Knostic vs ModelOp
Side-by-side comparison of framework coverage, pricing, capabilities, and target customers. Last verified recently.
https://aicompliancevendors.com/compare/knostic-vs-modelopKnostic
Need-to-know access controls for LLMs in the enterprise
Knostic provides need-to-know access controls for enterprise AI assistants such as Microsoft Copilot, Glean, and Gemini. The platform discovers shadow AI usage, enforces knowledge-layer policies at request time, and produces audit logs that document who accessed what data through which AI system. Headquartered in Herndon, Virginia, Knostic was founded in 2023 and serves regulated industries that need to adopt LLMs without exposing sensitive internal data.
ModelOp
Enterprise AI lifecycle management and governance platform
ModelOp provides a centralized platform for managing the full AI lifecycle, from intake to retirement, for ML, GenAI, Agentic AI, and vendor models. It offers a single system of record for AI inventory, automates policy enforcement and workflows, enables continuous monitoring for risks like bias and drift, and generates audit-ready reports. Targeted at complex regulated enterprises, it integrates with existing systems to accelerate AI deployment while ensuring compliance and control across teams. Distinct from MLOps tools or GRC systems, ModelOp orchestrates governance end-to-end, supporting internal and third-party AI at scale.
What the data shows
We haven't published an editorial verdict on this pair yet. The comparison below is built from public vendor materials and our taxonomy — no editorialized ranking.
- Shared framework coverage: EU AI Act, NIST AI RMF
- Only Knostic covers: ISO 27001, SOC 2
- Only ModelOp covers: ISO/IEC 42001
- Shared capabilities: 0 of 12 listed.
Want our editorial take? Email the editors or read our methodology.
At a glance
| Attribute | Knostic | ModelOp |
|---|---|---|
| Founded | 2023 | 2018 |
| Headquarters | Herndon, US | Chicago, United States |
| Employees | 11-50 | 11-50 |
| Funding | Seed, $11M, 2025 | Series B, $10M, 2024, led by Baird Capital |
| Pricing | Contact for pricing | No public pricing listed; contact sales for enterprise quotes. |
| Website | Visit site | Visit site |
Framework coverage
| Framework | Knostic | ModelOp |
|---|---|---|
| EU AI Act | Adjacent | Full |
| ISO 27001 | Adjacent | — |
| ISO/IEC 42001 | — | Full |
| NIST AI RMF | Adjacent | Full |
| SOC 2 | Partial | — |
Capabilities
| Capability | Knostic | ModelOp |
|---|---|---|
| AI Discovery | ✓ | — |
| AI Model Inventory | — | ✓ |
| Audit Evidence Collection | — | ✓ |
| Audit Logging | ✓ | — |
| Bias & Fairness Testing | — | ✓ |
| Data Leakage Prevention | ✓ | — |
| Explainability | — | ✓ |
| Model Monitoring | — | ✓ |
| Policy Enforcement | ✓ | — |
| Policy Management | — | ✓ |
| Risk Assessment Workflow | — | ✓ |
| Shadow AI Detection | ✓ | — |
Industries served
Knostic
- Financial Services
- Healthcare
- Government & Public Sector
- SaaS & Technology
ModelOp
- Financial Services
- Healthcare
- Insurance
- Government & Public Sector
- Retail & E-commerce
- Defense & National Security
Integrations
Knostic
- Microsoft Teams
- Microsoft SharePoint
- AWS Marketplace
ModelOp
- AWS SageMaker
- Azure ML
- Google Vertex AI
- Databricks
- Snowflake
- MLflow
- Jira
- ServiceNow
- OpenAI API
Frequently asked
What is the difference between Knostic and ModelOp?+
Knostic is Need-to-know access controls for LLMs in the enterprise; ModelOp is Enterprise AI lifecycle management and governance platform. The full side-by-side covers framework coverage (2 shared, 2 unique to Knostic, 1 unique to ModelOp), pricing model, and capability overlap.
How do Knostic and ModelOp pricing compare?+
Knostic: Per AWS Marketplace listing: $50,000 per annual contract tier with $0.01 per additional unit. Direct sales contracts may differ. ModelOp: No public pricing listed; contact sales for enterprise quotes.
Which AI compliance frameworks do Knostic and ModelOp both support?+
Both vendors document support for EU AI Act, NIST AI RMF. Coverage strength varies; see the framework matrix below.
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Editorial independence: This comparison is free and was not paid for by either vendor. See our methodology.