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.
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
ANTHROPIC_BASE_URL=https://attache.zapier.com claude
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.
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.
01 · Instant context
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
Any agent can create or edit the same artifact. Classic drag-and-drop workflows, internal apps, and hosted sites — all in one shared space behind org SSO.
acme/lead-routing.Savedacme/lead-routing · team can edit
acme/inventory-app.Savedacme/inventory-app · org SSO enforced
acme/q2-report.Savedacme/q2-report · org SSO enforced
Shared artifact Building workflow… v1 · saved Adding approval… v2 · live
Shared artifact Building app… v1 · saved Adding alerts… v2 · live
Shared artifact Building site… v1 · saved Updating summary… v2 · published
Openedacme/lead-routing · same workflow, team access
Publishedacme/lead-routing · workflow live
Openedacme/inventory-app · same artifact, org SSO
Publishedacme/inventory-app · live for the team
Openedacme/q2-report · same artifact, org SSO
Publishedacme/q2-report · live at acme.okta.com
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.
Save up to 90% on inference by moving your agents to open models hosted by Zapier in the United States. Your team doesn't need to change a thing.
gpt-4o
glm-4-plus
142k req/mo · straightforward tasks
claude-opus-4
glm-4-plus
28k req/mo · retrieval & summarization
gpt-4o-mini
glm-4-flash
86k req/mo · bulk classification
gemini-2.5-pro
glm-4-flash
19k req/mo · formatting & drafts
gpt-4o
gpt-4o
Tool-bearing calls · kept on frontier model
↓ 80% total inference spend · agents unchanged
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, and spend across people and agents — and configure which tools are injected and which policies are enforced org-wide. One dashboard for observability and control.
approved-models-onlyRestrict to approved provider listno-customer-data-exportBlock raw customer record exportsno-financial-actionsRequire approval for money movementOne endpoint in front of your agents. Everything downstream gets smarter, cheaper, and more secure.