agents · CAT-30030940 · rev 1.0 |
Gumloop Agents. @gumloop-agents
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Rated 5.0 / 5 by clients on GoodFirms.
Read verified reviews on GoodFirms →Vetted by Scrums.com Platform
Provider Gumloop
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-native workflow agents from Gumloop that operate across connected applications, data and automation steps.
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
Gumloop Agents are AI-native workflow agents. Built on Gumloop's automation platform, they operate across connected applications and data, combining AI steps with conventional automation steps so whole workflows - not just single tasks - run with intelligence in the loop.
Through Scrums.com, Gumloop Agents is listed on the catalog and deployed by Scrums.com delivery teams. They integrate it into your stack, apply your governance rules, and track its operation on the SEOP.
What it does
AI-native workflow building
Workflows are composed with AI steps as first-class parts, not bolted onto a legacy automation tool.
Connected app operations
Agents act across the applications you connect, carrying work between systems.
Data-in-the-loop automation
Workflows process and transform data as they run, so agents work with real business inputs and outputs.
Composable automation steps
AI and deterministic steps compose into repeatable flows teams can share and reuse.
Deploying it with Scrums.com
- Scope. Scrums.com runs a fit assessment against your workflows and governance requirements, including which workflows and data flows suit agent automation.
- Integrate. Scrums.com engineers wire it into your repos, pipelines and tools with guardrails, building the flows and connecting your applications and data.
- Operate. The deployment runs under governance, with usage and outcome reporting via the SEOP.
Commercial availability
Gumloop is sold as commercial SaaS by Gumloop. Procurement runs through Gumloop; Scrums.com supports the commercial process as part of a deployment.
FAQs
How is this different from a traditional automation platform?
Traditional platforms chain fixed actions. Gumloop treats AI steps as native workflow parts, so flows can interpret, transform and decide - not only pass data between apps.
What does deployment need?
A Gumloop subscription, connections to the applications and data sources in scope, and the workflows you want built as flows.
How is access controlled?
Agents act through the connections you authorise in Gumloop. Scrums.com scopes access per workflow and reports operation 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 Gumloop Agents priced?
Priced on scope. Request a quote and pricing is computed from the work envelope.
Is Gumloop Agents available now?
Yes. It is published and deployable directly from the Scrums.com catalog.
Can a Gumloop Agents deployment be reversed?
Yes. Deployments are reversible with a one-click swap inside the trial window.
Who provides Gumloop Agents?
Gumloop, vetted by the Scrums.com platform.
How it compares
vs other agents| Option | From | Stack | Status |
|---|---|---|---|
| Gumloop Agents · this one | Priced on scope | agent · ai-agents · workflow-automation | ● available |
| Findem Autonomous Talent Workflow Agents | Priced on scope | agent · ai-agents · recruiting-automation | ● available |
| Tia | Priced on scope | agent · ai-agents · recruiting-intelligence | ● available |
| Kore.ai AI for Recruit | Priced on scope | agent · ai-agents · recruiting-automation | ● available |