AI Tool Atlas

Productivity & writingDocumented overviewLast checked Oct 1, 2026

ZGI: Pricing, Features & Best Use Cases

Open-source enterprise agent platform combining a model gateway, knowledge assets, workflows and natural-language database queries.

ZGI homepage screenshot, productivity & writing AI tool

Our take: Evaluate ZGI if your team wants to self-host an open-source agent platform that routes across OpenAI, Anthropic, DeepSeek and Qwen and queries company databases in natural language.

Main limitation: Hosted pricing is unpublished, documentation is marked under construction, and digital workers plus chat-channel integrations are in development, not in the current release.

By the AI Tool Atlas editors. Based on the vendor's official documentation; we have not tested this product hands-on. What “documented overview” means

Who should use ZGI

Evaluate ZGI if your team wants to self-host an open-source agent platform that routes across OpenAI, Anthropic, DeepSeek and Qwen and queries company databases in natural language. Based on the vendor's documentation, not on a hands-on test.

Best for: Enterprises standardizing on one agent runtime

Also a good fit for

  • Teams needing multi-provider LLM routing
  • Developers self-hosting an agent platform

Consider another tool if no public pricing page found for the hosted cloud offering

Or if

  • Digital workers and channel integrations are marked as not yet available
  • Governance features (IAM, budgets, audit) are listed as current work in progress on the roadmap

ZGI pricing and usage limits

Prices checked Oct 1, 2026 on the official US pricing page. Prices and limits change often.

Vendor pricing page re-checked automatically 11 days ago: no changes detected.

Free access and trial conditions

Self-hosting from the public GitHub repository; license terms are in the ZGI Community License.

Not stated.

Paid plans: what changes as you upgrade

Hosted cloud workspace web

See official pricing source (opens in a new tab)

Unknown

For: Teams that do not want to self-host

Includes

  • Workspace at cloud.zgi.ai; plans, prices and limits are not published

Self-hosted (open source) self-hosted

See official pricing source (opens in a new tab)

Unknown

For: Teams deploying on their own infrastructure

Includes

  • Code published on GitHub under the ZGI Community License

Usage caps, credits and extra costs

Provider API costs for connected models are not covered on the site.

Not stated.

What is ZGI, and how does it work?

ZGI is an open-source agent runtime for businesses from Hangzhou Zhineng Qiyuan Technology. It bundles an Agent Studio for building agents with Skills, knowledge, tools and models; a Workflows module for orchestrating multi-step jobs; a Database module for querying live business data in natural language; and a Model Gateway that connects providers such as OpenAI, Anthropic, Google, DeepSeek and Qwen with routing by quality, cost or region. The code is published on GitHub under the ZGI Community License and can be self-hosted, while a hosted workspace is offered at cloud.zgi.ai. A 'digital workers' concept with email and chat-channel integrations is shown as in development and not part of the current release.

What you provide and what you get back

How ZGI works: what you provide, where it runs and what you get backYOU PROVIDEYour inputCompany files and knowledgeBusiness database connectionsModel provider credentialsSkills and tool definitionsPRODUCTIVITY & WRITINGZGIWebfree tier, paid price not publish…free tier availableaccount requiredchecked Oct 1, 2026YOU GET BACKThe resultBusiness agents answering with co…Workflow executions with inspecta…Natural-language database answersinput → ZGI → output · from the vendor's own pages, no hands-on test unless stated
What you give ZGI and what comes back, from its documentation

You provide

  • Company files and knowledge
  • Business database connections
  • Model provider credentials
  • Skills and tool definitions

You get back

  • Business agents answering with company knowledge
  • Workflow executions with inspectable runs
  • Natural-language database answers

Where you can use it

Platforms
Web
Account
Required
Modules
Agent Studio, Workflows, Database, Model Management, Knowledge Assets
Model providers
OpenAI, Anthropic, Google, DeepSeek, Qwen and more
Deployment
Hosted at cloud.zgi.ai or self-hosted
License
ZGI Community License
Planned channels
Email, Lark, Slack, Teams, WhatsApp, Telegram, WeCom, DingTalk (not yet available)

What people use ZGI for

Scenarios are worked out by our editors from the documentation; the actual result depends on your input and plan.

Building internal business agents that reuse company knowledge and Skills

Who
Operations and customer-success teams
You provide
Skills like Renewal Risk plus company knowledge and customer data
Expected result
An agent that answers questions such as which renewals need attention this week
Plan needed
Hosted or self-hosted
Limitation
Needs data connections and setup source (opens in a new tab)

Routing requests across multiple LLM providers through one governed gateway

Who
Platform and IT teams
You provide
Several LLM provider keys and routing rules
Expected result
One governed gateway choosing models by quality, cost or region
Plan needed
Self-hosted
Limitation
Governance features such as IAM and budgets are still in progress source (opens in a new tab)

Querying business databases in natural language with access controls

Who
Analysts and business users
You provide
Questions in plain language about live business data
Expected result
Database answers under governed access
Plan needed
Hosted or self-hosted
Limitation
Accuracy depends on schema and access setup source (opens in a new tab)

ZGI features and their limits

Agent Studio with loadable Skills

Builds agents from loadable Skills, knowledge, tools and models Gives each agent a defined job and context

Access: Current releaseLimit: Documentation is under construction source (opens in a new tab)

Model Gateway with provider routing, quotas and fallback policies

Connects OpenAI, Anthropic, Google, DeepSeek, Qwen and others and routes among them Avoids tying agents to one provider

