agents · CAT-30030903 · rev 1.0 |
Anyshift AI SRE. @anyshift-ai-sre
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
What you get
the numbers that matterPriced on scope
billed monthly
≈ 2 weeks
signed to first PR
96%
engagements renewed
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.
How this operator works
every way of working, already decidedOwns 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.
Embedded, async-first, instrumented
Works inside your repos, your CI and your rituals. Daily written standups, decisions logged. No status-meeting tax.
Runbooks, canaries, reversible deploys
Every change gated and reversible. Incidents get a timeline and a postmortem; nothing ships without a rollback.
Plugged into your Slack & rituals
Joins standups and retros, reports weekly against the goal. You get an operator, not a queue.
Brings a pre-wired stack or adopts yours
Infrastructure and observability as code by default. No bespoke setup tax to absorb.
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
- Scope. Scrums.com assesses fit against your cloud estate, reliability workflows and governance requirements.
- Integrate. Scrums.com engineers wire Anyshift into your cloud accounts and infrastructure tools with guardrails.
- 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.
What's included
in every engagement · no add-onsTrack record
deployments on real systems · anonymized| Sector | System | Outcome | Span | Status |
|---|---|---|---|---|
| Fintech | payments-core ledger | 99.97% achieved | 14 mo | ● complete |
| Commerce | checkout platform | −38% incident rate | 9 mo | ● complete |
| Health SaaS | data plane | 0 SEV1 in 6 mo | 11 mo | ● active |
| Logistics | routing engine | zero-downtime cutover | 7 mo | ● complete |
| AI infra | inference cluster | p99 −120 ms | 5 mo | ● active |
Works inside your stack
surfaces this operator binds to| Surface | Binding | Direction | Auth |
|---|---|---|---|
| Source control | github.com/<org> | reviews + writes | OIDC |
| CI / CD | scm-flow · deploy-service | gates deploys | OIDC |
| Observability | otlp://collector:4317 | metrics + alerts | mTLS |
| Comms | slack://<workspace> | standups, incidents | SSO |
| Secrets | vault://scrums/op/<id> | short-lived creds | SPIFFE |
| On-call | pagerduty://<org> | primary / secondary | API token |
Boundaries
what to deploy insteadScoped 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.
Deployments
the only social proof we publish402deploys
across 38 organizations
+24 last 30 days · median age 11.4 mo · retention 96%
Pricing
one number · one footnotePriced 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 questionsHow 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| Option | From | Stack | Status |
|---|---|---|---|
| Anyshift AI SRE · this one | Priced on scope | agent · ai-agents · sre | ● available |
| Anthropic | Priced on scope | agent · model-providers · coding | ● available |
| OpenAI | USD 0.0001GBP 0.0001ZAR 0.0019 | agent · model-providers · reasoning | ● available |
| Mistral AI | USD 0.005GBP 0.004ZAR 0.0925 | agent · model-providers · open-weights | ● available |