Alibaba Cloud DataWorks

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

End-to-end data development and governance platform over MaxCompute, Flink, and the Alibaba analytics stack.

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

Visual and code pipeline development

Massive-scale scheduling

Broad source integration

Automated data quality checks

Catalog and lineage

Team workspaces

What's included

in every engagement · no add-ons

✓Visual and code-based development for data pipelinesincl.

✓Scheduling engine runs millions of daily task instancesincl.

✓Data integration syncs from databases, logs, and SaaS sourcesincl.

✓Data quality rules validate output automaticallyincl.

✓Catalog, lineage, and governance across the stackincl.

✓Collaborative workspaces with roles and approvalsincl.

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

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

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%

Live telemetry

this operator's system surface

system map

signals · last 24h

deploys18

p99 latency112 ms

error rate0.02%

incidents0

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 DataWorks priced?+

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

Is Alibaba Cloud DataWorks available now?+

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

Can a Alibaba Cloud DataWorks deployment be reversed?+

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

Who provides Alibaba Cloud DataWorks?+

Alibaba Cloud, vetted by the Scrums.com platform.

How it compares

vs other infra

Option	From	Stack	Status
Alibaba Cloud DataWorks · 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 infra

InfraCAT-30030632

Huawei Cloud GaussDB

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

infra

HuaweiVIEW →

InfraCAT-30030633

Huawei Cloud GeminiDB

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

infra

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InfraCAT-30030634

Huawei Cloud Distributed Cache Service (DCS)

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

infra

HuaweiVIEW →