Glide

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Glide provides tools for turning business information and processes into applications, with an emphasis on internal operations. Its applications can give employees, managers, customers, or partners a focused interface for tasks otherwise handled through spreadsheets and disconnected messages. Typical uses include inventory tracking, work orders, project coordination, and operational dashboards. Glide combines no-code development with generative AI, data management, and automation.

As of November 2, 2026, Glide distinguishes between GlideOS and Glide Classic. GlideOS is a separate AI-driven platform, while Glide Classic is the established visual app builder. They have separate subscriptions and accounts; Glide states that existing Classic apps continue operating and that there is no seamless migration tool between the products. Readers should therefore identify the product covered by a tutorial before applying its instructions.


Glide turns business data into usable software; successful applications depend on clear processes, reliable information, appropriate permissions, and verified automation as much as on the speed of building their interfaces.


GlideOS and Glide Classic

GlideOS centers development on conversations with an AI agent. A project groups related applications with their data, chats, files, and secrets, while project-level context helps subsequent work build on earlier decisions. Users can begin with a prompt or attach spreadsheets, documents, or images to explain the business process. This makes the project, rather than an isolated screen, the main context for development.

Glide Classic organizes development around data, layouts, components, actions, and workflows. Its documentation includes visual building blocks such as forms, tables, charts, calendars, maps, and Kanban views, together with computed columns and integrations. Classic also has AI capabilities, but these should not be confused with the broader GlideOS agent. The two products share a business-app focus while exposing different development models.

Area GlideOS Glide Classic
Main building approach Conversational development within projects. Visual configuration of data, layouts, actions, and workflows.
AI assistance Agent works with project context and connected capabilities. Separate features include Agent, AI Custom components, and Glide AI transformations.
Data organization Related apps can share a project's database. Apps connect to supported tables and external data sources.
Documentation Pages explicitly labeled GlideOS. Pages explicitly labeled Glide Classic.
Moving between products Requires a separately planned transition. Existing apps are not automatically converted into GlideOS projects.

Building with GlideOS

Glide describes SheetSense as its system for interpreting the business context embedded in spreadsheets, including formulas, lookups, and notes. The advertised workflow moves from understanding a spreadsheet to building an application, inspecting calculations, and sharing it with a team. Glide also presents conversational access to live business information as part of the platform. These capabilities can accelerate discovery, but generated interpretations still need to be compared with the original process and representative records.

A useful starting prompt explains the people involved, the records they manage, and the decisions the application supports. Specify the source of each important value and distinguish calculated fields from manually entered information. Ask for one complete workflow before expanding into dashboards, notifications, or additional applications. This applies requirements management and prompt engineering to a practical business task.

  1. Describe the operational problem. Explain what currently happens and where people lose time or make mistakes.
  2. Provide representative information. Include a small, understandable dataset and explain its columns.
  3. Define roles. State who may view, create, edit, approve, or delete each kind of record.
  4. Request a working first version. Focus on one process from beginning to end.
  5. Inspect calculations and relationships. Compare results with independently checked examples.
  6. Refine specific behavior. Identify the screen, field, or operation to change.
  7. Test before sharing. Exercise realistic accounts, incomplete records, and failure cases.

Data Sources and Synchronization

GlideOS Data

Each GlideOS project has a database that can contain multiple tables used by its applications. Its documentation supports creating tables, uploading spreadsheet files, connecting Google Sheets, and using external connections. It also documents Postgres-compatible access to project data with read-only or read/write permissions, plus API credentials stored as secrets. Tables can be exported to CSV.

GlideOS does not write app changes back to Google Sheets. Its documented behavior is to pull spreadsheet information into a database table, with subsequent app edits remaining in GlideOS. This matters when deciding whether the spreadsheet or the application is the authoritative record. A team should explicitly define that ownership before allowing people to edit both systems.

  • Data | Glide Docs GlideOS tables, spreadsheet connections, database access, secrets, imports, and exports.

