CCortex

Roadmap. What works today and what ships next.

Every item below is either live in the product or planned. Nothing here is a mockup. Updated 9 October 2026.

43% of 91 items shipped
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Workspace and docs. Where the team writes things down.

6 of 13 shipped
  • Docs with autosave
    Slash menu, task lists, version history.
    Shipped
  • Folders, private and shared
    Your own space next to the workspace tree.
    Shipped
  • Search everything with ⌘K
    Docs, databases, agents and sites in one box.
    Shipped
  • Trash and favorites
    Deleted items come back with one click.
    Shipped
  • Files
    Upload, preview and share files up to 1 GB per workspace.
    Shipped
  • PDF export
    Any doc becomes a PDF saved next to it.
    Shipped
  • Richer editor
    Images, tables, callouts, toggles, columns and code blocks.
    Next
  • Mentions and backlinks
    @ a page, embed a live database view, see what links here.
    Next
  • Comments
    Threads in the margin, replies, reactions, resolve.
    Next
  • Notifications
    Mentions, replies, shares and agent questions in one bell.
    Next
  • Smart folders
    Saved searches that stay in the sidebar.
    Next
  • Workspace settings
    Icon, delete workspace, every past version restorable.
    Next
  • Live co-editing
    Several people in one doc with cursors.
    After launch

Databases. Tables that hold the work, not just the notes.

7 of 12 shipped
  • 23 property types
    Text, numbers, dates, people, files, selects and more.
    Shipped
  • Relations, lookups, rollups
    Two-way links between tables with totals across them.
    Shipped
  • Formulas
    A formula engine with the functions people expect.
    Shipped
  • Six views
    Table, board, list, gallery, calendar and timeline.
    Shipped
  • Filters, sorts, groups
    Saved as view tabs anyone can switch between.
    Shipped
  • CSV in and out
    Columns come in typed; relations export as names.
    Shipped
  • Data endpoints
    JSON, CSV and calendar feeds, plus form posts into a table.
    Shipped
  • 20 more formula functions
    Dates, text padding, rounding and relation math.
    Next
  • Row history
    Every change kept, any version restorable.
    Next
  • Where each value came from
    Who set a cell, which agent run or import, and when.
    Next
  • Confidence on cells
    Agents mark how sure they are; filter the shaky ones.
    Next
  • Templates and duplication
    Row templates, duplicate a database, reorder columns.
    Next

AI chat. Ask about your data and get a number with a source.

7 of 14 shipped
  • Chat with your workspace
    @ for context, / for skills, tools that read and write.
    Shipped
  • Your own AI keys
    Anthropic, OpenAI, Google and xAI, scoped to you or the team.
    Shipped
  • Your existing AI plan
    Run chat on a ChatGPT or SuperGrok subscription.
    Shipped
  • Credits with a hard stop
    Platform AI pauses at zero instead of running up a bill.
    Shipped
  • Skills
    Write a SKILL.md once, reuse it in chat and agents.
    Shipped
  • Flat cost as you grow
    The AI sees your schema, not every row, so prompts stay small.
    Shipped
  • Totals without dumping rows
    Counts, sums and averages computed on the server.
    Shipped
  • Semantic search and memory
    Find things by meaning across docs, rows and files.
    Next
  • Web search
    Search the web and pull clean text from a page.
    Next
  • Chat that survives a closed tab
    The answer keeps writing while you are away.
    Next
  • Large results on demand
    Big tool results paged in, not pasted into the prompt.
    Next
  • Answers that cite
    Fetches before stating a number, says when it found nothing.
    Next
  • Nine model providers
    Automatic fallback when one is down or rate limited.
    Next
  • Who pays, per person
    The workspace or the person covers each member's AI.
    Next

Agents. Describe the job once and it runs every morning.

