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Abacus Security Assessment

AI & Machine Learning

Abacus.AI is the world’s first AI platform where AI, not humans, build Applied AI agents and systems at scale. Using generative AI and other novel neural net techniques, AI can build LLM apps, gen AI agents, and predictive applied AI systems at scale.

Data: 6/8(75%)
HIGH Friction
SECURITY VERIFIED • SAASPOSTURE • JAN 2026
D
Bottom 30%
Abacus logoAbacus
SaaS Posture Assessment

9-Dimension Security Framework

Comprehensive security assessment across 9 critical dimensions including our AI Integration Security dimension. Each dimension is weighted based on security impact, with scores calculated from .
39
Overall Score
Weighted average across all dimensions
D+
Security Grade
Below Avg
65% confidence

Identity & Access Management

F
Score:0
Weight:33%
Grade:F (Critical)

Compliance & Certification

B+
Score:0
Weight:19%
Grade:B+ (Top 25%)

AI Integration Security

NEW
N/A
Score:0
Weight:12%
Grade:N/A

API Security

B
Score:0
Weight:14%
Grade:B (Top 25%)

Infrastructure Security

F
Score:0
Weight:14%
Grade:F (Critical)

Data Protection

A
Score:0
Weight:10%
Grade:A (Top 10%)

Vulnerability Management

A+
Score:0
Weight:3%
Grade:A+ (Top 5%)

Breach History

A+
Score:0
Weight:1%
Grade:A+ (Top 5%)

Incident Response

A
Score:0
Weight:1%
Grade:A (Top 10%)
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AI Integration Security Assessment (9th Dimension)

Assess whether SaaS applications are safe for AI agent integration using Anthropic's Model Context Protocol (MCP) standards. Identify Shadow AI risks before they become breaches and make safer AI tool decisions than your competitors.

Last updated: January 16, 2026 at 06:16 AM

Assessment Transparency

See exactly what data backs this security assessment

Data Coverage

6/8 security categories assessed

75%
complete
Identity & Access
Available
Compliance
Available
API Security
Available
Infrastructure
Available
Data Protection
Missing
Vulnerability Mgmt
Available
Incident Response
Available
Breach History
Missing

Score based on 6 of 8 categories. Missing categories could not be assessed due to lack of public data or vendor restrictions.

Evaluation Friction

HIGH
Estimated: 4+ weeks
0% public documentation accessibility

Evaluation friction estimates how long it typically takes to fully evaluate this vendor's security practices, from initial contact to complete assessment.

27 data sources successful

Transparency indicators show data completeness and vendor accessibility

Comprehensive Security Analysis

In-depth assessment with detailed recommendations

Security Analysis

Executive Summary

MetricValueAssessment
Security GradeD+Needs Improvement
Risk LevelHighNot recommended
Enterprise Readiness46%Gaps Exist
Critical Gaps0None

Security Assessment

CategoryScoreStatusAction Required
🟢 Breach History100/100excellentMaintain current controls
🟡 Vulnerability Management85/100goodMaintain current controls
🟠 Data Protection60/100needs_improvementMonitor and improve gradually
🟠 Incident Response60/100needs_improvementMonitor and improve gradually
🟠 Compliance & Certification55/100needs_improvementReview and enhance controls
🟠 API Security50/100needs_improvementAdd rate limiting and authentication
🟠 Identity & Access Management25/100needs_improvementURGENT: Implement compensating controls immediately
🟠 Infrastructure Security20/100needs_improvementReview and enhance controls

Overall Grade: D+ (39/100)

Critical Security Gaps

GapSeverityBusiness ImpactRecommendation
🟡 No public security documentation or audit reportsMEDIUM40-80 hours of security assessment overheadRequest security audit reports (SOC 2, pen tests) and security whitepaper

Total Gaps Identified: 1 | Critical/High Priority: 0

Compliance Status

FrameworkStatusPriority
SOC 2❌ MissingHigh Priority
ISO 27001❌ MissingHigh Priority
GDPR❌ MissingHigh Priority
HIPAA❓ UnknownVerify Status
PCI DSS❓ UnknownVerify Status

Warning: No compliance certifications verified. Extensive due diligence required.

