Discount to confirmed quote
An agent proposes a scoped discount. A separate named manager approves the exact details, tied to the current source and policy. The sample quote changes and is checked before the simulated confirmation email goes out.
Let agents act, with people approving what matters
LoopLabs sits between your agents and your business systems. Define the work, approve the exact details, and check the result before the next step.
Where LoopLabs sits
Agents and people propose actions. LoopLabs checks each one against what was approved before it reaches your systems. Then it reads back what actually changed.
Agents and people
MCP clients
Enterprise agent platforms
Frameworks
LoopLabs
DefineApproveVerifyReconcile
Business systems and MCP tools
Outcome read back and checked
One customer enquiry, start to finish
Follow one implemented workflow: update a customer record in the CRM, verify the change, then send a saved acknowledgement. Shown with sample records and private provider versions.
Define
Set the scope for one enquiry
For Customer C-104, the steps are fixed. A CRM agent is scoped to update that record. An email agent is scoped to send the saved acknowledgement, which waits on the CRM step.
See how it worksEnquiry acknowledgement for Customer C-104Customer C-104
CRM update agent
Acknowledgement email agent
LoopLabs
Update C-104 CRM record
Send saved acknowledgementEmail waits for CRM verification
See it run
Agents propose, people approve what matters, results get checked
A discount, a CRM update and a refund. Each runs within delegated authority or named approval, and nothing continues until the result checks out.
CRM update, then acknowledgement
A fixed CRM contact update runs after independent approval. The customer acknowledgement waits until the CRM change is verified. If the source is stale or the result is uncertain, the workflow holds.
Refunds within set limits
Refunds under the policy threshold run within delegated authority. Above it, a person approves the exact refund. Hard-limit violations are blocked. A lost response is reconciled with the provider, not retried as a second refund.
Deployment designed around your security and control requirements
We work with your team to plan where LoopLabs runs, what each scoped agent identity can reach and who approves which actions. Supported workflows keep a persistent action history and check outcomes before the next step.
- Deployment planned with your team
- Scoped access for each agent
- Named reviewers for exact actions
Deployment blueprint for one workflow
Named reviewerExact-action approval
Workflow runtimeScoped agentsIdentity + limits
LoopLabsPolicy checks
Business systemsScoped connectionsAction historyWho · what · when
Outcome verificationRead back · reconcile
Built by a team with governance experience
Our team worked on privacy, compliance and governance at Meta Ads and WhatsApp Business. We built LoopLabs from that experience, for agent actions that need clear approvals, scoped access and outcomes you can check.
WhatsApp Business
Good questions.
What can we try today?
A guided walkthrough of the sample quote workflow, plus a conversation about one workflow of your own. Live connections need discovery and scoped work first.
Do we need to replace our existing tools?
No. LoopLabs is meant to sit between your agents and the systems you already use. Which systems we connect, and how, is scoped with you.
Can every action be undone?
No. Some actions can be corrected later. Others, like an email that has already gone out, cannot be recalled. Scoping includes deciding how each step is handled if something goes wrong.
Start with one workflow
Tell us about a workflow that needs human approval and a clear outcome. We will look at whether it fits early access.