Dobby
One Control Plane for All Your AI Agents

Your AI Agents Are Everywhere.
Manage Them From One Place.

AI agents don't just run tasks anymore — they fill entire roles across your organization.

Dobby gives you a single command center to connect, govern, audit, and control every agent — whether it's built in-house or running on Claude Code, Devin, CrewAI, or any other platform.

ConnectAll agents, one place
GovernPolicies & compliance
AuditEvery action tracked
ControlApprove, modify, kill

Make your organization AI-native — with governance built in from day one.

Enterprise SecuritySOC 2 CompliantFull Audit TrailSSO & SCIM 2.0

Everyone Builds Agents. No One Can Run Them.

The gap between building AI agents and deploying them at enterprise scale is growing every day.

66%
of AI projects fail
to move beyond pilot stage
11%
of organizations
have AI governance in place
40%
cost overruns
on unmanaged LLM spending

The AI Maturity Journey

Most organizations are at Stage 3. The leap to Stage 4 requires governance.

The gap from Stage 3 → Stage 4 is not technology — it's governance.

Without control, audit trails, and policies — no enterprise will trust AI agents with real work.

What Dobby Does

One Platform. Complete Agent Control.

Connect agents from any source, give them identity and rules, and manage them all from a single dashboard.

Connect Any Agent

Bring agents from Claude Code, Devin, CrewAI, LangChain, or your own custom builds — all into one managed workspace.

Give Every Agent an Identity

Each agent gets a unique ID, role, permissions, and a full activity history — like an employee in your org chart.

Set the Rules

Define policies for what agents can and cannot do. Enforce compliance automatically across every operation.

See Everything

Full audit trail for every agent action. Know who did what, when, why, and at what cost — in real time.

Hierarchy & Human Control

Agents are organized in a chain of command — Chief, Coordinators, Workers. Human managers oversee zones and teams, keeping full control even across thousands of agents.

Optimize Costs

Route agents to the right LLM model. Set budgets per agent or team. Track spend and prevent overruns.

Platform Capabilities

Beyond Governance. A Complete Platform.

Marketplace, external agent integration, inter-agent communication, learning loops, and enterprise-grade security — all built in.

New

Agent Marketplace

Discover, install, and share pre-built agent templates. Curated catalog with one-click deployment across 8 categories.

New

Bring Your Own Agent

Connect any external agent — LangChain, CrewAI, AutoGen, or custom. Dobby wraps them with governance, identity, and audit.

New

Agent-to-Agent Protocol

Agents discover and communicate across tenants via A2A protocol. Capability-based routing with encrypted channels.

New

Learning Loop

Agents learn from human feedback. Pattern detection, knowledge extraction, and maturity scoring — from novice to expert.

New

FinOps & Cost Control

Real-time LLM cost tracking per agent, tenant, and model. Budget alerts, spend projections, and ROI analytics.

New

Enterprise SSO & SCIM

SAML/OIDC single sign-on, SCIM 2.0 user provisioning, group-to-role mapping, and SSO enforcement policies.

Performance Analytics

Agent behavior analytics, performance scoring across 5 maturity levels, and trend tracking with improvement insights.

Framework Adapters

Native adapters for LangChain, CrewAI, AutoGen, and custom frameworks. Wrap any agent with full governance in minutes.

AI-Powered SDLC

Agents Across Your Entire Development Lifecycle

From planning to deployment, Dobby agents work across every stage of the SDLC — governed, auditable, and continuously learning.

1

Plan & Design

AI agents analyze requirements, generate specs, and create architecture proposals with human approval gates.

Chief AgentArchitecture WorkerAI CTO
2

Develop

Coordinated agent teams write code across backend, frontend, and infrastructure — all governed and auditable.

Dev CoordinatorBackend WorkerFrontend Worker
3

Review & Test

Automated code reviews, security scans, and test generation. QA agents validate quality before human sign-off.

QA CoordinatorCode Review WorkerSecurity Worker
4

Deploy & Monitor

DevOps agents manage CI/CD pipelines, infrastructure, and post-deploy monitoring with rollback capabilities.

DevOps CoordinatorDeploy WorkerMonitor Worker
5

Learn & Improve

Agents learn from each cycle. Pattern detection captures best practices and feeds the learning loop for continuous improvement.

Learning LoopAI CQOKnowledge Base

Not a Tool. An Organization.

Dobby deploys a complete AI organization with a clear chain of command — just like a real company

Agent Hierarchy

Chief Agent
Orchestrator
Dev Coordinator
30 workers
QA Coordinator
20 workers
DevOps Coordinator
20 workers
Backend
Worker
Frontend
Worker
Test Writer
Worker
Code Review
Worker
Docs
Worker
Security
Worker
25+ specialized agents, organized in 3 layers

C-Suite AI Executives

Organization-level agents that manage governance, costs, and strategy across all workspaces

AI CEO
Strategic oversight and cross-team coordination
AI CTO
Technical architecture and standards enforcement
AI CISO
Security policies and compliance monitoring
AI CFO
Budget allocation and cost optimization
AI COO
Operational efficiency and process optimization
AI CHRO
Agent onboarding, roles, and performance
AI CMO
Product insights and market positioning
AI CQO
Quality standards and testing strategy

Agent Builders vs. Agent Monitors vs. Dobby

Existing tools either build agents or watch them. Dobby does both — and governs them.

