Multi-agent is already here
The same person might use Cursor, Claude Code, and ChatGPT in one afternoon. Teams don't share one stack. Individuals don't either.
The agent control plane
Zapier Attaché gives every agent your organization’s tools, skills, memory, artifacts, policies, cost optimizations, and observability — across any harness or model. For fast-moving teams who want to adopt the best tools, without losing control.
Every agent in your organization
// the world we work in
People hop between harnesses and models within the same team, even the same day. Context stays local, policies live in docs, and spend is a surprise. Yet the organization still has to move as one.
IDE · siloed memory
Editor · own tools
Chat · no shared policy
Terminal · opaque spend
The same person might use Cursor, Claude Code, and ChatGPT in one afternoon. Teams don't share one stack. Individuals don't either.
What one agent learns stays local. Guardrails live in wikis. Secrets, spend, and approvals differ by harness.
Use the best tools, and still work as a team under shared policy, memory, and observability.
// one layer for the whole agent team
01 · Instant inheritance
Point any agent at Attaché and authenticate once. You inherit Zapier's library of 30,000+ tools — preconfigured for any agent on your team — plus team context, policies, and more.
02 · Skills extraction
When your team repeats the same multi-step job, Attaché extracts it as a skill with an optimized tool path. The next agent reruns it in one shot — easier to repeat, cheaper every time.
03 · Organizational memory
Attaché captures durable context from work in one agent and makes it available to every other agent — across roles, harnesses, and models.
Memory savedBrand: primary Indigo #4F46E5 · accent Amber #F59E0B · sentence-case headlines
Memory recalledMarketing’s brand refresh: primary Indigo #4F46E5, accent Amber #F59E0B, sentence-case headlines.
04 · Centralized artifacts
A marketer generates a landing page in ChatGPT; an engineer fine-tunes it in Cursor; IT reviews it in OpenCode — same artifact, one shared space behind your SSO.
acme/landing-page with hero, pricing, and waitlist.Artifact savedacme/landing-page · behind org SSO · shared with Engineering & IT
Artifact openedacme/landing-page · created by Marketing · v1
Artifact updatedacme/landing-page · v2 · ready for IT review
Artifact openedacme/landing-page · v2 · Engineering · pending IT
Publishedacme/landing-page · org SSO enforced · audit logged
05 · Human approval
Turn any sensitive action into an approval step without changing the agent harness. Attaché pauses the tool call, reaches the right manager, and resumes only after approval.
06 · Secret & PII redaction
Attaché redacts sensitive info and personally identifiable information before anything is sent to third parties — using specialized models hosted by Zapier, with an on-prem option for this layer as well.
07 · Cost optimization
Attaché thins verbose tool traffic and routes straightforward work to a lighter model. Your agents keep the same interface and quality bar while every request gets cheaper.
08 · Guardrails
Central rules govern which models, tools, and behaviors agents can use. If a request crosses a boundary, Attaché stops it before it reaches the model or executes a tool.
09 · Observability
Track adoption, activity, model usage, and spend across people, agents, and departments — even when every team chooses a different harness.
One endpoint in front of your models. Everything downstream gets smarter.