Enterprise AI on Google Workspace
What is Google AI Ultra for Business
Google AI Ultra for Business is the premium AI add on for Google Workspace. It brings together Google’s most advanced models for reasoning and creation, with enterprise grade controls for deployment, permissions, and data governance. It is designed for teams that need more power for creativity, research, and complex decision making, while keeping IT fully in control.
Creative studios, marketing and training teams, research groups, consulting, engineering, and enterprise PMOs that need deeper reasoning and faster content production.
Core capabilities
Advanced reasoning with Gemini
- Access to Google’s top tier reasoning model class for complex problem solving and multi step tasks.
- Higher usage thresholds for enterprise scenarios, so large analyses do not hit limits mid run.
- Deep research style workflows that synthesize multi source inputs into structured outputs.
Example use cases: risk reviews, market mapping, architecture trade off analysis, executive briefings.
Creative tools, Flow and Whisk
- Flow accelerates video creation with high quality generation, creative controls, and fast iteration for campaigns and training.
- Whisk turns prompts into images and short animations to support rapid ideation and storyboarding.
Example use cases: product launch videos, learning modules, social ad variants, storyboards for clients.
Research with NotebookLM
- Bring documents, spreadsheets, and notes together, then ask structured questions across the set.
- Generate summaries, timelines, and comparisons for long or multi source material.
Example use cases: contract analysis, literature reviews, internal knowledge consolidation, due diligence packs.
Agentic automation, Project Mariner
Available in limited regions. Designed to perform multi step tasks like researching, filling forms, or coordinating actions in the browser.
Example use cases: supplier scans, basic purchasing workflows, meeting prep bundles.
Enterprise control and governance
- Deployment and permissions through the Workspace Admin Console.
- Clear guardrails for data regions, access, and audit trails, aligned with Workspace controls.
- Usage visibility to monitor adoption, quality, and cost effectiveness.
How AI Ultra works, credits system
Each licensed user receives a monthly pool of AI credits. Different tasks consume different amounts. High quality video generation consumes more than simple image ideation or text based reasoning. Credits reset monthly and are user scoped.
Set guidance by persona. Creatives prioritize video and image capacity, research teams prioritize reasoning runs, operations teams keep a buffer for peak periods.
Draft low fidelity first, then upscale selectively. This saves credits and shortens iteration time.
Who can access it
AI Ultra can be added to common Workspace editions for business, enterprise, and education. Feature availability can vary by region. Confirm availability and language support before rollout.
Why it matters for enterprises
- Creativity at speed, produce video and visuals in hours, not weeks.
- Smarter decisions, advanced reasoning helps teams evaluate more options with more context.
- Aligned tools, one AI backbone inside Workspace reduces tool sprawl.
- Governed adoption, controls for access, data, and spend within a platform your teams already use.
Challenges and considerations
Consideration | What to plan for |
---|---|
Cost and ROI | Target high value workflows and measure production cycle time saved, quality lift, and output volume. |
Enablement | Provide playbooks and short lessons for Flow, Whisk, NotebookLM, and reasoning tasks. |
Usage governance | Set credit budgets per team, review consumption monthly, adjust access by persona. |
Regional limits | Confirm availability for agent features and any model options in your region. |
Implementation playbook
- Readiness. Identify top three workflows per function where AI Ultra helps today. Define a simple success metric for each.
- Access and guardrails. Assign licenses and permissions in the Admin Console. Document data handling and review notes.
- Pilot. Run a four week pilot with weekly showcases. Capture before and after metrics and examples.
- Enablement. Provide short guides and office hours. Share a gallery of good prompts and outputs.
- Scale. Expand to adjacent teams, roll templates, and automate intake for new use cases.
Pricing and procurement
Pricing can vary by region and edition. For current pricing, procurement options, and local billing in Thailand, contact Digigen. We help set up pilots, align licenses with roles, and optimize usage.
Explore Google AI Ultra with Digigen
Want a guided pilot, Thai localization, or role based enablement plans for your teams
#faqs
Frequently Asked Questions
How is AI Ultra different from standard Gemini features in Workspace
AI Ultra focuses on advanced reasoning, creative video and image workflows, and expanded usage, all with enterprise controls. Standard Gemini covers everyday assistance inside apps.
Can we control who gets access to creative or agent tools
Yes. Use the Admin Console to assign licenses and toggle access by group or organizational unit.
What is the best way to manage credits
Create simple budgets by team, start low fidelity first, and upscale selectively. Review usage monthly and tune allocations.
Does AI Ultra support compliance and audit needs
AI Ultra inherits governance, security, and auditing from Google Workspace. Validate regional and industry requirements during rollout.

Aug 28, 2025 10:16:34 PM