Glide Classic Data

Glide Classic supports Glide Tables and Big Tables alongside external sources such as Google Sheets, Airtable, Excel, and supported SQL databases. Availability depends on the plan and connector, and capabilities differ between sources; for example, its documentation identifies BigQuery as read-only. Supported read/write sources can synchronize changes in both directions. This Classic behavior must not be generalized to GlideOS's Google Sheets connection.

Choosing a source also affects scale, supported calculations, and usage accounting. Classic's documentation distinguishes ordinary tables from sources intended for larger datasets and notes limitations in some aggregations and computed columns. Changing a source later can require rebuilding parts of an app. Interoperability planning should therefore include both access to records and compatibility with the application's logic.

Preparing Reliable Information

Regardless of product, use stable identifiers for records and consistent formats for dates, quantities, and categories. Separate different business entities, such as customers, orders, and order lines, rather than placing unrelated information into one oversized table. Keep sample records identifiable so they cannot be mistaken for real transactions. These practices improve data quality and make generated relationships easier to inspect.

A spreadsheet can contain important business rules that are not obvious from column names. Color coding, comments, manually maintained totals, and exceptions may represent decisions that need explicit implementation. Document these rules before treating an imported app as equivalent to the original workbook. Validate totals and edge cases using examples whose correct answers are already known.

AI Capabilities

AI for Building and AI for Running an App

AI can help create an application, or it can perform a task when someone uses that application. These are separate activities: an AI-generated inventory screen does not necessarily need a model call whenever a user opens it. A feature that summarizes inspection notes does require AI during operation. GlideOS calls the latter Runtime AI and tracks it separately from work performed by its build agent.

This distinction helps with both architecture and cost estimation. Use ordinary calculations for exact arithmetic, explicit rules for known approval thresholds, and model-based processing where language or other unstructured material requires interpretation. A large language model should not silently become the authority for stock quantities or financial totals. Record which outputs are generated and which are directly calculated from stored data.

  • Usage | Glide Docs Explains build-agent activity, Runtime AI, credits, and usage reporting.

Glide Classic: Agent and AI Custom

Classic's Glide Agent can create an initial app from a description or spreadsheet using existing components and tables. Builders can then continue in the Data, Layout, and Workflow editors. The documentation labels this Agent as beta and identifies limitations involving workflow setup, advanced permissions, large transformations, and direct external integrations. Those limitations belong to Classic's Agent and should not be applied to GlideOS.

Classic's AI Custom feature generates individual interface components through prompts. It supports iterative refinement, images as design references, and connections to configured actions. Its documentation warns that a component initially binds to a single row unless its data configuration is expanded. A visually convincing component should therefore be checked for real data bindings rather than assumed to display live information.

Glide Classic: AI Data Transformations

Glide AI provides transformations that can be incorporated into columns or actions. Documented functions include audio transcription, document and image text extraction, text generation, and conversion of text into structured values such as choices, numbers, dates, and JSON. These operations connect speech recognition, document processing, classification, and summarization to application workflows. Classic's documentation states that Glide AI requires a paid plan and that generated answers need accuracy checks.

Function Illustrative application Suggested validation
Audio to Text Turn a technician's spoken notes into a written report. Check names, measurements, and technical vocabulary.
Document or Image to Text Extract information from a delivery document. Compare extracted fields with the original.
Text to Choice Categorize a support request. Limit categories and handle uncertain cases.
Text to Number or Date Extract a quantity or deadline from a message. Validate units, date format, and plausible ranges.
Generate Text Draft a customer update. Review factual statements before sending.
Text to JSON Produce structured information for a later workflow step. Validate required fields and data types.
  • Glide AI | Glide Docs Classic AI functions, structured outputs, configuration, and accuracy limitations.

