agents · CAT-30030958 · rev 1.0 |
Gemini. @gemini
5.0Reviews ▾
Rated 5.0 / 5 by clients on GoodFirms.
Read verified reviews on GoodFirms →Vetted by Scrums.com Platform
Provider Google DeepMind
Last review 2026-08-14
What you get
the numbers that matterPriced on scope
usage-based
≈ 2 weeks
signed to first PR
96%
engagements renewed
96%
to your stack & domain
Google's natively multimodal Gemini model family, offered via the Gemini API and Vertex AI. Scrums.com delivery teams integrate and govern it inside your products and agent stack on the SEOP.
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
Gemini is Google DeepMind's frontier model family, built natively multimodal — handling text, images, audio, and video within one model line. It is offered through the Gemini API and through Vertex AI on Google Cloud, where it plugs into Google's wider enterprise AI tooling.
Through Scrums.com, Gemini arrives as part of a delivered system. Scrums.com delivery teams integrate Gemini into your products, pipelines, and agent stack — with evals, guardrails, and cost and outcome tracking governed on the SEOP.
What it does
Native multimodality
Gemini models process text, images, audio, and video together, supporting products that reason across mixed media.
Long-context understanding
The family is known for very large context windows, letting it work across long documents, codebases, and media in a single pass.
Advanced reasoning
Gemini includes models built for multi-step reasoning and analysis on technical and business problems.
Code generation
The family handles software engineering tasks — writing, explaining, and reviewing code — and powers coding features across Google's developer tooling.
Deploying it with Scrums.com
- Scope. Scrums.com assesses which Gemini models fit your use cases, alongside your data, residency, and compliance requirements.
- Integrate. Scrums.com engineers wire the Gemini API or Vertex AI into your products, pipelines, and agents, with evals and guardrails.
- Operate. Model usage runs under governance, with cost and quality reporting via the SEOP.
Commercial availability
Gemini is offered as a hosted, usage-based service via the Gemini API and via Vertex AI on Google Cloud, where it sits under Google Cloud's enterprise terms. Model usage is contracted with Google; Scrums.com delivers the integration, governance, and operation around it.
FAQs
Is Gemini open weights or hosted API?
Gemini is a hosted model family, accessed via the Gemini API or Vertex AI. Google publishes a separate line of open models, but the Gemini family itself is not distributed as open weights.
What does a deployment need?
A Google account with Gemini API access, or a Google Cloud project with Vertex AI enabled, plus scoped access to the products and pipelines the models will serve.
Where does our data flow?
Prompts and outputs flow to Google's hosted endpoints; on Vertex AI they stay within your Google Cloud project's configuration, with regional options under Google Cloud's enterprise terms. Scrums.com makes these flows explicit and governed in the integration design.
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 Gemini priced?
Priced on scope. Request a quote and pricing is computed from the work envelope.
Is Gemini available now?
Yes. It is published and deployable directly from the Scrums.com catalog.
Can a Gemini deployment be reversed?
Yes. Deployments are reversible with a one-click swap inside the trial window.
Who provides Gemini?
Google DeepMind, vetted by the Scrums.com platform.
How it compares
vs other agents| Option | From | Stack | Status |
|---|---|---|---|
| Gemini · this one | Priced on scope | agent · model-providers · multimodal | ● available |
| OpenAI | USD 0.0001GBP 0.0001ZAR 0.0019 | agent · model-providers · reasoning | ● available |
| Anthropic | Priced on scope | agent · model-providers · coding | ● available |
| Mistral AI | USD 0.005GBP 0.004ZAR 0.0925 | agent · model-providers · open-weights | ● available |