Notion is turning AI into a platform layer; Craft is tightening the workspace core
A PM brief on Notion's latest AI and developer-platform moves versus Craft's task, performance, pricing, and user-controlled AI signals, with concrete implications for Coda's roadmap.
Notion's latest release changes the competitive question for Coda. It is no longer enough to compare page editing, databases, or AI writing help. Notion is trying to make the workspace itself an orchestration layer for agents, connected data, Microsoft files, meetings, and enterprise controls. 1
Craft is moving in a different direction. Its current update emphasizes task management, speed, platform reliability, and a time-limited 40% recurring discount on Plus and Family plans. Its AI posture is more about user control: users can connect OpenAI or Anthropic credentials, use local models, and connect external AI tools through API or MCP paths. 2345
Executive read
| Product | What changed | PM classification | Coda implication |
|---|---|---|---|
| Notion | External Agents let teams assign work to agents such as Claude and Cursor from inside Notion, with agents visible in a shared team workspace. 1 | AI strategy shift | This is a direct competitive threat if Coda's AI story remains centered on doc-level assistance instead of multi-agent workflow control. |
| Notion | Notion Agents can read and create PPTX, XLSX, DOCX, PDFs, and Outlook-driven mail or calendar workflows. 1 | Core capability upgrade | Coda should treat Microsoft-file fluency as table stakes for enterprise AI workflows, especially finance, legal, and GTM teams. |
| Notion | Workers, database sync, webhooks, and custom agent tools move Notion into hosted developer-platform territory. Workers are free during beta and start using credits on August 11, 2026. 6 | Direct competitive threat | This narrows Coda's historical advantage in programmable docs, packs, and automation. The battleground shifts to which platform makes extensions easier, safer, and cheaper to operate. |
| Notion | The audit log now includes Custom Agent activity, and Slack Enterprise Grid support extends Custom Agents across a full Slack org. 1 | Enterprise capability launch | Coda needs an admin-facing AI governance narrative: visibility, approvals, spending limits, and traceability by default. |
| Craft | The All Tasks view aggregates tasks across an entire Space, with Inbox, Today, Upcoming, and All Tasks views plus sorting, grouping, filtering, multi-select, reminders, and calendar/daily-note integration. 2 | Experience improvement | Craft is tightening a personal/team productivity loop rather than chasing full enterprise automation. Coda should watch whether lightweight task capture improves retention for small teams. |
| Craft | Typing can be up to 5x faster in large documents, document opening is up to 2.3x faster, and Windows has been reworked for stability. 2 | Experience improvement | Performance is a competitive feature. Coda should keep measuring perceived speed in large docs, large tables, and cross-platform editing, not just backend latency. |
| Craft | Craft supports OpenAI and Anthropic provider connections, local models, cloud-model quotas, and API/MCP access for external workflows. 37 | AI strategy shift | Craft is competing on trust, cost control, and openness. Coda should decide whether it wants a similar user-controlled AI lane or a more opinionated managed-agent lane. |
| Craft | Plus is listed at $8 per month before the current web discount, with 50 AI assistant credits per month, unlimited content, unlimited storage, and API/MCP access; the current promotion cuts Plus and Family by 40% for life for new web upgrades. 28 | Pricing and packaging pressure | Craft is using simple individual pricing plus recurring discounts to lower switching friction. Coda should watch whether this pulls creators and small teams away from heavier workspace bundles. |
Notion: AI is becoming the product surface
The Notion 3.6 release makes the agent board the center of the story. External Agents are framed as teammates: users can assign them tasks from a shared board, @-mention them, and watch them run. Claude and Cursor are the first supported agents. 1
That matters because it changes the unit of competition. A doc editor with AI can help a user write. An agent workspace can coordinate a process: route a ticket, ask a coding agent for a fix, pull in a teammate for approval, and leave the record in the same operating surface. Notion is positioning the workspace as the place where human work and agent work become visible to each other.