Access: Current releaseLimit: Quotas and fallback governance is roadmap work in progress source (opens in a new tab)

Workflow orchestration with execution inspection

Orchestrates multi-step jobs and lets you inspect every execution Makes automated runs auditable

Access: Current releaseLimit: Details of triggers not documented on the site source (opens in a new tab)

Natural-language database querying

Translates plain-language questions into queries on live business data Lets non-engineers get answers without SQL

Access: Current releaseLimit: Requires governed database access setup source (opens in a new tab)

ZGI: strengths and limits

Reasons to choose ZGI

  • Source code is public on GitHub and self-hostable You can audit and self-host the code instead of relying on a vendor black box documented source (opens in a new tab)
  • Supports both global and Chinese model providers in one gateway You can mix Western and Chinese providers without separate integrations documented source (opens in a new tab)
  • Roadmap and blog are published openly You can see what is planned and what is not available yet before adopting documented source (opens in a new tab)
  • Hosted cloud workspace available without local deployment You can try the product without installing it yourself documented source (opens in a new tab)

Check before paying for ZGI

  • No public pricing page found for the hosted cloud offering Budgeting is impossible without contacting the vendor documented source (opens in a new tab)
  • Digital workers and channel integrations are marked as not yet available Teams wanting an always-on agent in email or Slack must wait for future releases documented source (opens in a new tab)
  • Governance features (IAM, budgets, audit) are listed as current work in progress on the roadmap Enterprise security teams may find controls incomplete today documented source (opens in a new tab)
  • Usage governed by a custom ZGI Community License rather than a standard OSI license The license needs legal review before commercial redistribution documented source (opens in a new tab)

How to use ZGI for building a business Q&A agent on company data

ZGI documentation — screenshot of the productivity & writing AI tool, Oct 2, 2026
ZGI documentation: where the steps below come from. zgi.ai, captured Oct 2, 2026

Set up ZGI

  1. Open cloud.zgi.ai or clone the ZGI repository from GitHub to self-host
  2. Connect one or more model providers in Model Management
  3. Upload company files into Knowledge Assets
  4. Open Agent Studio and create a new agent

Example: building a business Q&A agent on company data

  1. Attach a Skill, such as Renewal Risk, and the knowledge assets to the agent
  2. Connect a business database for natural-language queries
  3. Ask the agent which renewals need attention this week
  4. Open the process view to see which Skills, searches and queries ran

Review and export the result

  1. Verify answers against the source documents or database rows
  2. Review the execution trace to confirm the right Skill and data source were used
Example prompt suggested by our editors (not a recorded output of the product)
Which customer renewals need attention this week, and what is the risk for each?

ZGI API

API access and separate billing

ZGI has no public API in its official documentation. API documentation listed but marked under construction API documentation ↗

Privacy, data use and commercial rights

Summarized from the vendor's current policies; this is not legal advice and a vendor's badge is not an independent audit.

How your inputs and outputs are handled

Company files, database queries and prompts pass through the platform and to connected model providers.

Not stated (privacy page unavailable).

Commercial use and plan restrictions

Governed by the ZGI Community License (terms not loaded).

Not stated.

Controls for business users

  • Self-hosting
  • Routing, quota and fallback policies at the gateway

Other tools to consider instead of ZGI

"Better suited" is based on documented features and pricing, not on a head-to-head test.

n8n: better suited to

Make: better suited to

Zapier: better suited to

Gemini Notebook (formerly NotebookLM): better suited to

Alternatives
AlternativeWhen to choose itPricingLimitation
n8n——Compare
Make——Compare
Zapier——Compare
Gemini Notebook (formerly NotebookLM)——

Explore ZGI further

ZGI pricing, plan by planEvery plan with USD prices, limits and what is free.Best ZGI alternativesTools for the same job, by need and starting price.Best AI writing and productivity toolsOur picks in this category, compared by price and free tiers.Prompts for ZGIReady-to-copy prompts with their sources.

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    ZGI FAQ

    What does the ZGI Model Gateway do?

    It connects OpenAI, Anthropic, Google, DeepSeek, Qwen and more, then selects models per agent by quality, availability, cost or region and controls quotas and fallback centrally. source (opens in a new tab)

    Can I self-host ZGI?

    Yes. The code is public on GitHub under the ZGI Community License and can be deployed on your own infrastructure; a hosted workspace is at cloud.zgi.ai. source (opens in a new tab)

    Are ZGI digital workers available?

    No. Digital workers with email and chat channels like Slack, Teams and Lark are shown as coming soon and not in the current release. source (opens in a new tab)

    What modules are in the ZGI workspace?

    Agent Studio, Workflows, Database, Model Management and Knowledge Assets. source (opens in a new tab)

    Does ZGI have finished documentation?

    Not yet. The docs page lists Quick Start, API Documentation and Best Practices but says documentation is under construction. source (opens in a new tab)

    Sources and review methodology

    Official sources and verification dates

    Not verified: Hosted pricing and plans; Privacy, retention and training terms (pages 404); License terms text; Quickstart and API documentation contents.

    How we documented and maintain this page

    Every fact about ZGI above comes from the 4 official pages listed here, last compared on Oct 1, 2026; we have not run ZGI ourselves, so it has no editorial score. How we check and re-check pages.

    Article updated Oct 2, 2026; prices checked Oct 1, 2026. Outbound links to vendors are plain links; we do not earn commissions. How we review · Report an error