agents · CAT-30030890 · rev 1.0 |
mabl. @mabl
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Rated 5.0 / 5 by clients on GoodFirms.
Read verified reviews on GoodFirms →Vetted by Scrums.com Platform
Provider mabl
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
AI-powered quality-engineering platform with agentic test creation, execution and maintenance workflows. Deployed, integrated and governed inside your quality workflows 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
mabl is an AI-powered quality-engineering platform. It brings agentic workflows to test creation, execution and maintenance, so quality coverage is built and kept current with far less scripting effort. It is sold as SaaS with enterprise plans.
Through Scrums.com, delivery teams deploy mabl into your engineering operations, integrate it with your applications and CI/CD pipelines, and govern its coverage — tracked on the SEOP.
What it does
Agentic test creation
Creates tests through agentic, low-scripting workflows, lowering the cost of building coverage across the application.
Automated test execution
Executes tests automatically, including as part of CI/CD, so quality checks run with every change.
Self-healing maintenance
Maintains tests as the application changes, reducing the breakage-and-repair cycle of scripted suites.
Quality insights
Surfaces results and quality signals from test runs, giving teams visibility into product quality over time.
Deploying it with Scrums.com
- Scope. Scrums.com assesses fit against your quality workflows, application estate and governance requirements.
- Integrate. Scrums.com engineers wire mabl into your test environments and CI/CD pipelines with guardrails.
- Operate. It runs under governed operation, with usage and outcome reporting via the SEOP.
Commercial availability
mabl is sold as SaaS by mabl, with enterprise plans available. Procurement is supported through a Scrums.com deployment; subscription terms remain between you and mabl.
FAQs
How is this different from a scripted automation framework?
Scripted frameworks require engineers to author and repair each test in code. mabl provides agentic creation, execution and maintenance workflows on a platform, with your team directing coverage and reviewing results.
What access does deployment need?
Access to the application environments under test, test accounts and data for the flows in scope, and your CI/CD pipeline. Scrums.com defines the exact access list during scoping.
How is testing activity governed?
Scrums.com scopes execution to agreed environments, manages credentials through your secrets practices, and reports coverage and outcomes 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 mabl priced?
Priced on scope. Request a quote and pricing is computed from the work envelope.
Is mabl available now?
Yes. It is published and deployable directly from the Scrums.com catalog.
Can a mabl deployment be reversed?
Yes. Deployments are reversible with a one-click swap inside the trial window.
Who provides mabl?
mabl, vetted by the Scrums.com platform.
How it compares
vs other agents| Option | From | Stack | Status |
|---|---|---|---|
| mabl · this one | Priced on scope | agent · ai-agents · testing | ● 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 |