CISO Tribune

Vendor comparison · 2 companies

Kovrr vs Safe Security

Kovrr sells AI and cyber risk, security, and governance solutions to global organizations. Safe Security sells a single platform that unifies cyber risk management, continuous threat exposure management and third-party risk management. CISO Tribune files both under Cyber risk quantification and Third-party risk and security ratings. This page sets the two records side by side: what each sells, where it is based, who owns and funds it, the customers it names and its recent news, each fact numbered to its source.

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  • Kovrr
  • Safe Security
Kovrr vs Safe Security: Products, Customers and Funding Compared
KovrrKovrr sells AI and cyber risk, security, and governance solutions to global organizations.kovrr.comSafe SecuritySafe Security sells a single platform that unifies cyber risk management, continuous threat exposure management and third-party risk management.safe.security
What it sells
  • Cyber Risk Quantification[1][6][12]Platform that shows an organization's cyber risk exposure, with loss scenarios and expected financial impact.
  • AI Governance and Security Platform[4]Platform that turns AI findings into an improvement roadmap with named owners and progress states.
  • AI Risk Quantification (AIRQ)Engine that shows which AI risks carry the greatest exposure and which controls would reduce risk most.
  • AI compliance solution[4]Helps teams evaluate how safeguards align with AI frameworks and build an AI assurance roadmap.
  • Cyber maturity assessments[7]Assessments enriched by quantified event likelihoods and financial loss forecasts.
  • Cyber risk register[6][13]Register of cyber risks and the actions needed for mitigation.
  • Cybersecurity control ROI calculator[10]Calculator for the financial benefits of control upgrades.
  • API integrations[11]Direct API integrations that bring cybersecurity and business management solutions into Kovrr's CRQ platform.
  • SafeX[6][7][8]A workforce of 100+ agents that continuously discovers, reasons and acts across cybersecurity.
  • SAFE One[11]A platform that ingests telemetry from the products deployed in a customer's estate.
Categories
Headquarters
Not stated on its pagesPalo Alto, United States[3]
Founded
Not stated on its pages2012[2]
Ownership and funding
Not stated on its pagesNot stated on its pages
Named customers
Not stated on its pagesNot stated on its pages
Recent news
Not stated on its pagesNot stated on its pages
G2 and Gartner Peer Insights
  • G2: Not stated on its pages
  • Gartner Peer Insights: Not stated on its pages
  • G2: Not stated on its pages
  • Gartner Peer Insights: listed, seen October 28, 2026[4]
Who it fits
Not written yetFor manufacturers, Safe Security addresses supplier breach exposure affecting production systems, remote maintenance access and engineering IP. Safe Security names payment, loyalty, marketing and fulfillment partners in retail, and clinical, diagnostic and billing partners in healthcare. Safe Security runs one program across business units and geographies, each with its own secure view.
Last verified
November 4, 2026November 2, 2026

Where they overlap

  • Cyber risk quantification is the primary category of both Kovrr and Safe Security; both are also filed under Third-party risk and security ratings.

Where they differ, field by field

  • Kovrr is also filed under AI governance and Workforce AI usage security. Safe Security is also filed under Exposure prioritisation and CTEM.
  • Kovrr lists Cyber Risk Quantification, AI Governance and Security Platform, AI Risk Quantification (AIRQ), AI compliance solution, Cyber maturity assessments and 3 more. Safe Security lists SafeX and SAFE One.
  • Safe Security is headquartered in Palo Alto, United States.
  • Safe Security was founded in 2012.

How they differ

Kovrr sells a cyber risk quantification platform that shows loss scenarios and expected financial impact, along with a cyber risk register, cyber maturity assessments and a control ROI calculator. Kovrr also sells an AI Governance and Security Platform, AI Risk Quantification (AIRQ) and an AI compliance solution that covers frameworks such as the EU AI Act, ISO 42001 and the NIST AI RMF.

