Use cases
More client work. Reuse the method.
In short
Outloop is Workspace infrastructure for multi-client agencies, GTM teams, operators and AI implementers.
Each client keeps its own Context, approved accounts/resources and work records. Reuse reviewed implementation methods, then configure and validate the next Workspace. The examples below show supported execution and their proof limits.
AI agents for agencies
Give each client its own Workspace for Context, approved systems and work records. Reuse reviewed methods while keeping private state separate.
Outloop for AI marketing agencies
See real paused campaign builds and configured client-resource boundaries; reuse supported implementation work for the next client.
GTM engineering across many client environments
Reuse a weekly reporting method while configuring each client’s accounts, metric definitions, destination and reviewers separately.
Forward-Deployed Engineers & AI implementers
Build the business workflow, reuse reviewed implementation work and configure each client’s Workspace separately.
AI agents for Webflow
See a real agency workflow combine structured API work with Designer edits and desktop/mobile review, while preserving existing URLs.
AI agents for PandaDoc
See a recorded Sandbox workflow create a draft, check its status and retrieve a PDF through approved access in a client workspace.
AI agents for Higgsfield
See an AI worker generate images and video through the Higgsfield API, upload a workspace file, wait for the render and save the finished media.
AI agents for Google Ads
One agency MCC, one workspace per client pinned to its customer ID — a request for any other client is refused before it reaches Google.
MCP for multi-client AI agents
MCP connects agents to tools; Outloop gives them approved API access per client workspace.
Call tracking without plaintext API keys
An anonymized real workflow: an agent enriches call leads without ever reading the raw key.
Sandboxed Cowork agents + Google Drive
Stop feeding files to sandboxed agents: approved Drive access and supported publishing workflows, with review where required.
Browse the AI agent capability catalog, download a ready-to-use agent Skill, see the setup guides, the concepts in Learn, or how Outloop compares.
Agents keep working. Humans stop pasting keys.
Outloop is available with setup guides and product support for AI agencies, operators, and dev shops.
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