Paperclip

An application that manages AI agents as a team, offering organizational structure, goal alignment, budget control, work order and governance capabilities. The official states that it can integrate with your own agents and also provides a local version for installation.

AI Agents#AI Agent#Task Automation#Universal Assistant

Updated: 2026-10-27

What is Paperclip?

Paperclip's self-description is "an application used by people to manage AI agents". To summarize its ambition in one sentence: it's not about giving you one more agent, but about letting you run a team of agents the way you run a company. Set goals, build the organization, approve budgets, and review work orders. Humans sit in the boardroom to make approvals, and agents handle execution. It takes a different path from "building another, more powerful agent" and solves management problems rather than capability issues. It makes "who approved what" a top priority and is suitable for teams that require accountability for their processes.

Who is it for?

A sole proprietorship or a small team that wants agents to take charge of multiple business lines.
Independent developers who use it to uniformly manage several types of agents for coding, testing, content creation, and operations.
An operations leader who wants to upgrade automation from "scattered scripts" to a "structured system".
Technical managers who are sensitive to API costs and need budget gates.
Entrepreneurs who need to explain automated workflows to partners and clients.

Key features

Organizational Structure

Assign roles and reporting relationships to agents using an organizational chart, making it clear who is responsible for what and to whom they report, so that multiple agents do not compete for tasks.

Goal Alignment

First, clarify the business objectives clearly, then have the system break down the goals into specific tasks for agents, preventing each agent from optimizing only their own small-scale objectives independently.

Cost Control

Budgets are managed as a first-class citizen. You can set spending caps for teams or individual agents to prevent API bills from spiraling out of control when no one is monitoring them. For project-based cost allocation, the budget view can be directly used for reconciliation.

Ticketing System

Tasks are routed in the form of tickets, allowing humans to review, annotate, and reject them instead of just viewing black-box outputs. Traceable records facilitate post-mortem reviews. Tickets can also serve as external documentation to explain how a matter was handled.

Governance and Auditing

The official governance capabilities are listed, and combined with the approval workflow, the actions of agents can be traced. When a problem occurs, it is possible to locate which link the authorization was granted from. Changes to permissions are also logged, so anyone can check which agent was granted access by whom.

Integrate your own agent

The official states that it supports bringing your own agent, is not tightly bound to a specific model or framework, and agents already in use can be connected with low migration costs.

How to use Paperclip

Don't build a large organization right away: First define a clear goal, assign two or three agents, run them for a week to check the output quality, and then scale up.
Set the budget cap low at first.
after figuring out the consumption of a single task, loosen it.
Overspending usually happens to unattended recurring tasks.
Clearly define the responsibility boundaries and "what situations must be reported" for each agent, so that the human approval points in the work orders are not just a formality.
The local version is suitable for small-scale verification first.
When involving company data, first confirm where the data is stored and who can access it.
Before having an agent send emails externally or modify online systems, add a manual confirmation step first.
the official version is updated quickly, and the functions and pricing shall be subject to the in-station release notes.