Workflows and Integrations

GlideOS supports describing an automation in natural language and refining it through subsequent prompts. Its July 2026 workflow announcement identified scheduled, webhook, trigger, and manual initiation, along with readable steps and run inspection. A workflow can have multiple independently enabled triggers. The September 21, 2026 changelog states that Workflows and Integrations had moved out of beta.

Classic uses a visual Workflow Editor with app-interaction, scheduled, email, webhook, and manual workflows. Its documentation covers conditional sequences, loops, run histories, and error inspection. For example, a scheduled process can examine overdue records without requiring someone to press a button. These mechanisms provide practical automation while keeping the process connected to application data.

A reliable automation should define what happens when a step fails or an event arrives twice. For an order notification, store a durable identifier or sent status so a retry does not produce duplicate messages. Test on a limited dataset before allowing a loop to modify many records. Preserve enough execution information to explain which records changed and why.

Bring Your Own Agent with MCP

GlideOS offers a Model Context Protocol (MCP) connection through which compatible external AI agents can work with projects. The documented connection is available on Pro and Enterprise plans and is labeled beta in the MCP guide. An authenticated client acts with the connecting user's access, so its capabilities depend on permissions and the organization's plan. The service supports working with applications, data, and workflows.

Using an external agent changes where some AI work is billed, but does not remove Glide's operating costs. The external provider handles its agent's reasoning usage, while Glide credits still apply to work GlideOS performs, including Runtime AI, workflows, and integrations. Review the connection's permissions as carefully as those of a human collaborator. For business continuity, document who owns the connection and which processes depend on it.

Security, Permissions, and Publishing

Access to Apps and Access to Records

In GlideOS, publishing settings determine whether an app is invite-only, requires sign-in, or permits broader access. Its documentation states that projects and apps are visible to organization members by default, so “private to the organization” should not be interpreted as “visible only to the creator.” Guests can be invited to a specific app. Public access requires an eligible plan and should be configured with deliberate attention to the information shown.

Classic's Row Owners restrict which records a signed-in user can download. Glide enforces this restriction on its servers, which is stronger than merely hiding a component or filtering a displayed list. Multiple Row Owner columns create an OR relationship, meaning either authorized owner can access the row. A public staff directory and confidential employee records may therefore require separate representations of the information.

Testing Permissions

Test permissions with actual accounts representing each role, rather than relying only on the builder's preview. Check both the ability to see a record and the ability to change it, including through workflows and integrations. Keep privileged credentials in designated secret storage rather than visible fields or user-facing text. These checks connect privacy and cybersecurity to the specific application's design.

For AI-enabled workflows, send only the information needed for the task and treat incoming documents or messages as untrusted content. A prompt injection should not be able to authorize an action or expand a user's access. Where a generated output could trigger an external communication or important record change, use explicit validation and an appropriate review step. Platform security controls and application-specific correctness address different responsibilities.

Web and Mobile Delivery

Glide Classic apps are delivered through the web and can be shared by link or added to a device's home screen. Its publishing documentation describes draft mode, paid publishing, custom domains, and controls over layout publication. It also states that Classic apps are not indexed by search engines, which matters when considering a public marketing website. A business application and a search-focused content site have different requirements.

Publishing controls should not be mistaken for complete rollback protection. Classic's documented “Discard Changes” operation reverts layout changes, not data or workflow changes. Maintain a separate backup and recovery approach for operational information. Verify the corresponding behavior in GlideOS rather than assuming that Classic's controls transfer unchanged.

Practical Example: Equipment Maintenance

An equipment-maintenance application illustrates how data, interfaces, automation, and AI can work together. Employees could report an issue, technicians could manage assigned work, and supervisors could review outstanding jobs. AI could summarize a technician's notes, while explicit rules determine overdue status and required approval. This is an illustrative design, not a claim that every function is automatically configured by a template.

