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Protect AI

LLM Agents & RAG · Conversational AI · MLOps & InfrastructureBerlin, GermanyFounded 2022

Protect AI is the broadest and most comprehensive AI security solution, offering Guardian, Recon, and Layer to secure AI applications from model selection to runtime and beyond.

4.9
Average rating
10
Mapped reviews
100%
Profile coverage

Company & commercials

Primary category
LLM Agents & RAG
Team size
50-100 employees
Typical budget
$100K+
Primary industry
Healthcare & Life Sciences
Provider overview

A clear view of what Protect AI does best.

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

Company profile
LLM Agents & RAG provider for Healthcare & Life Sciences

Protect AI is the broadest and most comprehensive AI security solution, offering Guardian, Recon, and Layer to secure AI applications from model selection to runtime and beyond. RankGlobal maps its primary capability to Large Language Models within LLM Agents & RAG, with supporting relevance to Generative AI Development, AI Agents. Its strongest supplied industry signals align with HealthTech Platforms, Energy Trading & Services, FinTech Platforms.

See how this profile was mapped →
Primary AI category
LLM Agents & RAG
Strongest industry signal
Healthcare & Life Sciences
Engagement profile·$100K+·50-100 employees·Product
Mapped capabilities · 4 categories
Technology

Platforms, methods and technical signals

GuardianReconLayerMLSecOps

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

Expertise

Named expertise on file

  • AI Security Platform (Guardian)

    Providing a comprehensive security layer (AI WAF) to intercept and neutralize adversarial attacks on production LLMs.

    AI SecurityGuardianThreat Mitigation
  • AI Red Teaming

    Conducting rigorous technical assessments and "stress-testing" AI supply chains to find vulnerabilities.

    Red TeamingVulnerability ResearchPenetration Testing
  • Runtime Threat Mitigation

    Automatically identifying and blocking prompt injections and data exfiltration attempts in real-time.

    AI GuardrailsRuntime ProtectionData Masking
  • Model Inventory & Governance

    Delivering a centralized view of all AI assets, models, and notebooks to identify "shadow AI."

    AI GovernanceInventoryMonitoring
RankGlobal provider intelligence
Analyst brief

Mapped Evidence Report

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

Primary feed set
LLM Agents & RAG
Compared with
933 providers
Evidence signals used
3 signals
Publication status
Published
Structured evidence signal
100/100
Strong evidence
60th percentile of 933 peers · peer median 100
Profile coverage100
Taxonomy density100
Review signal100
Peer benchmark
How the profile compares

LLM Agents & RAG among 933 published providers

Average rating4.91 · median 4.83
Mapped reviews10 · median 10
Profile completeness100% · median 100%
Taxonomy breadth18 · median 21
Signal radar
Multi-dimensional evidence
RatingReviewsCoverageBreadth
This profile (percentile) Peer median
Capability mix
Mapped category signal
LLM Agents & RAG100%
Conversational AI76%
MLOps & Infrastructure76%
Natural Language Processing76%

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

Mapped industries
4 industries on the map
4
Energy & Utilities25%
Financial Services & Insurance25%
Healthcare & Life Sciences25%
Technology, Software & Digital Infrastructure25%

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

Evidence mix
Mapping grades
Direct17% · 3
Supported78% · 14
Related6% · 1

Imported mapping grades across 18 taxonomy mappings — not a search ranking.

RankGlobal analyst interpretation

What the mapped signals say

Protect AI presents as a strong evidence profile for LLM Agents & RAG. It ranks in the 60th percentile of 933 published providers in LLM Agents & RAG, and 10 reviews back the commercial profile.

Current positioning: P60 evidence quality · P36 industry breadth
Strongest signals
Evidence-backed strength in LLM Agents & RAG is the profile's clearest signal in the mapped taxonomy.
Best user fit
Healthcare & Life Sciences buyers evaluating LLM Agents & RAG at a $100K+ 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 →
Capabilities

Evidence-led AI expertise.

Capabilities are listed with their mapping grade (Direct, Supported, Related, or Adjacent).

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
Client feedback

What clients say.

Reviews and ratings published for this provider.

5
Securing LLM Deployment via Essential AI Prompt-Injection Protection

The 'Guardian' platform is essential. It's the only way we can safely deploy LLMs without fear of prompt injection.

CISO, Fortune 50
5
Securing Training Pipelines via Specialized AI Bug-Bounty Programs

Their 'AI Bug Bounty' program identified a critical leak in our training pipeline. A must-have for secure AI.

CTO, Fintech
5
Leading the AI Era in Malicious-Weight Scanning and Model Defense

Finally, a tool that scans models for 'malicious weights'. They are the CrowdStrike of the AI era.

Head of AI
5
Blocking 99% of Adversarial Attacks via Real-Time AI Guardian Protection

Guardian blocks 99% of adversarial attacks in real-time. It’s the best runtime protection available.

Security Lead
5
Ensuring Ironclad AI Security via Seamless MLflow and SageMaker Integration

Seamless integration with our MLflow and SageMaker pipelines. They make AI security invisible but ironclad.

Product Mgr
5
Maximizing ROI via Millions in AI Breach Prevention and Defense

The cost of an AI breach is millions; Protect AI's platform pays for itself ten times over.

Finance Head
5
Ensuring Total Visibility via Precise AI Model SBOM Management

Reliable and precise. We now have a clear SBOM for every AI model in our environment.

Ops Director
5
Leading Global MLSecOps via Incredible Specialized AI Expertise

Incredible expertise. They are the leading authority on MLSecOps globally.

Support Lead
5
Bridging Healthcare Security Gaps via HIPAA-Compliant AI Agents

Helping us bridge the gap with HIPAA-compliant, secure AI agents. A brilliant 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 Protect AI, and the three things worth confirming directly once you're in touch.

Primary category
LLM Agents & RAG
Primary industry
Healthcare & Life Sciences
Typical budget
$100K+
Team size
50-100 employees
  1. 1
    Name the use case

    Say which LLM Agents & RAG problem you are evaluating, so the research team can route your message accurately.

  2. 2
    Pressure-test the budget band

    The $100K+ 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 Healthcare & Life Sciences — the strongest industry signal on this profile.

Enquire about Protect AI

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