Dough handles governance so finance can focus on building.
SOX compliance, data-access management, agent sharing and auditability — out of the box. The same agents, with and without a governed layer between the terminal and the close.
Unmanaged AI
Using Dough
✕ Governance · ✕ Auditability · ✕ Compliance
✓ Governance · ✓ Auditability · ✓ Compliance
Unmanaged AI
✕ Governance · ✕ Auditability · ✕ Compliance
Using Dough
✓ Governance · ✓ Auditability · ✓ Compliance
The difference
Dough takes a different approach to agents.
You maintain full control and ownership — and your agents go past reporting the numbers.
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How we do it
Governance delivered by Dough.
See how Dough delivers governance automatically for an agent reviewing purchase orders in an enterprise environment.
Run · via Claude Code
Procurement Agent
Review every open PO daily
DOUGH MANAGED LAYER
Auditability Layer
Session Logs · Token ROI · Evals
Compliance Layer
API Keys · Data Access · SOX Controls
Agent Layer
Agent & Skill Repo · Hosted Agents
Context Layer
APIs · Data Lake · File Systems
Outcome
All outstanding POs reviewed.
Exceptions flagged, the rest matched and closed — with the full trail attached.
What each layer delivers
Auditability Layer
Every step is on the record.
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Each PO the agent reviews lands in a full session log, and runs can be used for evals automatically. The back and forth between your team and the agent is logged. The approvals are logged. Your audit trail writes itself.
→ AUDIT-READY BY DEFAULT
Compliance Layer
Access and credentials stay inside the lines.
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RBAC scopes agents to operate on-behalf-of users in platforms like Slack and only disclose data that users are allowed to access. API keys are stored in encrypted vaults not users' laptops. Controls are enforced by the platform, not left to the agent.
→ SOX SCOPES ENFORCED
Agent Layer
Always the latest, reviewed agent.
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The run pulls the current Procurement Agent from the shared repo, not a stale copy on someone's laptop. Agents have skill versions pinned to them and they are only updated when the team approves.
→ ZERO VERSION DRIFT
Context Layer
Agents retrieve data for optimal performance.
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Agents are given the best path to access the data they need. In this case, the agent uses API keys to query outstanding POs (Coupa), data lake snapshot tables to query the latest budget (Anaplan) and a file system to access any ad-hoc changes. No inefficient MCPs exploding the context window.