The second move is file and enterprise adjacency. Notion Agents now work with PowerPoint, Excel, Word, PDFs, Outlook Mail, and Outlook Calendar. They can read those files for context and create new files from Notion pages or databases. 1 For Coda, the warning is practical: enterprise users may not care whether the future is a doc, a table, or an agent if the tool can sit comfortably next to the Microsoft stack they already use.
The developer-platform release from May deepens that threat. Notion introduced hosted Workers for database sync, custom agent tools, and webhook-triggered workflows. The release also describes database sync for any API-backed data source, a CLI for developers and coding agents, Markdown API support, and a more token-efficient MCP implementation. 6
This is the part Coda should take personally. Coda has long had a strong argument around programmable documents, tables, automations, and packs. Notion is now trying to absorb that argument into an AI-native developer surface: sync the data, run the code, expose tools to agents, and keep the result inside Notion.
Craft: core workflow polish plus user-controlled AI
Craft's current release is less threatening at the enterprise-platform layer but more dangerous at the daily-use layer. The new All Tasks view gives users one place to see every task across a Space. The release adds Inbox, Today, Upcoming, and All Tasks views, multi-select, keyboard shortcuts, natural-language date picking, Apple Reminders integration, Daily Note integration, and a refreshed Calendar. 2
That is not just a task feature. It turns Craft from a beautiful document app into a more complete personal operating system for notes, tasks, and planning. If the experience feels lighter than Coda for everyday capture, Craft can keep winning users who do not yet need a full app-like workspace.
Craft is also putting visible effort into speed. Its latest page says typing in large documents can be up to 5x faster, document opening up to 2.3x faster, and task/calendar pages faster to load. It also describes smoother navigation, lower CPU usage, better battery life, and a large Windows rework focused on stability. 2
The AI story is deliberately different from Notion's. Craft says users can connect OpenAI through ChatGPT sign-in or an API key, connect Anthropic with an API key, use local models, and avoid spending Craft AI credits when a connected provider is active. 3 Its help center also says Craft Assistant can work across Documents, Tasks, Calendar, Collections, Code Editor, and browse views, with Explore and Execute modes for proposed versus direct edits. 9
Craft's API and MCP documentation point in the same direction. Both now describe full space-level access, search across documents, daily notes and tasks, document creation/update/deletion, collection management, and advanced search. MCP connections can be scoped to selected content, daily notes, or custom document sets. 45
The practical read: Craft wants AI to be portable and user-controlled. Notion wants AI to be orchestrated and administered. Coda has to decide where its own center of gravity should sit.
Notion vs. Craft: where the pressure lands
| Dimension | Notion signal | Craft signal | Pressure on Coda |
|---|---|---|---|
| AI positioning | Managed agents inside the workspace, with external agent orchestration, enterprise audit visibility, and Microsoft context. 1 | User-choice AI: connected OpenAI or Anthropic providers, local models, MCP/API access, and explicit usage quotas. 37 | Coda should clarify whether it is the controlled enterprise AI workspace, the user-programmable AI doc, or both with a clean boundary. |
| Structured data | Database sync, AI Autofill powered by Custom Agents, rollup formatting, dashboard views, and developer tools for creating/updating databases. 610 | Collections support database-style tables, Gallery, Table, and Kanban layouts, custom fields, sorting, filtering, grouping, relational fields, and AI analysis of collection properties. 11 | Coda should keep its table advantage visible through workflows, not just schema power. The competitive bar is becoming "structured work that feels effortless." |
| Collaboration and permissions | Enterprise audit logs, granular database permissions, SAML SSO, private teamspaces, SCIM, DLP/SIEM connections, and advanced workspace controls appear in product and pricing surfaces. 12 | Craft focuses more on selected-space access, scoped API/MCP connections, shared spaces, and family/team bundles. 48 | Notion is the enterprise threat; Craft is the trust-and-simplicity threat. Coda should not use the same response for both. |
| Mobile and cross-platform | Notion recently added a new mobile home tab for home, chats, meetings, and inbox access. 10 | Craft is investing in Web, Windows, Android beta, iOS/iPadOS task interactions, Apple Reminders, and battery/CPU improvements. 213 | Cross-platform polish should be treated as roadmap defense, not maintenance. |
| Pricing | Business is listed at $20 per member per month and includes Notion Agent, AI Meeting Notes, Enterprise Search beta, SAML SSO, granular database permissions, and premium connections. Custom Agents require Notion credits. 12 | Craft Plus is listed at $8 per month before the current web promotion, and the current What's New page advertises 40% off Plus and Family plans for life for qualifying web upgrades. 28 | Coda should watch both bundle value and perceived price simplicity, especially for individual creators and small teams. |
Feature trend analysis
1. Agents are moving from chat to workflow control
Notion is treating agents as schedulable, governable, workspace-visible actors. Custom Agents can be duplicated, connected to more tools, governed through admin controls, and tracked in audit logs. 114 Coda should assume buyers will start asking how AI actions are approved, logged, rolled back, billed, and scoped.