Safe Security sells a single platform that unifies cyber risk management, continuous threat exposure management and third-party risk management. Its SafeX product is a workforce of 100+ agents that continuously discovers, reasons and acts across cybersecurity, and SAFE One ingests telemetry from the products deployed in a customer's estate. Safe Security expresses each vendor's risk in dollars with FAIR, and it puts first-party and third-party risk on one FAIR-based model. Kovrr, by comparison, evaluates third-party exposure using loss modeling and monitors third-party vendors' use of AI models within their products.

Safe Security is headquartered in Palo Alto, United States, and was founded in 2012. It secured $50 million Series B funding led by Sorenson Capital, and later raised a $70 Million Series C to build CyberAGI. Safe Security has acquired RiskLens and Balbix, and it launched SAFE TPRM for third-party risk management. Kovrr's pricing for cyber risk quantification is tailored to organizations from small to mid-sized ones to global enterprises, while Safe Security uses a flat pricing model that does not change with the number of vendors.

What it sells: Kovrr

What Cyber Risk Quantification does[1][6][12]
Kovrr's cyber risk quantification platform shows an organization's cyber risk exposure, highlighting specific loss scenarios and the expected financial impact. Kovrr's platform lets users drill quantified loss scenarios down by event type or initial attack vector. Kovrr's CRQ platform translates cyber risk into financial terms that the board understands.
What AI Governance and Security Platform does[4]
Kovrr's AI Governance and Security Platform enables teams to transform findings into a prioritized improvement roadmap in which every item carries a named owner and a progress state. Kovrr surfaces AI assets, sanctioned or shadow, internal or third-party, using a browser extension and direct API connections to network, identity, and cloud controls. Kovrr enables organizations to define approved AI use cases, risk thresholds, and guardrails.
What AI Risk Quantification (AIRQ) does
Kovrr's AI Risk Quantification (AIRQ) engine highlights which risks represent the greatest exposure and which controls would reduce risk most effectively. Kovrr quantifies AI risk in financial terms and prioritizes remediation by potential risk reduction. Kovrr's platform translates AI risk into metrics such as exposure, likelihood, and financial impact.
What AI compliance solution does[4]
Kovrr's AI compliance solution helps security, risk, and compliance teams evaluate how well safeguards align with frameworks such as the EU AI Act, ISO 42001, and the NIST AI Risk Management Framework (AI RMF). Through questionnaires and evidence workflows, teams can identify governance gaps, prioritize remediation by financial impact, and build an AI assurance roadmap. Kovrr's platform generates an EU AI Act Auditor Pack.
What Cyber maturity assessments does[7]
Kovrr's cyber maturity assessments are enriched by quantified event likelihoods and financial loss forecasts. Kovrr's CRQ platform quantifies framework maturity levels and cybersecurity posture into event and loss scenario likelihoods and respective potential financial damages. Kovrr offers customized upgrade recommendations according to cybersecurity maturity frameworks.
What Cyber risk register does[6][13]
Kovrr's cyber risk register is used to create an inventory of the cyber risks an organization faces and the respective actions necessary for mitigation. Risk owners within the organization can update Kovrr's cyber risk register as initiatives are executed.
What API integrations does[11]
Kovrr's CRQ platform takes in data through direct API integrations with cybersecurity and business management solutions. Kovrr's cyber risk quantification platform consolidates insights from SIEM, IAM, VM, and other solutions into one platform.

What it sells: Safe Security

What SafeX does[6][7][8]
SafeX coordinates specialized AI Co-Workers that investigate, prioritize, recommend and execute actions. SafeX builds a knowledge graph with relationships. SafeX continuously reasons across relationships to understand exposure, business impact and organizational context. Admins can disable SafeX, AI summaries, widget explanations and AI-powered uploads for the tenant.
What SAFE One does[11]
SAFE One automatically ingests telemetry from the products deployed in a customer's estate using agentless secure passcodes. Safe Security offers over 100 out-of-the-box integrations to discover and onboard assets and signals.