5 of 12 shipped
  • Agents are code you approve
    The AI writes the script; every run repeats it.
    Shipped
  • Four kinds of trigger
    Manual, schedule, data change and webhook.
    Shipped
  • Run history
    Every run with its log and result.
    Shipped
  • Checked on save
    A broken script is rejected with the line that failed.
    Shipped
  • Spend limit per agent
    A monthly credit cap no run can cross.
    Shipped
  • Agents that ask first
    A run pauses with a question and waits for your answer.
    Next
  • Agent health
    Smoke tests, run receipts, auto-pause after repeated failures.
    Next
  • Long tasks and batch jobs
    Work over thousands of rows that resumes after a failure.
    Next
  • Checkpoints
    A failed run picks up from its last good step.
    Next
  • Review before save
    Warns on unbounded loops, unfiltered writes, secrets in code.
    Next
  • Agent teams
    Several roles on one goal, a lead merges their work.
    Next
  • Roles that learn
    Each role keeps lessons you approve, shared across workspaces.
    Next

Integrations. Connect the tools the team already pays for.

2 of 10 shipped
  • Gmail, Slack, Telegram, Notion
    Connected out of the box.
    Shipped
  • Any service with an API
    Agents call it through a stored credential.
    Shipped
  • One-click app sign-in
    Connect apps with OAuth; tokens refresh on their own.
    In progress
  • Gmail with Google sign-in
    Send from your address, start agents on new mail.
    Next
  • Drive and Calendar
    Read, search and create files and events.
    Next
  • Notion import
    Bring pages and databases over as they are.
    Next
  • 80 apps
    HubSpot, Salesforce, Stripe, Shopify, Linear, Jira, Xero and more.
    Next
  • Any MCP server
    Plug in a remote MCP server as a connection.
    Next
  • Workspace secrets
    Store keys once, use them from any agent.
    Next
  • Connection health
    A daily check on every connection, with alerts.
    Next

Sites and sharing. Publish from the data instead of copying it out.

5 of 12 shipped
  • Sites on live data
    Describe a page; it is written, hosted and kept in sync.
    Shipped
  • AI edits and versions
    Change a site in words, roll back any publish.
    Shipped
  • Sharing per item
    Private, named people or the whole workspace, with roles.
    Shipped
  • Public links
    With an optional email gate before the page opens.
    Shipped
  • AI projects
    Plan, build and install a whole setup from a prompt.
    Shipped
  • Custom domains
    Serve a site on your own address.
    Next
  • Site components
    Reusable blocks and assets across sites.
    Next
  • Site error reports
    Errors from visitors' browsers show up next to the page.
    Next
  • Share analytics
    Time per page, forwards and who opened it.
    Next
  • Share across workspaces
    Built for agencies running many client workspaces.
    Next
  • Project updates
    Installed projects pull updates from their author.
    Next
  • Build from a GitHub link
    Paste a repo, get a working project.
    Next

Email and messaging. Reach people where they already read.

2 of 6 shipped
  • Newsletters from any page
    Personalised per reader from a table.
    Shipped
  • Opens and unsubscribes
    Tracked per recipient, with send logs.
    Shipped
  • Workspace bots
    Telegram and Slack bots that answer from your workspace.
    Next
  • Mail client
    Inbox, drafts, snooze and scheduled send inside the workspace.
    After launch
  • WhatsApp and voice
    WhatsApp bots, voice notes in, spoken replies out.
    After launch
  • Bot guardrails
    Approval rules and guard agents before a bot replies.
    After launch

Developers. Everything the app does, reachable from code.

3 of 5 shipped
  • MCP server
    Claude, Cursor and other AI clients work in your workspace.
    Shipped
  • API tokens
    Per person, revocable from Settings.
    Shipped
  • Docs and tool reference
    Every tool with its inputs, generated from the code.
    Shipped
  • MCP sign-in with OAuth
    Connect an AI client without pasting a token.
    Next
  • Read links for AI tools
    Scoped, revocable links to one page or table.
    Next

Machines and billing. Pay for what runs, never for idle time.

2 of 7 shipped
  • Machines that turn themselves off
    Start when an agent needs one, stop when it ends.
    Shipped
  • Free plan
    Unlimited collaborators and guests.
    Shipped
  • Isolated agent runs
    Every untrusted agent in its own microVM.
    Next
  • Five machine sizes
    From 0.5 vCPU to 6 vCPU, billed by the hour.
    Next
  • Browser with takeover
    Agents browse; you step in for a login or captcha.
    Next
  • Advanced plan checkout
    Card payment and a billing portal.
    Next
  • Credit top-ups
    Buy credits, see a spending forecast per agent.
    Next

Missing something you need? Tell us and it moves up the list.