A New Competitor, A New Definition
On March 3, 2026, Teramind launched “Teramind AI Governance,” claiming to be “the first AI governance platform for the agentic enterprise.”
Their approach: surveillance. Capture prompts, record screens, detect shadow AI through behavioral patterns, and enforce policies after violations occur.
This is useful. It’s also not governance.
The Distinction
Surveillance captures what agents did. Architecture controls what agents can do.
| Dimension | Surveillance (Teramind) | Architecture (JieGou) |
|---|---|---|
| Governance model | Observe + log + enforce after the fact | Design + approve + govern + score proactively |
| RBAC | Not mentioned | 6-role hierarchical with 20 permissions |
| Tool approval gates | No — monitors usage after | Yes — agents can’t access unapproved tools |
| GovernanceScore | No quantitative measurement | 8-factor score (0-100) |
| Multi-agent governance | Not mentioned | Cascading hierarchy, memory isolation |
| Department packs | 0 | 20 |
| Industry packs | 0 | 4 (Healthcare, Professional Services, FinServ, Government) |
| Agent building | No — monitoring overlay | Full lifecycle |
| NIST submissions | 0 | 2 |
Three Failures Surveillance Can’t Prevent
1. Unauthorized Tool Access
Surveillance logs the breach after it occurs. By the time you see the log, the data is already exposed. Architecture prevents it: tool approval gates stop the agent from accessing unapproved tools in the first place.
2. Cascading Agent Privilege Escalation
Surveillance records the cascade after agents have already escalated privileges. Architecture enforces permission boundaries: each agent operates within its scope, and escalation requires explicit approval.
3. Multi-Agent Coordination Without Oversight
Surveillance transcribes what agents did together. No ability to intervene. Architecture requires approval at each handoff, enforces delegation cycle detection, and isolates shared memory between agents.
The Measurement Gap
Surveillance has no quantitative governance measurement. You can see logs, review recordings, and check compliance boxes — but there’s no single metric that tells you “how governed are my agents?”
JieGou’s GovernanceScore (0-100) measures governance posture across 8 factors. You can track improvement, benchmark against standards, and report to auditors with a number, not a narrative.
Both Are Valid. Only One Prevents.
Surveillance and architectural governance can be complementary. Surveillance provides visibility into shadow AI usage across third-party tools. Architecture provides the proactive controls that prevent governance failures.
But surveillance alone is insufficient. It tells you what happened after it’s too late. Architecture prevents the failures before they occur.
Compare approaches on the Surveillance vs. Governance page. Explore the Four Governance Approaches. Calculate your GovernanceScore.