Governance
Built for production. Designed for IT review.
Your security team will ask where credentials live and what agents can write. Here's our answer.
Agents and automations only earn trust when access is clear, scoped, and observable. This is how we build for that standard.
01
Credentials stay server-side
API keys, OAuth refresh tokens, and service principals are not pasted into model prompts. Agents call tools through a controlled server—MCP gateway or integration runtime—that injects auth.
02
Least privilege by default
Start read-only. Expand write scopes only for named workflows with owner sign-off. Prefer project- or company-scoped tokens over org-wide elevated credentials.
03
Tool routing over tool dumps
Large API surfaces (for example Procore) overwhelm models when every operation is exposed at once. We design discovery and routing so agents receive the tools needed for the task—not the entire catalog.
04
Logging and telemetry
Production agent loops should record which tools were called, by whom, and with what outcome. Gateway telemetry makes that reviewable for operators and IT.
05
Environments and data posture
We build against sandbox and non-production first whenever the platform allows it. Offline artifacts (for example XER analysis) reduce live-system risk during exploration.
06
What we will not do
We will not ship unattended write-capable agents into production without an access policy, an owner, and a rollback path. Public reference builds demonstrate craft—they are not a substitute for diligence on your tenant.
Need the access details?
Tell us what you're building. Every engagement ships with an access plan IT can review.