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Prove automation works on your worst incidents before you commit.

Four to six weeks. We build investigation agents for your top 2–3 recurring incident patterns, with success criteria agreed in writing up front. Miss them, and you owe nothing further.

READ-ONLY API ACCESSYOUR TELEMETRY NEVER LEAVES YOUR CLOUDFIXED PRICE, 100% REFUNDABLE

Big automation bets fail in the same ways.

Generic AI tools demo well but stall on the incidents that actually matter. A pilot proves automation value on your real patterns — with success criteria agreed before a single agent is built.

Tool Reality

Tools promise everything, prove limited.

Generic AI SRE platforms demo well and stall on your real incidents. A pilot proves value on your actual patterns before you sign anything long-term.

Vendors cherry-pick easy wins.

Generic tools skip the hard patterns. We target your top 2–3 recurring, expensive incidents — the ones actually costing you.

70% of automation projects stall before reaching production
No Success Criteria

Months of investment, no measured result.

Most automation engagements start fuzzy and end in debate. Criteria agreed in writing before build means outcomes are measurable from day one.

Pilots with agreed criteria3× more likely to succeed
Risk Asymmetry

All the risk sits with you.

Pay up front, hope it works. With the pilot, if we miss the agreed criteria you owe nothing further and keep what we built.

A working pilot.Not a slide deck.

A comprehensive production health assessment built from your real telemetry. Every detail is mapped out so your team knows exactly what to automate next.

1. Investigation agents

Working investigation agents for your top 2–3 incident patterns, running against your real telemetry inside your environment.

SRE Support Hours

1,497 hrs

Annual Support Cost

$ 284,500 / year

On-Call ($149k) Noise ($80k) Escalations ($55k)

2. Criteria in writing

Measurable success criteria - MTTR reduction, auto-diagnosis rate, noise reduction - agreed and signed before we build.

$ 54,200 / yr
DB Pool Leak (42x/mo)
Tightly Mapped Incident Patterns

3. Wired into your stack

Agents connected to your Jira, PagerDuty, Slack and observability - read plus guarded actions, scoped to exactly what you approve.

4. Codified runbooks

The tribal knowledge living in one engineer's head, turned into agent logic your whole team benefits from.

5. Before / after numbers

A measured comparison against your baseline - what actually changed, in hours and currency.

6. Go / no-go readout

A clear recommendation: scale to managed support, keep running the agents in-house, or walk away - your call.

Four to six weeks, from scope to measured result.

A low-friction pilot timeline engineered for rapid automation and clear ROI.

Scope + criteria.

Target pattern selectionSelect top 2–3 incident patterns from discovery.
Success criteria alignmentAgree measurable success metrics in writing.
Environment readinessVerify read-only & sandbox permissions.

Build + integrate.

Investigation agent buildCodify runbooks and investigation logic.
Stack integrationWire agents with guarded action policies.
Midpoint sync reviewReview agent dry-runs with team leads.

Measure + readout.

Live incident executionAgents execute on real production alerts.
Baseline comparisonQuantify resolution time & toil reduction.
Executive readoutDeliver go / no-go evaluation report.

Talk to Our AI SRE Experts.Fully Refundable.

AI SRE EXPERTS

Talk to an AI SRE Expert

Whether you're evaluating AI for production support or looking to automate recurring incidents, our AI SRE specialists will help you identify the best path forward based on your environment and goals.

100% Refundable Within 14 DaysNo complex forms • No required calls • Email request
Assessment Package
Custom Scoped/ fixed price per pilot
Fixed rate • Full leadership readout included
Working investigation agents for top 2–3 incident patterns
Agreed measurable success criteria in writing up front
Wired into Jira, PagerDuty, Slack & observability stack
Codified runbooks and before/after ROI report
Assessment fee credited toward pilot cost

Why run the pilot with us?

The pilot is deliberately low-risk — here's why teams choose us to run it:

Telemetry Security & Isolation

Fintech, payments, regulated data. Everything runs inside your environment; the assessment itself needs only read-only access.

Deep Infrastructure & Heavy Stacks

JVM services, Kafka pipelines, Scala systems. Generic tools stall exactly where your incidents are worst. We work in these daily.

Managed Service & Zero Overhead

We're a managed service: we do the work, you receive outcomes, not dashboards. No tool ownership or maintenance overhead.

Standalone Value & Quick Wins

Useful even if you never hire us again—including the quick wins your team can ship independently and immediately.

Your AI production support journey

Three structured stages engineered to de-risk adoption and deliver proven ROI.

Prove it on your worst incidents first.

A fixed-price pilot with success criteria you agree in writing - before we build a thing.

Questions, answered.

Common questions about our process, data safety, refunds, and deliverables.

From your assessment data (or a short discovery): the recurring, expensive, well-instrumented patterns where agents can make a measurable dent fastest.

We agree success criteria in writing before building. If the pilot misses them, you pay nothing beyond what's already agreed - and you keep the runbooks and findings.

Read access to your telemetry plus scoped, guarded actions you explicitly approve. Everything runs inside your environment.

It helps, and the fee is credited - but it isn't strictly required. We can run a short scoping instead.

Scale to Managed AI Production Support, keep running the agents in-house, or stop. Your call, no lock-in.