Scattered assistants
Different teams adopt different assistants, with no shared structure or oversight.
Tracey Enterprise
The governed AI workspace for company operations.
Manage who can use which agents, what those agents can access, which tools they can call, what policies apply, and where the work is saved — all in one private workspace.
Use trusted AI engines underneath. Keep the company layer governed and in one place.
User access
Agent governance
Tool permissions
Security layers
Compliance workflows
Durable records
Tracey Enterprise is a governed AI operations layer — not a generic SaaS tool.
The problem
Companies do not need 50 disconnected AI tools.
AI usage spreads fast, and so does the fragmentation. The cost is rarely the model — it's the lack of a layer around it.
Copied files and prompts
Sensitive files get copied around and prompts run ungoverned across tools.
Outputs lost in history
Useful work disappears into chat logs, and sensitive tools run without approvals.
No clarity on who did what
There's little record of who used which capability, on what, or why.
The model
Admins manage the AI operating layer.
Instead of every employee assembling their own AI setup, admins define the workspace once: who the users are, which agents exist, what files and workspaces they touch, which tools and integrations are available, and what gets reviewed or approved.
One governed layer, defined by admins.
- Users
- Agents
- Files & workspaces
- Plugins / MCP / APIs
- Review & approval
- Compliance rules
Agents
Each agent can have a role, scope, and toolset.
Agents are shaped around the work a team actually does — not one generic assistant trying to cover everything. Each one carries the properties that make it governable.
role-specific name
instructions
allowed workspace roots
reference files
policy context
plugin access
MCP server access
action shortcuts
file / artifact boundaries
audit-relevant outputs
role · agent map
Finance
Finance agent
Legal
Legal review agent
Sales
Sales research agent
Engineering
Engineering support agent
Executives
Executive reporting agent
Support
Customer support agent
Operations
Operations agent
Illustrative mapping. Admins define the roles, agents, and access that fit the company.
Security
Security is built around identity, scope, tools, and execution.
Rather than one perimeter, Tracey Enterprise layers controls from who a user is all the way through to what is recorded.
Identity
Every request is tied to an authenticated user.
User scope
Each user reaches only the agents and areas they're granted.
Workspace isolation
Work stays inside the workspace boundaries it belongs to.
Agent scope
Agents operate within a defined role and remit.
Tool access
Which tools an agent may call is explicitly controlled.
File boundaries
File and artifact access is scoped to what's permitted.
Guardrails
A lightweight policy check can run in front of execution.
Human approval
Sensitive actions can require a person to sign off.
Records
Outputs and actions are kept as durable, reviewable records.
Before a prompt reaches a powerful agent or a sensitive tool, the request can be checked — a policy checkpoint in front of execution.
Compliance
Tracey can support compliance without slowing down work.
The controls that make AI auditable are built into the way work already flows — not bolted on as a separate process.
In practice
Controls that travel with the work.
Controlled user access and scoped agents keep usage inside its remit. Approval checkpoints and sensitive-tool restrictions sit in front of risky actions. Durable artifacts, saved plans, and job history make the work reviewable after the fact.
Policy-aware, auditable, and company-owned.
- Controlled user access
- Scoped agents
- Approval checkpoints
- Sensitive-tool restrictions
- Durable artifacts
- Saved plans
- Job history
- Policy-aware prompts
- Auditable workflows
- Private deployment
- Company-owned context & outputs
Capabilities
Bring the tools into the governed workspace.
Connect the capabilities a company already relies on — and manage how they're used from one place.
AI tools and apps
External AI services and business apps connect into the workspace, so they're reached through governed agents rather than scattered logins.
Plugins and MCP servers
Plugins and MCP servers extend what agents can do, while admins decide which agents may use them.
Scripts, APIs, internal systems
Local scripts, APIs, and internal systems become callable capabilities — under the same access and policy controls.
One place to manage how capabilities are used.
company memory
Plans & reportsSaved
Generated files & artifactsKept
Conversation historySearchable
Job resultsRecorded
Reusable workflowsVersioned
Agent instructions & knowledgeOwned
Durable work
AI output should become company memory.
The point of governed AI work isn't a stream of answers — it's a growing body of company knowledge. Tracey is designed to preserve plans, reports, files, artifacts, history, job results, workflows, agent instructions, and operating knowledge.
Tracey Enterprise
Move from AI usage to AI operations.
Tracey Enterprise gives companies the layer they need around AI: users, agents, tools, files, security, compliance, workflows, and durable outputs.