Feature
Agent BuildersCrewAI, LangGraph
Agent MonitorsLangSmith, Helicone
DobbyAgent OS
Code generation
Agent orchestration
Cost controls
Policy engine
Human-in-the-loop
Audit trail
Agent identity (GUID)
Multi-tenant isolation
Agent marketplace
BYOA (external agents)
Enterprise SSO/SCIM
Agent learning loop

Who Is Dobby For?

Enterprise leaders who need AI agents that are accountable, auditable, and controllable

CTO / VP Engineering

Agents are ungoverned — no visibility, no control

Full fleet management with hierarchy and policies

CISO / Security

No audit trail, no compliance, no kill switch

Every action logged, policy-enforced, instantly killable

CFO / Finance

LLM costs are unpredictable and uncontrolled

Per-agent budgets, FinOps dashboards, spend projections

Agencies / Consultancies

Can't scale AI across multiple client projects

Multi-tenant workspaces with isolated agent teams

Market Insights

The Enterprise AI Agent Challenge

Industry research confirms what enterprises are discovering firsthand

93%
struggle with AI agent governance
Enterprise leaders report governance as the top barrier to AI agent adoption
88%
experienced AI-related security incidents
Organizations report security incidents directly related to ungoverned AI agents
40%
of agentic AI projects face cancellation
Projects without proper governance frameworks are projected to be canceled by 2027
75%
cite governance as #1 blocker
IT leaders identify governance as the top barrier to deploying AI agents in production
70%
will adopt AI gateways by 2028
Enterprise adoption of centralized AI gateways is projected to surge in the next 2 years
40%
of enterprise apps will feature AI agents
By end of 2026, AI agents will be embedded across enterprise applications
See It In Action

One Command. An Entire AI Team Moves.

Watch how a single mission flows through your AI organization — from chief to workers, with governance at every step.

dobby-agent-os — mission-control
[You]Deploy authentication service with OAuth2 support
[Chief Agent]Mission received. Analyzing requirements...
[Chief Agent]Delegating to Dev Coordinator → Backend Worker
[Policy Engine]✓ Security policy check passed
[Dev Coordinator]Breaking down: 1) OAuth2 provider setup 2) Token management 3) Session handling
[Backend Worker]Implementing OAuth2 flow with PKCE...
[LLM Gateway]claude-sonnet-4-5-20250929 → 2,847 tokens | $0.024
[QA Worker]Running security test suite... 14/14 passed ✓
[Chief Agent]Mission complete. PR #247 ready for human review.
[Governance]✓ Audit trail recorded | Cost: $0.18 | Agents: 4
4 agents 2 policies 2,847 tokens
Chief Agent Coordinator Worker System
Agent Control Center

See Every Agent. Control Any One.

A real-time view of your entire AI workforce. Pause, stop, or resume any agent instantly — even across thousands.

Live Agent Fleet

workspace: production · 8 sources connected

5 running
40,008 / 100k
$1.07 / $5.00
AgentActions
Chief Agent
AGT-001
Dev Coordinator
AGT-012
QA Coordinator
AGT-013
Backend Worker
AGT-024
Frontend Worker
AGT-025
Security Worker
AGT-031
Code Review Worker
AGT-032
Docs Worker
AGT-040
Try it — click Pause or Stop on any running agent Uptime: 2h 14m
Architecture

Where Dobby Fits

Dobby doesn't build agents. It's the governance layer between your agents — from any source — and your organization.

External Agent Sources
Claude CodeGPT / OpenAICrewAIGoogle ADKAWS BedrockLangChainDevinCustom
agents connect via SDK / API / CLI
Dobby Control Plane
governed agents deployed to
Your Organization
TeamsDev, QA, Ops
WorkspacesMulti-tenant
Human ManagersApprove & override
CI/CD & InfraPipelines & deploy

What Dobby Does

Connect agents from any platform into one workspace
Give every agent an identity, role, and permissions
Enforce policies and compliance automatically
Full audit trail for every action and every token
Human control — pause, stop, approve, override
Cost management with budgets and model routing

What Dobby Doesn't Do

Build or train AI models
Replace your existing agent frameworks
Require agents to be rewritten or modified
Lock you into a specific LLM provider

Think of it this way: Dobby is to AI agents what Kubernetes is to containers — it doesn't build them, it runs and manages them at scale.

How It All Connects

From external agents to your organization — one continuous governed pipeline.

1

Agent Arrives

From Claude Code, GPT, CrewAI, or any source — connects via SDK, API, or CLI

2

Dobby Wraps It

Assigns identity, applies policies, sets budget limits, and places it in the hierarchy

3

Agent Runs Governed

Every call, every action, every token goes through Dobby's policy engine and audit trail

4

Humans Stay in Control

Managers approve, override, pause, or kill any agent at any time — across any source

Ready to Deploy Your Agent OS?

Your AI Organization Starts Here

Deploy a complete AI workforce with governance, hierarchy, and human control built in.
Start free. Scale to enterprise.