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Manifest AI Bill of Materials (AIBOM) is a commercial ai governance tool by Manifest. KonaSense is a commercial ai governance tool by KonaSense. Compare features, ratings, integrations, and community reviews side by side to find the best ai governance fit for your security stack.
CST VerdictBased on our analysis of NIST CSF 2.0 coverage, core features, integrations, company size fit, here is our conclusion:
Enterprise security teams drowning in shadow AI deployments need Manifest AI Bill of Materials to actually inventory what's running across the organization; most don't know where their models and training data live, and AIBOM forces that visibility at scale. The tool maps directly to NIST CSF 2.0's asset management and supply chain risk functions, two areas most enterprises fail because they treat AI systems like software when they're fundamentally different beasts. Skip this if your organization has fewer than 500 employees or hasn't shipped an AI application yet; the complexity tax only pays off when you're managing dozens of models across multiple teams.
Mid-market and enterprise security teams drowning in shadow AI sprawl need KonaSense to actually see what's happening before enforcing policy, not after. It maps every GenAI tool employees are using, then blocks sensitive data exfiltration and prompt injection at the moment of interaction; the investigation-grade audit trail means you can replay exactly what got sent to ChatGPT and why it was allowed or blocked. Skip this if your organization hasn't yet quantified which departments are using which AI tools, because KonaSense assumes you want control, not visibility theater.
Creates structured inventories of AI system components for transparency & risk mgmt
Platform governing human-to-AI interactions with policy enforcement & audit trails.
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Common questions about comparing Manifest AI Bill of Materials (AIBOM) vs KonaSense for your ai governance needs.
Manifest AI Bill of Materials (AIBOM): Creates structured inventories of AI system components for transparency & risk mgmt. built by Manifest. headquartered in United States. Core capabilities include AI asset discovery across enterprise including shadow AI, Structured documentation of datasets, models, and dependencies, Continuous monitoring of AI systems..
KonaSense: Platform governing human-to-AI interactions with policy enforcement & audit trails. built by KonaSense. headquartered in United States. Core capabilities include Shadow AI discovery and risk-tier visualization across GenAI tools, SaaS-embedded AI, and browser extensions, Real-time prompt and model output evaluation with block, redact, and coach responses, Sensitive data detection and redaction (PII, credentials, source code, regulated data) at point of use..
Both serve the AI Governance market but differ in approach, feature depth, and target audience.
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