting configuration
  • Monthly reliability report
  • 2 post-mortem facilitations/mo
  • Async Slack support
Get Started
Enterprise
Custom

Complex, multi-team reliability requirements.

  • Everything in Growth
  • Dedicated SRE lead
  • Multi-team enablement
  • Custom tooling & integrations
  • Quarterly reliability audits
  • SLA-backed response times
Contact Us

Reliability is our only product.

🔑

Fixed Scope

You know exactly what you're buying every month. No scope creep, no hourly surprises.

Fast Onboarding

The expert team is embedded in 30 days. The SRE Agent goes live in 7.

📚

Knowledge Transfer

We build runbooks, dashboards, and processes your team owns — for both options.

🔭

Human + AI Together

Start with the Agent, add the team as you scale — or run both in parallel.

Ready to stop firefighting?

Tell us about your stack and we'll recommend the right path — Expert Team, SRE Agent, or both.

🕑 30-min scoping call, no commitment
📈 Free reliability health check included

We respond within one business day.