SoftTech AI Registry
Canva · Canva AI

AI 2.0 Agentic Orchestration

The orchestration layer of Canva AI 2.0. Canva documents it as interpreting a user's intent, selecting the appropriate Canva capabilities and coordinating them into a completed design outcome, including creating and directly editing persistent Canva designs, documents, sheets and code, drawing on connected third-party applications for context, and running scheduled tasks in the background.

Recorded characteristics

Function
Canva documents Canva AI 2.0 as a conversational, agentic layer across the Canva Visual Suite. Canva states that agentic orchestration "gives Canva AI access to Canva's complete design engine, calling the right tools at the right time", and that Canva AI understands the user's intent, selects the right capabilities and coordinates them into a complete outcome. In the editor, Canva states that the user describes what they want to change and "the agent reads your design, figures out the edits, and applies them directly on the canvas". Canva help documentation describes generation of designs, images, docs, code and video clips from the homepage; conversational refinement in the editor; improving a design; generating style variations on new pages; resizing or flipping a design; adding pages to a presentation from an attached document; bulk edits across all pages; theme transformation; and Gantt chart generation. Canva also documents Memory Library personalisation, Web Research, Brand Kit/Brand Template application, Sheets generation and Canva Code, and Scheduled Tasks that create or update content automatically. Canva describes output as built from individual, editable objects rather than a flat locked image.
Data access
Canva-native context positively documented: the open design and its elements (Canva states the agent "reads your design"); user-attached context, comprising uploaded device files, the user's own Canva designs ("Add from Canva"), imported files from connected apps, and web sources; Brand Kits and Brand Templates where the team uses them; chat history within Canva AI; and Memory Library, which Canva states builds a profile from the user's most relevant recent designs and documents and from their Canva AI conversations. Web Research retrieves current information from the public web. External context is available only through Connectors that the individual user explicitly connects and authorises. Canva names Slack, Gmail, Google Drive, Google Calendar, Notion, Zoom, HubSpot, Microsoft, Atlassian and Linear, and maintains a separate published list of supported apps. Canva documents that a connected app must additionally be toggled on to be used as context, that a maximum of five apps can be active at a time, and that toggling an app off stops Canva AI using it as context without disconnecting it. Connector availability does not mean any particular user or organisation has any of these sources connected.
Actions
Can take actions
External actions
Unknown
Human confirmation
Conditional
Permission basis
Not established
Administrative control
Canva documents owner/admin access controls for Canva Teams, Canva Business, Canva Enterprise and Canva Education under Settings > Controls and permissions > Permissions > Magic and AI. The controlled list explicitly includes "Canva AI" and separately includes Canva Code, Magic Write, Magic Design, Magic Media, Dream Lab, AI Shapes, AI Charts, Image to Video, AI music and sound effects, and "Use team content to generate AI responses". Canva also documents separate brand permissions governing whether AI experiences may use Brand Kit and Brand Template context for on-brand generation. Canva documents user-level control of Memory Library, including viewing and editing the About Me page, deleting it, and turning Memory Library off. Connector authorisation is performed by the individual user, and connected apps can be disconnected from Canva settings. Canva help documentation for Canva AI 2.0 does not establish a dedicated administrator control specifically governing Scheduled Tasks, Connectors as a class, or the agentic orchestration layer separately from the "Canva AI" toggle.
Default state
Conditional
Availability
Canva announced Canva AI 2.0 on 15 April 2026 as a research preview, with general availability stated to roll out over subsequent weeks. As of September 2026 Canva help documentation describes Canva AI 2.0 as launched and operational, covering conversational editing, Memory Library, Connectors, Web Research, Scheduled Tasks, Sheets and Code, so the record is not held at research-preview status. Rollout is nonetheless documented as incomplete: the conversational design-refinement help article states "This isn't available for everyone just yet", the Canva AI product page still labels the AI 2.0 sections "Coming Soon", and the Scheduled Tasks instructions state that if the user does not see the feature "it may not be available on your account yet". Canva states Canva AI 2.0 features including Memory Library and Connectors require Canva Pro, Canva Teams, Canva Business or Canva Nonprofit; the conversational editing article names Canva Pro, Canva Business and Canva Enterprise, desktop and mobile. Canva Education and Free accounts are limited to Canva AI 1.0 features and some AI tools with limited monthly usage. Canva lists Canva AI language support including English, Spanish, Portuguese, French, German, Italian, Dutch, Polish, Turkish, Arabic, Japanese, Korean, Chinese (Simplified and Traditional), Indonesian, Thai, Vietnamese and Hindi, and states that some features may support fewer languages; Canva does not establish that the full AI 2.0 agentic feature set is available in every listed language or region. Canva documents a limit of ten scheduled tasks at a time, that each scheduled run creates a new chat, and that connecting apps from the editor is not available in the Canva mobile app.
