signal busAll systems operationalScrums.com x Vercel for AI engineering ↗
summaryDeploy Google's multimodal Gemini model family via the Gemini API or Vertex AI, integrated and governed by Scrums.com inside your products and agents.Priced on scope·★ 5.0·● available now·vetted by Scrums.com

agents · CAT-30030958 · rev 1.0

Gemini. @gemini

Agentsagent · model-providers · multimodal · long-contextGoogle DeepMind● available now
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

01

What you get

the numbers that matter
Starting price

Priced on scope

usage-based

Ready in

≈ 2 weeks

signed to first PR

Retention

96%

engagements renewed

Match

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.

02

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.

·

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

  1. Scope. Scrums.com assesses which Gemini models fit your use cases, alongside your data, residency, and compliance requirements.
  2. Integrate. Scrums.com engineers wire the Gemini API or Vertex AI into your products, pipelines, and agents, with evals and guardrails.
  3. 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.

03

What's included

in every engagement · no add-ons
Native multimodalityincl.
Long-context understandingincl.
Advanced reasoningincl.
Code generationincl.
04

Track record

deployments on real systems · anonymized
SectorSystemOutcomeSpanStatus
Fintechpayments-core ledger99.97% achieved14 mo● complete
Commercecheckout platform−38% incident rate9 mo● complete
Health SaaSdata plane0 SEV1 in 6 mo11 mo● active
Logisticsrouting enginezero-downtime cutover7 mo● complete
AI infrainference clusterp99 −120 ms5 mo● active
05

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
06

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.

07

Deployments

the only social proof we publish

402deploys

across 38 organizations

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

08

Pricing

one number · one footnote
usage-based

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 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
OptionFromStackStatus
Gemini · this onePriced on scopeagent · model-providers · multimodal● available
OpenAIUSD 0.0001GBP 0.0001ZAR 0.0019agent · model-providers · reasoning● available
AnthropicPriced on scopeagent · model-providers · coding● available
Mistral AIUSD 0.005GBP 0.004ZAR 0.0925agent · model-providers · open-weights● available
09

Commonly deployed with

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Anthropic

Anthropic's Claude model family for reasoning, coding, and agentic workloads, offered via API and major cloud marketplaces. Scrums.com delivery teams integrate and govern it on the SEOP.

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Mistral AI

European frontier lab Mistral AI offers open-weight and commercial models via La Plateforme and major clouds. Scrums.com delivery teams integrate and govern them inside your stack on the SEOP.

From $0.005Mistral AImodel-providersopen-weightseuropean
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usage-based

Priced on scope