// moorai vs certiv

MoorAI vs Certiv

The same category — and one decisive difference. Certiv (certiv.ai) calls itself a Runtime Assurance Layer for AI agents: on-endpoint, content-free, pre-execution enforcement for AI agents (Claude Code and Codex included), with shadow-AI discovery, MCP/tool governance, and compliance evidence. That is, almost line for line, MoorAI's architecture — down to the phrase “content-free.”

So this comparison is unusually clean. Same on-device model, same pre-execution intercept, same content-free philosophy. The difference that decides it: Certiv is proprietary; MoorAI's agent is open source (AGPL-3.0). A content-free claim from a closed binary is asserted. MoorAI's is auditable — anyone can read the interceptor and the exact signal schema. Auditable content-free beats asserted content-free.

Where they match, the row is even. Where they differ, it comes down to open vs closed, coding-agent depth, and Certiv's current lead on platform breadth and funding.

MoorAI Certiv
Category On-device AI agent security Runtime Assurance Layer for AI agents
Where it runs On the device, pre-execution On the endpoint, pre-execution
Licensing Open source (AGPL-3.0) Proprietary
Content-free telemetry Auditable — open source, published signal schema Claimed — from a closed binary (verify)
Pre-execution enforcement Coach / alert / block Block / redirect / escalate
Shadow-AI + local-model agent discovery ✓ Yes ✓ Yes
MCP allow-list + tool-call governance Agency Enforcement + arg inspection Least-privilege tool profiles
Lethal-trifecta detection ✓ Named content-free detector ✓ Framed threat model
Coding-agent depth (OWASP LLM Top 10 + AIBOM) Deep — LLM01–10 detectors + AIBOM Generic agent actions
Content-free data lineage / event flow ✓ Source → Actor → Destination Not named
On-device model escalation ✓ Opportunistic local model (loopback) Not advertised
Per-agent assurance / trust score Content-free & verifiable (open source) Runtime assurance (proprietary)
Compliance mappings OWASP LLM + NIST CSF + NIST AI RMF + SOC 2 + ISO 27001/42001 + EU AI Act NIST CSF/RMF, SOC 2, ISO 27001, EU AI Act, OWASP/MITRE
Platforms macOS + Windows macOS + Windows + Linux + containers
Delivered as Standalone open agent — no account Proprietary endpoint agent + console

Where Certiv is stronger. Momentum and reach. Certiv launched with a $4.2M pre-seed and a crisp “Runtime Assurance Layer” category story, and it lists macOS, Windows, Linux, and containers today — the container/CI surface where coding agents increasingly run. MoorAI ships macOS and Windows, with Linux and containers on the roadmap.

Where MoorAI is stronger. Trust and depth. MoorAI is open source, so its content-free guarantee is verifiable, not asserted — the strongest claim in a category whose whole value is “we don't see your content.” It goes deeper on the coding agent (OWASP LLM Top 10 detectors + AIBOM), ships a content-free data-lineage view, adds opportunistic on-device model escalation, a named lethal-trifecta detector, and a content-free per-agent assurance score that is trustworthy precisely because you can read the code that computes it.

Bottom line. Certiv validates the category; MoorAI is the open one. If “content-free” is the point, the source that produces it should be readable. Choose the AI agent security you can audit.

Certiv capabilities described here are drawn from Certiv's published positioning and launch coverage (Certiv emerged from stealth in March 2026); specifics — including exactly how content-free the telemetry is — are best verified against Certiv's own documentation. Certiv is a trademark of its respective owner; this page is not affiliated with or endorsed by Certiv. Comparison is architecture-level. “Verify” marks a claim we could not confirm from published material.

← Back to MoorAI MoorAI vs Endor → Content-free data lineage → OWASP LLM Top 10 → Read the source ↗
glick.run — AGPL-3.0