summaryRealtime Compute for Apache Flink is the managed Alibaba Cloud stream processing service with Flink SQL and exactly-once state.Priced on scope·★ 5.0·● available now·vetted by Scrums.com

infrastructure · CAT-30030628 · rev 1.0

Alibaba Cloud Realtime Compute for Apache Flink. @alibaba-flink

InfrastructureinfraAlibaba Cloud● available now

5.0Reviews ▾

Rated 5.0 / 5 by clients on GoodFirms.

Read verified reviews on GoodFirms →

Vetted by Scrums.com Platform

Provider Alibaba Cloud

Last review 2026-08-03

What you get

the numbers that matter

Starting price

Priced on scope

starting price

Ready in

≈ 2 weeks

signed to first PR

Retention

96%

engagements renewed

Match

96%

to your stack & domain

Fully managed Apache Flink service for stateful stream processing, run by the largest contributor to the Flink project.

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.

Highlights

Managed enterprise Flink

Flink SQL development

Exactly-once stateful processing

Autopilot scaling

Rich connector ecosystem

Deep upstream Flink expertise

What's included

in every engagement · no add-ons

✓Managed Apache Flink with enterprise VVR runtime enhancementsincl.

✓Flink SQL for declarative stream processingincl.

✓Exactly-once stateful computation with checkpointingincl.

✓Autoscaling and autopilot resource tuningincl.

✓Connectors across Kafka, RocketMQ, OSS, Hologres, and databasesincl.

✓Operated by the team that acquired Ververica, original Flink creatorsincl.

Track 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 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.

Deployments

the only social proof we publish

402deploys

across 38 organizations

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

Pricing

one number · one footnote

starting price

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 Alibaba Cloud Realtime Compute for Apache Flink priced?

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

Is Alibaba Cloud Realtime Compute for Apache Flink available now?

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

Can a Alibaba Cloud Realtime Compute for Apache Flink deployment be reversed?

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

Who provides Alibaba Cloud Realtime Compute for Apache Flink?

Alibaba Cloud, vetted by the Scrums.com platform.

How it compares

vs other primitives

Option	From	Stack	Status
Alibaba Cloud Realtime Compute for Apache Flink · this one	Priced on scope	infra	● available
Huawei Cloud GaussDB	Priced on scope	infra	● available
Huawei Cloud GeminiDB	Priced on scope	infra	● available
Huawei Cloud Distributed Cache Service (DCS)	Priced on scope	infra	● available

Commonly deployed with

more primitives

More primitives

Huawei Cloud GaussDB

Enterprise distributed relational database from Huawei with high availability and strong consistency at scale.

HuaweiSee options →

Huawei Cloud GeminiDB

Multi-model NoSQL database service compatible with Redis, MongoDB, Cassandra, and InfluxDB APIs.

HuaweiSee options →

Huawei Cloud Distributed Cache Service (DCS)

Managed Redis-compatible in-memory caching with single-node, master-standby, and cluster deployments.

HuaweiSee options →

starting price

Priced on scope