MoorAI vs Certiv

Where MoorAI goes deeper

Content-free evidence, and the auditability that makes it trustworthy. A content-aware intent engine has to read prompts and reasoning to do its job; MoorAI decides on the device and emits only a redacted signal — and, because it is open source, the guarantee is checkable rather than asserted. Certiv is proprietary, so several of these rows are marked — unconfirmed, not absent: closed material does not let us verify them either way.

Where we genuinely overlap

Certiv's architecture is close enough to MoorAI's that it deserves to be stated as agreement, not marked absent. Both live on the endpoint, both authorize each action before it runs, both govern MCP tool calls, both discover shadow agents, and both map their threat model to OWASP and MITRE. Anyone evaluating the two should expect a real, substantial overlap here.

Where Certiv covers more ground

This is the honest half of the page. Being content-aware buys Certiv reach that MoorAI does not attempt. It runs on more platforms, governs every AI agent on the endpoint rather than just the coding ones, models intent semantically, and ships as a managed enterprise platform. If the requirement is “govern the whole agentic workforce across a mixed fleet,” that is Certiv's product and not ours.

Where MoorAI is stronger. Content-free evidence you can audit. In a category whose whole promise is “we govern your agent without hoarding your prompts,” the strongest version of that promise is one you can check. MoorAI is content-free by architecture — only category · risk · keyed one-way hash leave the device — and it is MIT, so the guarantee is readable rather than asserted. The exceptions are named in the open, not buried: an administrator can turn on a capture tier that does store the matched text it was enabled to collect, and on a platform whose OS cannot read an image locally a pasted screenshot goes to your own AI provider for text extraction, never to us. On the coding-agent surface it also goes deeper — detectors mapped to both the OWASP LLM Top 10 and the OWASP Agentic Top 10 (ASI01–ASI10), a CycloneDX/SPDX AIBOM with in-toto/SLSA attestation of the action chain, a content-free data-lineage view, a named lethal-trifecta detector, per-tool MCP argument rules, and a content-free per-agent assurance score that is trustworthy precisely because you can read the code that computes it.

Where Certiv is stronger. Breadth, and a managed platform. Reading the agent's context lets Certiv model intent rather than category, and it spends that on reach: Mac, Windows, Linux and containers; the whole agentic workforce rather than just coding agents; model-reasoning-chain and agent-to-agent visibility; SaaS-application governance; interactive pause-and-approve workflows; and a SOC 2-certified managed platform for teams that want to buy an outcome rather than run an agent. MoorAI is first-class on macOS and Windows, with only an opportunistic, second-class Linux tier (Tesseract OCR, no parity), and is deliberately narrow. Those are different purchases for different problems.

Use both, honestly. They are more complementary than opposed. Run Certiv to govern the whole agentic workforce across a mixed fleet with a managed, intent-aware platform. Run MoorAI where developers run coding agents with terminal, filesystem and MCP access, where you need the tool call governed at call time, and where the evidence an auditor reads must contain no one’s prompt content at all — produced by an agent whose source you can read.

Certiv capabilities are mapped from Certiv’s own published product and approach pages (certiv.ai) as of 2026; quoted phrases are theirs. ◐ = partial — present but narrower than the other column. — = unconfirmed, not necessarily absent: it marks a capability Certiv’s published material does not clearly document, and because Certiv is proprietary it cannot be verified either way. MoorAI marks reflect shipped capability. Certiv is a trademark of its respective owner; this is an independent capability comparison, not an endorsement or an affiliation, and every product here evolves — verify specifics against their current documentation.