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◎ RankGlobal mapped

Adversa AI

AI Ethics & Governance · MLOps & InfrastructureTel Aviv, IsraelFounded 2020

Adversa AI is a cybersecurity company dedicated to securing AI systems from adversarial attacks, providing security assessments, red teaming, and hardening solutions for models and agents.

4.9
Average rating
10
Mapped reviews
100%
Profile coverage

Company & commercials

Primary category
AI Ethics & Governance
Team size
10-25 employees
Typical budget
$50K - $150K
Primary industry
Technology, Software & Digital Infrastructure
Provider overview

A clear view of what Adversa AI does best.

Structured from supplied company information and mapped to RankGlobal's controlled AI and industry taxonomy.

Company profile
AI Ethics & Governance provider for Technology, Software & Digital Infrastructure

Adversa AI is a cybersecurity company dedicated to securing AI systems from adversarial attacks, providing security assessments, red teaming, and hardening solutions for models and agents. RankGlobal maps its primary capability to AI Security & Red Teaming within AI Ethics & Governance, with supporting relevance to AI Governance & Compliance, MLOps. Its strongest supplied industry signals align with Cybersecurity, Critical Infrastructure Protection, FinTech Platforms.

See how this profile was mapped →
Primary AI category
AI Ethics & Governance
Strongest industry signal
Technology, Software & Digital Infrastructure
Engagement profile·$50K - $150K·10-25 employees·Service
Mapped capabilities · 2 categories
Technology

Platforms, methods and technical signals

Adversarial MLRed Teaming toolsLLM security filters

Tools and platforms named in Adversa AI's supplied company profile.

Expertise

Named expertise on file

  • AI Security Posture Management (AISPM)

    Delivering a centralized platform to catalog, monitor, and secure the corporate AI portfolio against adversarial attacks.

    AISPMCybersecurityAI Security
  • AI Red Teaming

    Conducting rigorous "stress-tests" on AI models (LLMs, Computer Vision) to identify vulnerabilities like prompt injection or data poisoning.

    Red TeamingVulnerability ResearchTrust
  • Compliance Auditing

    ensuring that AI deployments meet emerging security regulations and industry standards through automated assessments.

    GRCAuditCompliance
Stated credentials

Certifications named on the profile

LLM security filters
RankGlobal provider intelligence
Analyst brief

Mapped Evidence Report

A decision-support view of Adversa AI, built from mapped taxonomy signals, evidence confidence, commercial profile and reviews.

Primary feed set
AI Ethics & Governance
Compared with
324 providers
Evidence signals used
3 signals
Publication status
Published
Structured evidence signal
100/100
Strong evidence
60th percentile of 324 peers · peer median 100
Profile coverage100
Taxonomy density100
Review signal100
Peer benchmark
How the profile compares

AI Ethics & Governance among 324 published providers

Average rating4.92 · median 4.84
Mapped reviews10 · median 10
Profile completeness100% · median 100%
Taxonomy breadth12 · median 17
Signal radar
Multi-dimensional evidence
RatingReviewsCoverageBreadth
This profile (percentile) Peer median
Capability mix
Mapped category signal
AI Ethics & Governance100%
MLOps & Infrastructure76%

Imported mapping confidence for each category — not a share of work, revenue, or delivery volume.

Mapped industries
4 industries on the map
4
Government & Public Sector25%
Technology, Software & Digital Infrastructure25%
Financial Services & Insurance25%
Environmental & Sustainability Services25%

Share of mapped industry rows on the taxonomy map — not share of work or revenue.

Evidence mix
Mapping grades
Direct33% · 4
Supported58% · 7
Adjacent8% · 1

Imported mapping grades across 12 taxonomy mappings — not a search ranking.

RankGlobal analyst interpretation

What the mapped signals say

Adversa AI presents as a strong evidence profile for AI Ethics & Governance. It ranks in the 60th percentile of 324 published providers in AI Ethics & Governance, and 10 reviews back the commercial profile.

Current positioning: P60 evidence quality · P20 industry breadth
Strongest signals
Evidence-backed strength in AI Ethics & Governance is the profile's clearest signal in the mapped taxonomy.
Best user fit
Technology, Software & Digital Infrastructure buyers evaluating AI Ethics & Governance at a $50K - $150K engagement size.
Confirm before engagement
Confirm current delivery capacity directly — mapped signals reflect profile evidence, not live availability.
Client feedback signals
10
Reviews
4.9
Average rating
0
Publicly reshared
Published
Listing status
How this report is calculated →
Industry experience

Where this expertise is most relevant.