Table Example fields Purpose
Equipment Equipment ID, location, category, service interval Identify the asset being maintained.
Requests Request ID, equipment ID, description, reporter, priority Capture the original problem.
Work orders Work-order ID, assigned technician, due date, status Track the work required.
Service entries Entry ID, work-order ID, notes, attachments, completion time Preserve evidence of work performed.
Users User ID, role, team Support access and assignment rules. 
Create an equipment-maintenance application for employees,
technicians, and supervisors.

Employees can submit requests and view their own requests.
Technicians can view and update assigned work orders.
Supervisors can assign work and review completion.

Keep Equipment, Requests, Work Orders, Service Entries,
and Users as separate tables with stable identifiers.

Required behavior:
- Validate required fields before saving.
- Preserve original request descriptions and service notes.
- Calculate overdue status from due date and completion status.
- Require a supervisor review before closing designated jobs.
- Provide a dashboard with filters for location and status.
- Keep a record of important status changes.

Optional AI:
- Summarize service notes into a draft completion report.
- Label generated text and preserve the original notes.
- Do not invent measurements, parts used, or completed work.
- Keep ordinary work-order functions usable if AI fails.

Automation:
- Prepare a daily list of overdue work orders.
- Avoid duplicate notifications.
- Record failed workflow runs for review.

Before launch, test the entire path from submitting a request to closing a work order. Include a reassigned technician, an overdue job, an empty attachment, and an unavailable AI service. Verify that one employee cannot obtain another employee's restricted records and that reminders do not repeat unexpectedly. These are concrete acceptance tests for the intended process.

Pricing, Usage, and Planning

GlideOS lists Free, Basic, Plus, Pro, and Enterprise plans. Displayed starting monthly prices on November 2, 2026 were $0, $25, $50, $125, and custom pricing respectively. Free supports evaluation without publishing; higher tiers add publishing capacity, workflows, public apps, and organizational capabilities. Classic has separate plans, so its subscription should not be treated as a GlideOS entitlement.

GlideOS measures AI work using credits, including development conversations and Runtime AI. Monthly credits reset without rollover, while separately purchased extra credits have a documented twelve-month validity period. Its usage reporting separates build activity, application AI, workflows, and integrations. Actual consumption depends on the work performed, so a fixed cost per prompt is not a reliable planning assumption.

For a useful estimate, test a representative week of activity with realistic record volumes. Include repeated AI processing, scheduled jobs, integration calls, and the number of people using the system. Identify the operational effect of exhausting an allowance before deploying an essential workflow. Review the current plan and billing screens when purchasing, since limits and packaging can change.

Portability and Product Selection

Data export, application export, and a complete operational backup are different deliverables. A CSV file preserves records but does not, by itself, reproduce interfaces, permissions, workflows, attachments, or integrations. Likewise, access to project files should not be assumed to establish independent hosting rights or a complete migration path. Confirm the exact portability requirements before committing a long-lived process to a platform.

Glide is worth evaluating when the central problem involves structured records, repeatable tasks, and people who need a focused business interface. More specialized requirements, such as extensive offline operation, unusual device capabilities, or strict independent deployment, need explicit proof in a prototype. Compare options using AI Coding Agent Comparison and Visual and Low-Code Agent Builder Comparison, then test the requirements that would be hardest to change later. The most useful evaluation is a working business scenario with measured behavior, rather than an attractive generated screen alone.

Additional Viewing

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Introducing GlideOS is the video embedded in Glide's official GlideOS introduction. It accompanies the explanation of conversational development and project-based organization, making it a useful visual companion to the GlideOS sections above. Use the current documentation to confirm any interface details shown in the demonstration.

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Introducing Glide AI is linked from Glide's official Classic AI documentation. It supports the distinction between building an app with AI and adding AI transformations to an app's data and actions. Treat it as Classic material and check the current function documentation for available settings and usage charges.

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Row Owners is the instructional video linked from Glide's Classic security documentation. It is relevant to the difference between controlling a screen's appearance and restricting access to the underlying records. Apply the current documented rules and verify the result with accounts representing different users.

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