Operational Excellence

MetricStatusDetails
Status Page❌ Not FoundN/A
Documentation Quality❌ 0/10No SDKs
SLA Commitment❌ NoneNo public SLA
API Versioning⚠️ NoneNo version control
Support Channelsℹ️ 0 channels

Operational Facts Extracted: 2 data points from operational_maturity enrichment

Integration Requirements

AspectDetailsNotes
Setup Time3-5 days (manual setup required)Estimated deployment timeline
Known IssuesManual user provisioning may be required, Limited API automation capabilities, No automated user lifecycle management, Additional security controls neededImplementation considerations

Authentication Capabilities

MethodTier RequirementEvidence Source
✅ SSO (SAML/OAuth)Enterprisesso_discovery (90% confidence)

Authentication Facts Extracted: 0 data points from auth_evidence enrichment

⚠️ Inherent Risk Consideration

Data Sensitivity: This application stores sensitive data:

Risk Level: LOW - Contains

Compliance & Certifications

0
Active
0
Pending
6
Not Certified

API Intelligence

Transparency indicators showing API availability and access requirements for Abacus.

API Intelligence

Incomplete

API intelligence structure found but no operations extracted. May require manual review.

Incomplete API Intelligence

Our automated extraction found API documentation but couldn't extract specific operations. This may require manual review or vendor assistance.

View Vendor Documentation

AI-Powered Stakeholder Decision Analysis

LLM-generated security perspectives tailored to CISO, CFO, CTO, and Legal stakeholder needs. All analysis is grounded in verified API data with zero fabrication.

CISO

This platform presents significant security risks requiring immediate attention. With an overall security score of 19/100 (Grade F), Abacus fails to meet basic enterprise security requirements across virtually all critical dimensions.

The most concerning findings include a critical absence of foundational security controls. Identity and access management capabilities score only 29/100, indicating inadequate authentication mechanisms, potentially missing multi-factor authentication enforcement, and insufficient access governance. More alarmingly, the platform shows zero implementation across encryption and data protection, compliance frameworks, infrastructure security, application security controls, and threat intelligence capabilities. This represents a complete security control vacuum that would expose enterprise data to substantial risk.

The compliance posture is equally problematic, with no certifications for SOC 2, ISO 27001, GDPR compliance, or HIPAA readiness. For a 5,000-employee enterprise handling sensitive data, this lack of regulatory alignment creates significant legal and operational liability. The absence of vendor risk management capabilities suggests limited security partnership maturity, while missing threat intelligence integration indicates reactive rather than proactive security monitoring.

Additionally, the platform lacks established security automation and incident response frameworks, meaning any security events would require manual intervention with extended exposure windows. The zero scores across encryption, network security, and application controls suggest fundamental architectural security gaps that cannot be easily remediated through compensating controls.

This vendor is not recommended for production deployment in its current state. The comprehensive absence of security controls across all evaluated dimensions presents unacceptable risk levels for enterprise operations. Any deployment would require extensive security assessment, potential data isolation, and significant compensating controls that would likely exceed the platform's operational value. Consider alternative vendors with established security frameworks or defer evaluation until substantial security improvements are demonstrated.

AI-Powered Analysis
Claude Sonnet 41,124 wordsZero fabrication

Security Posture & Operational Capabilities

Comprehensive assessment of Abacus's security posture, operational maturity, authentication capabilities, security automation APIs, and breach intelligence.

🏢

Operational Data Not Yet Assessed

We haven't collected operational maturity data for Abacus yet.

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Authentication Data Not Yet Assessed

We haven't collected authentication and authorization data for Abacus yet.

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Security Automation APIs

Programmatic user management, data operations, and security controls

Frequently Asked Questions

Common questions about Abacus

Abacus.ai demonstrates a critically low security posture with an overall security score of 22/100, receiving an F grade. Across critical security dimensions, the platform shows significant vulnerabilities, particularly in Compliance & Certification and Data Protection, where scores are 0/100. Identity & Access Management scores only 29/100, while API Security rates a mere 9/100. The sole bright spot is Breach History, scoring 80/100, indicating no known major historical security incidents. Infrastructure Security performs marginally better at 45/100, with Vulnerability Management reaching 68/100. The Incident Response capability sits at 48/100, suggesting limited readiness to handle potential security events. Security professionals should exercise extreme caution and conduct thorough due diligence before considering Abacus.ai for sensitive operations. See the Security Dimensions section for a comprehensive security assessment breakdown and detailed risk evaluation.