Questions about Kovrr and Safe Security

What do Kovrr and Safe Security sell?
Kovrr sells Cyber Risk Quantification, AI Governance and Security Platform, AI Risk Quantification (AIRQ), AI compliance solution, Cyber maturity assessments and 3 more. Safe Security sells SafeX and SAFE One.
Are Kovrr and Safe Security in the same category?
Yes. Cyber risk quantification is the primary category of both on CISO Tribune.
Where are Kovrr and Safe Security headquartered?
Safe Security is headquartered in Palo Alto, United States.
When were Kovrr and Safe Security founded?
Safe Security was founded in 2012.
Who are Kovrr and Safe Security sold to?
For manufacturers, Safe Security addresses supplier breach exposure affecting production systems, remote maintenance access and engineering IP.

About Kovrr

Kovrr sells AI and cyber risk, security, and governance solutions to global organizations. Kovrr's platform gives security, risk, and compliance teams visibility and intelligence for managing risk.[1][3]

Kovrr's AI Governance and Security Platform enables teams to transform findings into a prioritized improvement roadmap in which every item carries a named owner and a progress state. Kovrr surfaces AI assets that are sanctioned or shadow, internal or third-party, using a browser extension and direct API connections to network, identity, and cloud controls. Kovrr continuously discovers AI systems touching corporate data and keeps the inventory current with no manual updates. Kovrr enables organizations to define approved AI use cases, risk thresholds, and guardrails, and enforces adaptive policies through controls such as a browser extension. Kovrr watches AI use across the browser and endpoint and catches sensitive data before it reaches an AI tool. Kovrr detects rogue and malicious agents and ties every action back to a named user.[2][3][4][5]

Kovrr maps AI assets to risk scenarios and control frameworks, including the EU AI Act, NIST AI RMF, and ISO 42001, and maintains a living risk register. Kovrr monitors third-party vendors' use of AI models within their products. Kovrr's AI Risk Quantification (AIRQ) engine highlights which risks represent the greatest exposure and which controls would reduce risk most effectively. Kovrr quantifies AI risk in financial terms and prioritizes remediation by potential risk reduction. Kovrr's platform translates AI risk into metrics such as exposure, likelihood, and financial impact.[2][3][5]

Kovrr's AI compliance solution helps security, risk, and compliance teams evaluate how well safeguards align with frameworks such as the EU AI Act, ISO 42001, and the NIST AI Risk Management Framework (AI RMF). Through questionnaires and evidence workflows, Kovrr's AI compliance solution lets teams identify governance gaps, prioritize remediation by financial impact, and build an AI assurance roadmap. Kovrr's AI compliance software collects evidence automatically and maps artifacts to regulatory Articles of the EU AI Act. Kovrr's platform generates an EU AI Act Auditor Pack.[4][13]

Kovrr's cyber risk quantification platform shows an organization's cyber risk exposure, highlighting the specific loss scenarios it faces along with the expected financial impact. Kovrr's platform lets users drill quantified loss scenarios down by event type or initial attack vector. Kovrr's CRQ platform quantifies framework maturity levels and cybersecurity posture into event and loss scenario likelihoods and respective potential financial damages. Kovrr's cyber risk register lets risk owners within the organization update it as initiatives are executed. Kovrr offers customized upgrade recommendations according to cybersecurity maturity frameworks. Kovrr's CRQ platform is used to rank mitigation options by their effectiveness in reducing monetary loss, and to simulate how different investments reduce risk. Kovrr's CRQ platform translates cyber risk into financial terms that the board understands. Kovrr has a cybersecurity control ROI calculator for understanding the financial benefits of control upgrades.[1][6][7][8][9][10]

Kovrr's CRQ platform takes in data through direct API integrations with cybersecurity and business management solutions. Kovrr's cyber risk quantification platform consolidates insights from SIEM, IAM, VM, and other solutions into one platform.[6][11]

Kovrr tailors its cyber risk quantification pricing to organizations of all sizes, from small to mid-sized organizations to global enterprises. Kovrr equips financial organizations to translate cyber risk into financial terms. Kovrr's cyber risk register equips banks, insurers, and asset managers with quantified insights. Kovrr's CRQ platform evaluates third-party exposure using loss modeling.[12][13]