Licensing
Canva states that Canva AI 2.0 features, including Memory Library and Connectors, are available on Canva Pro, Canva Teams, Canva Business and Canva Nonprofit, and elsewhere names Canva Pro, Canva Business and Canva Enterprise for conversational design refinement. Canva states Canva Teams is no longer available for new sign-ups or upgrades. Canva Education and Free accounts receive Canva AI 1.0 features and limited monthly usage of some AI tools. Canva refers to AI usage allowances governing how these features consume a plan's AI usage. No separate per-seat price for the agentic orchestration layer is established in the sources reviewed.
External model or provider
Canva states that Canva AI 2.0 is powered by the Canva Design Model, which Canva describes as "the world's first foundation model built to understand the structure, hierarchy, and complexity of real-world design" and credits with generating fully layered, editable output from a single prompt. Canva does not identify, in the sources reviewed, which specific runtime models or third-party providers serve the orchestration, planning, conversational, web research, connector retrieval or scheduled-execution functions. Canva's other published material elsewhere references a combination of in-house and third-party models; those relationships are not attributed to this capability because current Canva documentation does not establish them for AI 2.0 agentic orchestration.
Limitations and uncertainty
Scope boundary: this record covers the AI 2.0 orchestration layer only. Canva Code 2.0, Sheets AI, Web Research, Brand Intelligence, Magic Layers, individual Magic Studio tools, the Canva AI Connector and the Canva MCP Server are not recorded here merely because the orchestration layer can invoke them. Direction boundary: the Canva AI Connector and Canva MCP Server let external AI assistants such as Claude, ChatGPT and Cursor invoke Canva. That is the opposite direction from Canva AI 2.0 invoking external systems, and write behaviour documented for the MCP Server is not attributed to this capability. External actions: Canva documents Connectors as supplying conversations, content and context from connected applications to Canva AI. Current Canva documentation reviewed does not establish that Canva AI 2.0 itself sends email, posts to Slack, modifies CRM records, creates external calendar events, changes external files or triggers consequential external workflows, so external action capability is recorded as unknown rather than as absent. Publishing: Canva's platform supports publishing and sharing, and the launch announcement describes going from idea to "published work in one place". That is a platform statement. Current documentation reviewed does not establish that the agentic orchestration layer autonomously publishes or distributes generated material, and generating an artifact on a schedule is not the same as publishing or sending it. Human confirmation: recorded as conditional because documented behaviour varies. In-editor edits are applied directly to the canvas as the agent works, with the user able to press Stop mid-task and Canva warning that open-ended prompts "may lead to broader changes than you intended" — no per-change approval step is documented. Some homepage generations require the user to select a generated result and choose "Use Canva Editor" before continuing. Scheduled tasks are documented as running automatically in the background, including while the user is offline, with a notification on completion, which is execution without contemporaneous human confirmation for those runs. Permission basis: recorded as not established. Canva documents plan entitlement, admin feature access and per-user connector authorisation, but does not state the runtime identity or authority under which the agent operates. The specific unresolved question is under whose authority an offline scheduled task executes, and what design, team-content and connector scope that background run carries. Memory Library: Canva documents that it builds a profile from the user's most relevant recent designs and documents and from Canva AI conversations, surfaced as an editable, user-owned "About Me" Canva Doc that can be reviewed, edited, deleted and regenerated, and that Memory Library can be turned off. Canva states Memory Library "can make mistakes". Retention periods, whether memory is shared at team level, and administrator-level memory controls are not established in the documentation reviewed. Default state: recorded as conditional. Canva states Magic features are enabled for all team members by default on Canva Teams and Canva Business, while on Canva Education only administrators and teachers have access by default, and availability is additionally gated by plan and by an incomplete rollout. Monitoring: no monitor was enabled for this record. Every Canva page tested returned HTTP 403 with a 192-character JavaScript-challenge page to the Registry's fetcher.

Evidence