2. Structured data is the new AI substrate
Both products are tying AI to structured work. Notion is connecting agents to databases, AI Autofill, database sync, rollups, Workers, and custom tools. Craft is making Collections more editable and exposing documents, tasks, daily notes, and collections through API/MCP. 46
The roadmap question for Coda: how much of the product should be optimized for humans editing tables, and how much should be optimized for agents safely reading, writing, and transforming them?
3. Performance and trust are part of product strategy
Craft is using speed, battery life, Windows reliability, local/on-device AI, and provider choice as differentiation. 2315 Notion is using enterprise controls and auditability to make AI acceptable to larger organizations. 1
Coda should treat reliability, governance, and cost predictability as product features. They are now visible competitive claims.
Recommended Coda watchlist
- Agent governance surface: Track whether Notion expands agent audit logs, spending controls, approval flows, and workspace-level policy. If it does, Coda should ship a crisp admin story before agents feel risky in regulated teams.
- Programmability battle: Compare Notion Workers with Coda Packs and automations on setup time, hosted runtime limits, pricing, debugging, and permission scoping. This is the most direct strategic overlap.
- Microsoft workflow coverage: Watch how deeply Notion Agents handle Excel, PowerPoint, Word, Outlook, and Teams. Coda should identify the top Microsoft-adjacent workflows where it can be meaningfully better rather than merely compatible.
- Craft's creator/small-team pull: Monitor whether Craft's lower-price Plus plan, recurring discounts, and speed improvements shift sentiment among solo operators, writers, and lightweight teams.
- Open AI posture: Watch BYOK, local models, MCP, and quota-free external AI usage in Craft. If users start seeing those as table stakes, Coda may need a clear answer for customers who already pay for Claude, ChatGPT, or internal model access.
Bottom line
Notion is the bigger strategic threat this week because it is attacking Coda's programmable-workspace territory from the AI side. Craft is the quieter threat: it is polishing the daily workflow, keeping pricing simple, and letting users bring their own AI stack.
For Coda, the near-term roadmap question is not "Should we add more AI?" It is sharper: what work should Coda's AI be allowed to do, where should humans approve it, what structured data can it safely touch, and why should a team choose that model over Notion's orchestration layer or Craft's user-controlled approach?
References
- 1
- 2What's new - Craft
craft.do
- 3Connect to AI Providers - Craft Help Center
support.craft.do
- 4Craft API - Craft Help Center
support.craft.do
- 5MCP - Craft Help Center
support.craft.do
- 6
- 7Usage & Limits - Craft Help Center
support.craft.do
- 8Craft Pricing Plans
craft.do
- 9AI Assistant - Craft Help Center
support.craft.do
- 10What's New - Notion
notion.com
- 11Collections - Craft Help Center
support.craft.do
- 12
- 13Thanksgiving with Craft
craft.do
- 14April 14, 2026 - Notion 3.4, part 2
notion.com
- 15Choosing AI Models - Craft Help Center
support.craft.do
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