When Tealfabric fits
You want agents on operational work, but security will not allow unconstrained tool calls against production CRM or ERP.
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Governed AI agents vs AI agent platforms
Agent platforms optimize tool-calling and multi-agent graphs. Tealfabric runs governed AI agents inside operational processes—tenant skills, human approval, and integration execute under policy, not unconstrained autonomy.
Typical agent platforms
- Multi-agent orchestration, tool registries, and eval harnesses
- Fast prototypes that call APIs from a chat or graph
- Policy often in prompts or a sidecar gateway
- Weak shared history with CRM/ERP process owners
Tealfabric
- Agents load tenant SKILLS/ playbooks ops publishes and versions
- request_human_input before execute_tenant_integration
- Same Monitor trail as ProcessFlow steps and integration runs
- Agents are a capability of the operations platform—not a second control plane
Sales landmine
Do not sell ‘more autonomous.’ Sell governed execution: who can act, on which systems, with which approval, and how you replay it.