Industry mappings are organized by evidence strength so buyers can distinguish demonstrated alignment from broader search relevance.

4 mapped subindustries
Direct
Critical Infrastructure Protection

Source industry: Critical Infrastructure

98% mapping confidence
Direct · Primary
Cybersecurity

Source industry: Cybersecurity

98% mapping confidence
Client feedback

What clients say.

Reviews and ratings published for this provider.

5
Defending LLM Vulnerabilities via Specialized Red-Teaming AI

The essential defense for LLMs. Their red-teaming platform revealed vulnerabilities in our customer bot that traditional tools missed.

Finance Manager
5
Securing CV Pipelines via Exceptional Strategic AI

Eye-opening and professional. They provided the automated stress tests needed to secure our computer vision pipeline.

CTO, Biotech
5
Bridging Security-Innovation Gaps via Specialized Risk-Highlight AI

They bridge the gap between AI innovation and security. Their risk highlights are clear without being technical noise.

Innovation VP
5
Protecting Prompt Injections via Specialized High-Depth AI

Very high technical depth. They treat AI security as a science, protecting our revenue from prompt injection attacks.

Tech Lead
5
Deploying Secure AI via Specialized Effective AI

Highly effective for compliance. Their platform takes the guesswork out of AI security, letting us deploy with confidence.

Product Mgr
5
Mitigating Breach Risks via Specialized High-ROI AI

Great ROI for risk mitigation. The cost of a single AI breach far outweighs the subscription to Adversa's defense suite.

Finance Head
5
Leading Adversarial AI Hubs via Reliable Specialized AI

Reliable performance and professional delivery. The clear leader in the global adversarial AI and model defense hub.

Ops Director
5
Understanding Model Failures via Exceptional Strategic AI Support

Exceptional communication. They helped our team understand 'the why' behind model failures and how to fix them.

Support Lead
5
Bridging Secure Gaps via Strategic AI-Driven Defense

Helping us bridge the gap with secure AI deployments. A brilliant and powerhouse security partner.

CDO, Health

10 published quotes on this profile.

Showing 9 of 10, ranked by display order then recency.

Rating distribution
5
10
4
0
3
0
2
0
1
0

Ratings aggregate 10 reviews at the average shown above.

Transparent profile intelligence

How RankGlobal maps this profile.

RankGlobal maps this profile against a controlled taxonomy. Mapping grades on capability and industry cards describe how the profile is classified. Source strength for ranking decisions follows the hierarchy published on Research— a mapping grade is not a claim of discoverability weight.

Tier 1 · Authoritative
Regulators, registries, certifications, signed client evidence.
Highest evidentiary weight
Tier 2 · Independent
Credible media, industry bodies, partner directories, third-party datasets.
Strong with attribution and recency
Tier 3 · Provider-controlled
Company site, case studies, press releases, structured submissions.
Accepted as a claim; verification raises weight
Tier 4 · Discovery-only
Directory listings, aggregations, and early discovery signals.
Used for discovery; weighted accordingly in ranking

Direct, Supported, Related and Adjacent appear on mapped cards as classification grades. They do not rank how discoverable a provider should be.

RankGlobal trust center →
Ready to evaluate this provider

Move from discovery to a focused conversation.

Your enquiry goes to the RankGlobal research team, not the provider's sales inbox. Sending it does not affect their ranking.

Before you reach out

What RankGlobal holds on file for Adversa AI, and the three things worth confirming directly once you're in touch.

Primary category
AI Ethics & Governance
Primary industry
Technology, Software & Digital Infrastructure
Typical budget
$50K - $150K
Team size
10-25 employees
  1. 1
    Name the use case

    Say which AI Ethics & Governance problem you are evaluating, so the research team can route your message accurately.

  2. 2
    Pressure-test the budget band

    The $50K - $150K band on file is a profile-level figure. Ask what a scope like yours actually lands at.

  3. 3
    Ask for a reference

    Request a client reference in Technology, Software & Digital Infrastructure — the strongest industry signal on this profile.

Enquire about Adversa AI

Three fields. Anything longer belongs on the full contact page, linked below.