tot-enterprise
AI-assisted development your business can actually control.
tot-enterprise — shared environment where your team writes code with AI agents under a single set of rules. Constitution, roles, budgets, and audit log — out of the box. No more shadow AI or ungoverned copilots.
The problem
AI in your team today is a black box.
Every developer uses their own AI tools with their own prompts. No shared rules, no cost visibility, no audit trail. The bigger the team, the harder it gets.
No governance
AI agents can modify any file, ignore architecture decisions, and bypass code review. You find out after the PR is merged.
Hidden costs
No way to see how much each developer, team, or project spends on AI. Budget surprises at the end of the month.
Security risks
API keys, credentials, and internal data leak to third-party AI providers without anyone knowing.
What is tot-enterprise
One workspace. Shared rules. Full visibility.
tot-enterprise is a shared development environment where your entire team works with AI agents under a unified set of governance rules — the project constitution.
01
Create workspace
Connect your repository. tot indexes structure, dependencies, and architecture automatically.
02
Define constitution
Set rules for the project: forbidden actions, architecture constraints, naming conventions, security policies.
03
Invite team
Add developers, reviewers, and leads. Each role gets its own set of tools, views, and permissions.
04
Work with AI
Every agent session runs within the constitution. Violations are caught before code is committed.
05
Review & audit
Full audit trail of every agent action, cost, and governance decision. Exportable reports.
Project constitution
Rules that AI agents can't ignore.
The constitution is a set of enforceable rules for your project. Unlike prompts or guidelines, constitution rules are verified by LSP analysis after every agent action. Violations block the change.
Project portfolio
Multiple projects. One set of rules.
Real products are never a single repo. tot-enterprise lets you group projects into a portfolio with an inherited constitution, cross-project links, and contract monitoring — so changes in one service don't silently break another.
Constitution inheritance
Define rules at the portfolio level — every child project inherits them automatically. Projects can add their own rules but can't override the parent.
Cross-project links
Declare which services consume which APIs, events, or shared schemas. tot tracks these links and blocks changes that would break a consumer.
API contract monitoring
REST, gRPC, GraphQL, and event schemas are tracked across projects. Renaming an endpoint, changing a field type, or removing a method triggers an alert before the change lands.
Shared data models
When multiple services share a database or schema, tot ensures migrations in one project don't break queries in another. Schema changes are validated against all consumers.
Portfolio dashboard
See all projects, their health, active violations, agent spend, and contract status in one view. Filter by team, service, or rule category.
Dependency graph
Visual map of how your services connect. See which projects depend on which contracts. Understand the blast radius of any change before it happens.
Why business chooses tot
Ship faster without losing control.
Predictable AI costs
Set budgets per developer, per team, and per project. See real-time spend dashboards. Get alerts before limits are hit. No more end-of-month surprises from uncapped API usage.
Architecture compliance
Constitution rules enforce your architecture decisions automatically. AI agents can't bypass layering, naming conventions, or module boundaries. Violations are caught at generation time, not in code review.
Security & data protection
Built-in encrypted vault. Secrets are redacted before reaching any AI provider. Forbidden action rules prevent destructive operations. Full audit log for compliance teams.
Faster onboarding
New developers get structural visualization of the entire codebase from day one. Architecture views, data model browser, and API contract maps replace weeks of "reading the code."
Measurable productivity
Activity dashboards show tasks completed, agent usage, cost per feature, and time-to-merge. Real data for engineering leadership — not vanity metrics.
Code quality at scale
Every AI-generated change is verified through LSP analysis, architecture diffs, and constitution checks before it reaches code review. Structural review replaces line-by-line diffing.
Roles & access
Every person and every agent has a defined role.
tot-enterprise splits access by responsibility. Each role sees its own tools, views, and review surface. Agents are treated as team members with explicit permissions.
Developer
Writes code, launches agents, creates pipelines. Full access to editor, terminal, and agent sessions within their scope.
Reviewer
Reviews through structural lenses — architecture, API, data models. Approves or requests changes per lens, not per file.
Lead
Defines constitution, manages roadmap, sets budgets, and configures forbidden actions. Controls what AI can and cannot do.
Admin
Manages workspace settings, SSO configuration, team membership, billing, and compliance exports. Full audit access.
Enterprise
Built for teams that need more than a copilot.
SSO & SAML
Integrate with your identity provider. Google Workspace, Okta, Azure AD. Single sign-on for the entire team.
On-premise deployment
Run tot-enterprise on your own infrastructure. Air-gapped environments supported. No data leaves your network.
Audit & compliance
Every agent action, secret access, and governance decision logged. Export to SIEM. SOC 2 and GDPR friendly.
Custom AI providers
Bring your own LLM. Connect to OpenAI, Anthropic, or self-hosted models. Switch providers per project or per team.
Multi-workspace
Separate workspaces per product, team, or client. Shared constitution templates across workspaces. Centralized billing.
Dedicated support
Priority support channel, custom onboarding, and quarterly business reviews. SLA guarantees for enterprise customers.
Ready to bring AI governance to your team?
tot-enterprise is in active development. Request early access or talk to us about your team's needs.