Google Workspace AI Integration by Alpha Expansion
Google Workspace AI01Drive answers found02Gmail drafts prepared03Access kept narrowBook a call

Google Workspace AI Integration

YOUR INBOXAND FILES,WITH AN ASSISTANT

We connect AI to the Google Workspace your company runs on, so an assistant can find answers in Drive, draft replies in Gmail and prepare documents, using narrow permissions and waiting for a person's approval.

Drive answers foundGmail drafts preparedAccess kept narrow

Google Workspace AIWhat we build

01Drive answers found
02Gmail drafts prepared
03Access kept narrow
01Our Approach

An assistant that can read a company's mail and files must be given the least access the task needs, and nothing beyond it.

02Overview

AI working inside Gmail, Drive and Calendar

  • 01Drive answers found
  • 02Gmail drafts prepared
  • 03Access kept narrow

Google Workspace AI integration links a language model to Gmail, Drive, Docs, Sheets and Calendar through Google's APIs. Typical uses are an assistant that answers from shared drives with links to the files, drafts of replies to incoming mail for a person to send, summaries of long threads and documents prepared from a template. The assistant acts for a signed-in user and can reach only what that user can.

It suits companies that run on Google Workspace and want AI applied to a specific job. Google includes its own Gemini features in many Workspace plans, and those should be tried first. Custom integration is justified when the job needs your own rules, data from other systems or a different model. Google classes Gmail and Drive scopes as restricted, which shapes how an integration must be built and reviewed.

Talk to us about your project
03What We Do

Capabilities, End to End

01
Drive knowledge search

Chosen shared drives and folders are indexed with their sharing settings, and answers cite the file and passage they came from with a link.

02
Gmail draft preparation

For a shared mailbox or a person's inbox, the assistant prepares a draft reply from past answers and policy, and a person reads and sends it.

03
Narrow scopes

The integration requests the smallest set of Google API scopes the job allows, such as read-only access to named folders, and avoids domain-wide access where it can.

04
Documents from templates

Proposals, reports and letters are filled from a template in Docs with data from your systems, then left as a draft for the author to finish.

05
Calendar assistance

Meeting requests are turned into proposed times from real availability, and nothing is booked until the organizer confirms the suggestion.

06
Audit and review

Every read, draft and action is logged with the user it was done for, and a sample of outputs is reviewed against agreed quality criteria.

04In Production

What It Looks Like When It Ships

app.atlas.io/overview
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AI
Acme Inc.
Growth plan - 24 seats
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Northwind
Starter plan - 5 seats
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Globex
Enterprise - 140 seats
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Initech
Growth plan - 12 seats
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Acme Inc.
Growth plan - 24 seats - $499/mo
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MRR
$48,210
Active users
8,492
Churn
1.9%
Timeline
Globex upgraded to Enterprise
9m ago
API key rotated - prod
40m ago
Invoice #1042 paid
2h ago
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Export
Drive answers found
Gmail drafts prepared
Access kept narrow
Drive answerGmail draftAccess summaryAudit log
05What You Receive

Handed Over, Ready to Run

SCROLL
01
Scope and access design
02
Integration service with source code
03
Index of chosen Drive content
04
Draft reply flow for Gmail
05
Admin console setup guide
06
Test set and quality criteria
07
Audit log and usage dashboard
08
Runbook and support plan
06How It Runs

From Kickoff to Launch

01
Define the job
02
Design access
03
Build and evaluate
04
Introduce it
01
Define the job

We agree one task, such as answering supplier questions from a shared mailbox, gather real examples with good answers, and check whether Gemini in Workspace already does it well enough.

02
Design access

The scopes, folders and mailboxes involved are listed, your Workspace administrator and security lead review them, and the app is configured for internal use in your own domain.

03
Build and evaluate

The integration is built against a test group, drafts and answers are scored by the people who do the work today, and wording and sources are adjusted until they pass.

04
Introduce it

A pilot team uses it with every output reviewed, logs are checked for anything unexpected, and access is widened only on evidence and with the administrator's agreement.

07Technology

The Stack We Use

Google sideGmail APIDrive APIDocs and Sheets APIsCalendar APIModelsGemini APIClaude APIEmbedding modelsPrompt managementGoogle sideGmail APIDrive APIDocs and Sheets APIsCalendar APIModelsGemini APIClaude APIEmbedding modelsPrompt management
AccessOAuth scopesInternal app settingsService accountsAdmin console controlsOperationsEvaluation suiteAudit loggingUsage analyticsCost alertsAccessOAuth scopesInternal app settingsService accountsAdmin console controlsOperationsEvaluation suiteAudit loggingUsage analyticsCost alerts
08Who It Is For

Built for Teams Like Yours

FLAGSHIP
Your team's knowledge is spread across mail and Drive

Answers sit in old email threads and in documents scattered through shared drives. Staff search, give up and write the same reply again. Routine documents are assembled by copying from the last one, mistakes included, and nobody has time to tidy any of it.

Companies on Google Workspace
Support teams on shared mailboxes
Sales teams writing proposals
Operations teams with many documents
Agencies and professional firms
Startups without an intranet
09Questions

What buyers ask before they start

If yours is not here, ask us directly. The first conversation is free and useful whether or not we work together.

Book a call

Try it first. Gemini is built into Gmail, Docs and Drive on many plans and handles summaries, drafting and search across your own files. A custom integration earns its cost when the task needs your business rules, information from systems outside Workspace, a fixed output format or a model you choose. We compare both for your case and say so when the built-in features are enough.

Google classes broad access to Gmail and Drive data as restricted scopes. Its documentation says apps requesting them must pass a verification process unless an exception applies, and lists internal use within one organization among the exceptions. Apps that handle restricted data through a third-party server face a recurring security assessment. We design for internal use in your own domain and for the narrowest scopes.

We do not build it that way to begin with. The assistant prepares a draft and a person reads, edits and sends it. Once drafts have proved reliable on a class of routine messages, automatic sending can be considered for that class only, with limits and logging. Anything that commits the company, or goes to a new recipient, stays with a person.

No, and it should not have it. Most uses involve one shared mailbox or the files in a few named drives. Google's documentation recommends avoiding domain-wide delegation where possible, since it lets a service account act as any user. We ask for access to the specific mailbox or folders the task concerns, and your administrator can see and revoke it in the admin console.

Content retrieved from Gmail or Drive is sent to the language model for the request. With Google's own models under your Workspace or Cloud agreement, it stays within Google's services. With a different provider, it is sent out under the terms of that provider. We document the flow, exclude folders that must not be sent and review it with your data protection lead beforehand.

10Related services

Often built together

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