One pattern, every team.
AppForge and MarketForge — and every team we add after them — run on the same operating pattern: named roles, human approval calibrated to risk, and a full audit trail. Here’s how that holds up in practice, whatever the team is doing.
Approval, calibrated to risk
Not everything needs a human in the loop the same way. The riskier the action, the more oversight it gets.
Low risk
Routine scheduled posts can auto-publish once trust is established.
Medium risk
Ad spend changes and CRM campaign sends need a quick sign-off.
Never automatic
Negative review responses and production deploys always wait for a person.
A real audit trail
Every action any agent takes is logged with who did it, when, and why. You can review the full history anytime.
Illustrative example — not live data
2026-08-11T14:32:07Z actor=frontend-engineer action=deploy.production target=web-app approved_by=jane.doe status=success
2026-08-11T14:28:51Z actor=crm-manager action=campaign.send target=q3-promo approved_by=jane.doe status=success
2026-08-11T14:15:03Z actor=social-media-mgr action=post.publish target=instagram status=auto (low risk)
2026-08-11T13:59:44Z actor=qa action=test.run target=checkout-flow result=pass (42/42)Documented onboarding
Every engagement starts by learning your business, setting up access, and agreeing on approval rules — before any agent touches anything customer-facing.
Built on the tools that fit your business
We support Claude Code, LangGraph, and n8n, and choose the right combination for your systems. You never need to know or manage any of it.
- Claude Code
- LangGraph
- n8n