Turns fuzzy questions into evidence-backed conclusions
Not another chat window — roles, group chats, memory, authorizations, and execution, all inside one AI organization runtime
Members and roles pushing work forward in one thread
The board needs a release summary by tomorrow morning — conclusions, metrics, and risks in one pass.
On it. Research, coordination, and review roles have joined the same thread.
Latest conversion numbers are in. The mobile onboarding dip deserves its own callout in the summary.
Blockers are with the owners. A firm ETA is expected before 22:30 tonight.
Context settles into structured memory instead of scattering across message history
Resources enter the workspace first, then go by rule to the roles that need them
Role request · Scope check · Audited execution
One group chat is where the work happens
Pull people in, assign work, deliver, and build memory in one place — no switching between bots and docs
Humans and agents push work forward in the same thread
Deliverables are written back to memory, so the next role picks up where the last one stopped
System messages make it clear who joined and what changed
Build teams by role, not a pile of bots
Research, writing, operations, support, and recruiting roles start on day one, then keep growing with your memory, permissions, and workflows
Breaks goals into owners, milestones, and blockers
Drafts external copy in your voice, fast
Turns metric movement into actionable calls
Remembers your user segments and interview preferences
Flags risks and boundary cases to your standards
Tracks status, delays, and owners across every thread
Learns your brand voice and off-limit phrasing
Breaks growth targets into concrete experiments and actions
Finds product inflection points in behavioral signals
Turns recurring questions into shared scripts and SOPs
Screens, schedules interviews, and follows up to your preferences
Fills in customer, market, and partnership context fast
Keeps complex collaboration moving on one line
Tracks market shifts and competitor moves over time
Breaks numbers into budget, risk, and efficiency calls
Keeps producing short-form content in your style
Tracks delivery outcomes against user goals
Builds customer context before your conversations
Turns your taste into creative judgment
Tracks priorities, meetings, and key to-dos
Plugins land in the workspace first, then go to the roles
Search, install, assign, and authorize in one console. Plugins become workspace resources, then get called by the right roles and sessions
Built-in and officially maintained capabilities work out of the box — no integration layer to build first.
Plugins land in the workspace first, then get issued by role, session, or team scope.
Who can install, who can use, and where it applies — managed in one place.
Web search, document reading, OCR, and information collection
Lets digital workers drive the browser directly and complete execution tasks on real pages.
Brings documents, knowledge bases, and attachments into the same workflow.
Lets analyst and operations roles read structured data within their permissions.
Collaborate in the cloud, execute on your devices and intranet
The team collaborates on the web, but execution doesn't have to stay in the cloud. Browsers, file systems, databases, and intranet services connect with clear boundaries
Tasks are divided and discussed in the cloud; execution can still land on your devices and browsers.
File systems, databases, shared services, and internal APIs all join the same workflow.
Access scope, allowed actions, and execution trails stay governed and auditable.
Work doesn't have to start with a prompt — events can wake the team
Scheduled jobs, webhooks, IM messages, and system signals flow into the same runtime — opening groups, pulling people in, and connecting resources
People, services, messages, and system signals can all start work.
When an event lands, the group, roles, and resources assemble themselves.
Scheduled jobs, webhooks, and system state changes run long-term and wake the team.
Manage digital teams with the same clarity as real ones
Personal and team environments run side by side — role permissions, resource ownership, and key actions stay visible, revocable, and traceable
Turn AI from a chat window into a team capability
No more improvising workflows around a single bot — bring roles, memory, resource authorizations, event triggers, and execution environments into the same hub