signal busAll systems operationalScrums.com x Vercel for AI engineering ↗
summaryAnyshift investigates production failures by reasoning over cloud infrastructure — deployed and governed by Scrums.com.Priced on scope·5.0·available now·vetted by Scrums.com

agents · CAT-30030903 · rev 1.0|

Anyshift AI SRE. @anyshift-ai-sre

Agentsagent · ai-agents · sre · cloud-infrastructureAnyshift● available now
5.0Reviews ▾

Rated 5.0 / 5 by clients on GoodFirms.

Read verified reviews on GoodFirms

Vetted by Scrums.com Platform

Provider Anyshift

Last review 2026-08-14

01

What you get

the numbers that matter
Starting price

Priced on scope

billed monthly

Ready in

≈ 2 weeks

signed to first PR

Retention

96%

engagements renewed

Match

96%

to your stack & domain

Agentic reliability tooling for investigating production failures and reasoning over cloud infrastructure. Deployed, integrated and governed inside your operations by Scrums.com.

02

How this operator works

every way of working, already decided
A · capability focus

Owns the system, not the ticket

Takes end-to-end ownership of a service or surface. Design, delivery, on-call. And is measured on outcomes, not hours.

B · ways of working

Embedded, async-first, instrumented

Works inside your repos, your CI and your rituals. Daily written standups, decisions logged. No status-meeting tax.

C · reliability posture

Runbooks, canaries, reversible deploys

Every change gated and reversible. Incidents get a timeline and a postmortem; nothing ships without a rollback.

D · comms & cadence

Plugged into your Slack & rituals

Joins standups and retros, reports weekly against the goal. You get an operator, not a queue.

E · tooling

Brings a pre-wired stack or adopts yours

Infrastructure and observability as code by default. No bespoke setup tax to absorb.

F · onboarding

Scoped, gated, reversible

Week-1 shadow, week-2 ownership, swap on request inside the trial window. No long-tail handover risk.

·

Overview

Anyshift AI SRE is agentic reliability tooling focused on the infrastructure side of incidents. It investigates production failures and reasons over cloud infrastructure — understanding how infrastructure components and their dependencies contribute to what broke. It is sold as enterprise SaaS.

Through Scrums.com, delivery teams deploy Anyshift into your operations, integrate it with your cloud environment and infrastructure tooling, and govern its scope — tracked on the SEOP.

·

What it does

Production failure investigation

Investigates production failures, focusing on causes rooted in the infrastructure layer.

Cloud infrastructure reasoning

Reasons over your cloud infrastructure — its resources and configuration — as part of diagnosis.

Infrastructure dependency awareness

Accounts for dependencies between infrastructure components, where a change in one place breaks another.

Incident diagnosis

Produces diagnoses engineers can act on, connecting the observed failure to its infrastructure cause.

·

Deploying it with Scrums.com

  1. Scope. Scrums.com assesses fit against your cloud estate, reliability workflows and governance requirements.
  2. Integrate. Scrums.com engineers wire Anyshift into your cloud accounts and infrastructure tools with guardrails.
  3. Operate. It runs under governed operation, with usage and outcome reporting via the SEOP.
·

Commercial availability

Anyshift AI SRE is sold as enterprise SaaS by Anyshift. Procurement is supported through a Scrums.com deployment; subscription terms remain between you and Anyshift.

·

FAQs

How is this different from an application-focused AI SRE?

Application-focused agents start from logs and traces. Anyshift reasons over the cloud infrastructure itself — resources, configuration and dependencies — catching failures that originate below the application layer.

What access does deployment need?

Read access to your cloud accounts and infrastructure configuration, and typically to infrastructure-as-code repositories. Scrums.com defines the exact access list during scoping.

How is cloud access governed?

Scrums.com grants read-scoped cloud credentials to agreed accounts, keeps infrastructure changes with your engineers, and reports activity via the SEOP.

03

What's included

in every engagement · no add-ons
Production failure investigationincl.
Cloud infrastructure reasoningincl.
Infrastructure dependency awarenessincl.
Incident diagnosisincl.
04

Track record

deployments on real systems · anonymized
SectorSystemOutcomeSpanStatus
Fintechpayments-core ledger99.97% achieved14 mocomplete
Commercecheckout platform−38% incident rate9 mocomplete
Health SaaSdata plane0 SEV1 in 6 mo11 moactive
Logisticsrouting enginezero-downtime cutover7 mocomplete
AI infrainference clusterp99 −120 ms5 moactive
05

Works inside your stack

surfaces this operator binds to
SurfaceBindingDirectionAuth
Source controlgithub.com/<org>reviews + writesOIDC
CI / CDscm-flow · deploy-servicegates deploysOIDC
Observabilityotlp://collector:4317metrics + alertsmTLS
Commsslack://<workspace>standups, incidentsSSO
Secretsvault://scrums/op/<id>short-lived credsSPIFFE
On-callpagerduty://<org>primary / secondaryAPI token
06

Boundaries

what to deploy instead

Scoped to this discipline. For an adjacent capability, compose a second operator into the squad. compose →

Not a fractional advisory engagement. For advisory-only, contact platform@scrums.com.

07

Deployments

the only social proof we publish

402deploys

across 38 organizations

+24 last 30 days · median age 11.4 mo · retention 96%

·

Live telemetry

this operator's system surface
system map
repoci/cddeployon-callserviceobserv
signals · last 24h
deploys18
p99 latency112 ms
error rate0.02%
incidents0
08

Pricing

one number · one footnote
billed monthly

Priced on scope

All-in: the operator, delivery manager and replacement guarantee. No recruiter fee, no markup surprises.

Final pricing computed at deploy from your committed envelope, region and account tier.

·

FAQ

common questions
How is Anyshift AI SRE priced?+

Priced on scope. Request a quote and pricing is computed from the work envelope.

Is Anyshift AI SRE available now?+

Yes. It is published and deployable directly from the Scrums.com catalog.

Can a Anyshift AI SRE deployment be reversed?+

Yes. Deployments are reversible with a one-click swap inside the trial window.

Who provides Anyshift AI SRE?+

Anyshift, vetted by the Scrums.com platform.

·

How it compares

vs other agents
OptionFromStackStatus
Anyshift AI SRE · this onePriced on scopeagent · ai-agents · sre● available
OpenAIUSD 0.0001agent · model-providers · reasoning● available
AnthropicPriced on scopeagent · model-providers · coding● available
Mistral AIUSD 0.005agent · model-providers · open-weights● available
09

Commonly deployed with

more agents
billed monthly

Priced on scope