Yakir is CEO of Kovrr. Shalom is chief product officer at Kovrr. Shai is Chief Technology Officer at Kovrr. Hannah is Head of Marketing at Kovrr.[2][3][7][13]

Kovrr on the record

Sources

Kovrr full record

  1. [1]kovrr.comKovrr · kovrr.com · undated page, accessed November 4, 2026 · Tier A
  2. [2]kovrr.comKovrr · kovrr.com · undated page, accessed November 4, 2026 · Tier A
  3. [3]About Kovrr | AI and Cyber Risk, Security, and GovernanceKovrr · undated page, accessed November 10, 2026 · Tier A
  4. [4]AI Compliance Solution & AI Assurance Platform | KovrrKovrr · undated page, accessed November 10, 2026 · Tier A
  5. [5]Kovrr | AI Security and Governance for the Agentic EraKovrr · undated page, accessed November 10, 2026 · Tier A
  6. [6]Cybersecurity GRC Powered by On-Demand CRQ | KovrrKovrr · undated page, accessed November 10, 2026 · Tier A
  7. [7]Cybersecurity Maturity Assessments Enhanced by CRQ | KovrrKovrr · undated page, accessed November 10, 2026 · Tier A
  8. [8]Cyber Budget Justification and Risk Prioritization | KovrrKovrr · undated page, accessed November 10, 2026 · Tier A
  9. [9]Reporting Cybersecurity Metrics to the Board | KovrrKovrr · undated page, accessed November 10, 2026 · Tier A
  10. [10]Maximizing ROI for Your Cyber Security Program | KovrrKovrr · undated page, accessed November 10, 2026 · Tier A
  11. [11]On-Demand CRQ Platform API Integrations | KovrrKovrr · undated page, accessed November 10, 2026 · Tier A
  12. [12]On-Demand Cyber Risk Quantification (CRQ) Pricing | KovrrKovrr · undated page, accessed November 10, 2026 · Tier A
  13. [13]Cyber Risk Quantification for Financial Services | KovrrKovrr · undated page, accessed November 10, 2026 · Tier A

Safe Security full record

  1. [1]safe.securitySafe Security · safe.security · published September 24, 2026 · Tier A
  2. [2]About usSafe Security · safe.security · published June 8, 2026 · Tier A
  3. [3]Bt invests in safe securitySafe Security · safe.security · undated page, accessed September 27, 2026 · Tier A
  4. [4]Safe Security Reviews, Ratings & Features 2026 | Gartner Peer InsightsGartner Peer Insights · undated page, accessed October 28, 2026 · Tier C
  5. [5]About Us - Safe SecuritySafe Security · undated page, accessed November 10, 2026 · Tier A
  6. [6]Vendor Risk Management Software for Program Leaders | SAFESafe Security · undated page, accessed November 10, 2026 · Tier A
  7. [7]Autonomous Cyber Risk Management | SAFESafe Security · undated page, accessed November 10, 2026 · Tier A
  8. [8]Vendor Risk Assessment Automation for Analysts | SAFESafe Security · undated page, accessed November 10, 2026 · Tier A
  9. [9]CISO Cyber Risk Management: Vendor and Exposure | SAFESafe Security · undated page, accessed November 10, 2026 · Tier A
  10. [10]Cyber Risk Officer - Safe SecuritySafe Security · undated page, accessed November 10, 2026 · Tier A
  11. [11]Integrations - Safe SecuritySafe Security · undated page, accessed November 10, 2026 · Tier A
  12. [12]Manufacturing Supplier and Cyber Risk | SAFESafe Security · undated page, accessed November 10, 2026 · Tier A
  13. [13]Financial Services Vendor and Cyber Risk | SAFESafe Security · undated page, accessed November 10, 2026 · Tier A
  14. [14]Retail Vendor and Cyber Risk Management | SAFESafe Security · undated page, accessed November 10, 2026 · Tier A
  15. [15]Healthcare Vendor and Cyber Risk Management | SAFESafe Security · undated page, accessed November 10, 2026 · Tier A
  16. [16]Technology Vendor and Cyber Risk Management | SAFESafe Security · undated page, accessed November 10, 2026 · Tier A

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