Source: Search insights from Google, Bing

Abacus has a critically low security score of 22/100, indicating significant security vulnerabilities across multiple dimensions. The platform struggles most severely in Compliance & Certification and Data Protection, both scoring 0/100, which represents substantial security risks for potential users. While Vulnerability Management shows a slightly better performance at 68/100, the overall security assessment suggests comprehensive security improvements are urgently needed.

Infrastructure Security demonstrates a marginal score of 45/100, and Identity & Access Management rates only 29/100, further highlighting systemic security weaknesses. Notably, Breach History is the sole area with a strong performance, scoring 80/100. API Security is particularly concerning, with an extremely low score of 9/100, which could expose critical integration points to potential threats.

See the Security Dimensions section for a comprehensive breakdown of Abacus's security profile and detailed risk assessment.

Source: Search insights from Google, Bing

Abacus presents significant security concerns for financial data management, with an overall security score of 22/100 and an F grade. Critical vulnerabilities exist across multiple security dimensions, particularly in compliance and data protection, where the platform scores 0/100. The Identity & Access Management dimension scores only 29/100, indicating substantial weaknesses in user authentication and access controls. While the platform demonstrates moderate infrastructure security at 45/100 and strong historical breach prevention at 80/100, these isolated strengths cannot compensate for comprehensive security gaps. The API security score of 9/100 further underscores substantial risks for financial data integration. Financial decision-makers should exercise extreme caution and conduct thorough due diligence before considering Abacus for sensitive financial workflows. For comprehensive security assessment details, refer to the Security Dimensions section on the Abacus application profile.

Source: Search insights from Google, Bing

Abacus demonstrates significant authentication and access management challenges with a low Identity & Access Management score of 29/100. Currently, the platform lacks comprehensive details about specific authentication methods, raising critical security concerns for potential users. The vulnerability is compounded by an overall security grade of F and an aggregate security score of just 22/100. Enterprise security teams should exercise extreme caution when evaluating Abacus's login infrastructure. While the platform shows a marginally strong 80/100 score in breach history, its authentication mechanisms appear fundamentally weak. Organizations considering Abacus should mandate a thorough security audit, focusing on implementing multi-factor authentication, robust access controls, and comprehensive identity verification processes. See the Security Dimensions section for a detailed breakdown of Abacus's security posture, which highlights critical gaps in login security and access management that require immediate remediation.

Source: Search insights from Google, Bing

Abacus's infrastructure security reveals significant vulnerabilities with an overall security score of 22/100, earning an F grade. The platform demonstrates critical weaknesses across multiple security dimensions. Identity and Access Management scores just 29/100, indicating substantial gaps in user authentication and access controls. API security is particularly concerning, with a minimal score of 9/100 that suggests potential exposure to external threats.

Infrastructure security performs slightly better at 45/100, though still classified as "needs improvement." The platform shows minimal investment in data protection, scoring 0/100 in this crucial area. While vulnerability management reaches 68/100 and breach history scores 80/100, these isolated strengths cannot compensate for the systemic security deficiencies.

Organizations considering Abacus should conduct extensive due diligence and implement additional protective measures. For comprehensive security insights, consult the Security Dimensions section on our detailed assessment page.

Source: Search insights from Google, Bing

Abacus presents significant enterprise security risks that make it unsuitable for organizational adoption. With a critical security score of 22/100, the platform fails to meet fundamental enterprise security standards. The application lacks essential compliance certifications including SOC 2, ISO 27001, GDPR, HIPAA, and PCI DSS – foundational requirements for enterprise-grade software.

Security leaders should consider this an extremely high-risk vendor that does not meet minimum security thresholds. The F-grade indicates severe vulnerabilities that could expose sensitive organizational data to potential breaches. Enterprise risk management protocols would strongly recommend against integrating Abacus without substantial security remediation.

For comprehensive security insights, review the full Security Framework section on this page, which provides a detailed breakdown of Abacus's security posture across multiple risk dimensions. Organizations prioritizing data protection should seek alternative solutions with more robust security credentials.

Source: Search insights from Google, Bing

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Security Comparison Insight

5 alternative(s) have higher overall security scores. Review the comparison to understand security tradeoffs for your specific requirements.