CISO Tribune

Vendor comparison · 4 companies

AIShield, Alice, Enkrypt AI and HiddenLayer

Change the companies

Up to four companies side by side.

  • AIShield
  • Alice
  • Enkrypt AI
  • HiddenLayer

Four is the most one page holds. Remove or swap a company to add another.

Swipe the table sideways to see every company.

AIShield, Alice, Enkrypt AI and HiddenLayer Compared
AIShieldAIShield, operating under Bosch Global Software Technologies, provides products that scan AI/ML models and notebooks, red team ML and LLM systems, and apply a firewall and guardrails to protect deployed machine learning and generative AI applications from adversarial attacks, prompt injection and data leakage.boschaishield.comAliceAlice, formerly known as ActiveFence, provides AI security, safety and trust products that test, protect and monitor generative AI applications, agents and foundation models across their lifecycle.alice.ioEnkrypt AIEnkrypt AI Academy offers courses for builders, security teams, and execs.enkryptai.comHiddenLayerHiddenLayer sells software that secures machine learning models and AI applications, covering model scanning, red teaming, runtime guardrails and protection for autonomous agents and MCP connections.hiddenlayer.com
What it sells
  • AIShield AISpectraScans AI/ML models and notebooks and performs red teaming of ML and LLM systems to find vulnerabilities such as adversarial attacks, model theft, data poisoning, prompt injections and jailbreaks.
  • AIShield Guardian ML FirewallDetects and mitigates adversarial threats such as extraction, evasion and poisoning against deployed machine learning applications, integrating with tools like Splunk and Sentinel.
  • AIShield Guardian GenAI GuardrailsFilters inputs and outputs of generative AI applications and LLMs to mitigate prompt injection, jailbreaks, sensitive data exposure and bias, with PII anonymization.
  • WonderSuite[1]A unified platform that combines pre-launch adversarial testing, real-time guardrails, and ongoing production evaluation for GenAI and agentic systems.
  • WonderBuild[1]Pre-launch red teaming that stress-tests AI models, applications and agents for prompt injection, jailbreaks, data leakage and policy violations before deployment.
  • WonderFence[1]A real-time AI firewall that intercepts unsafe inputs before they reach a model and blocks harmful outputs before they reach users.
  • WonderCheck[1]Periodic post-launch red teaming and evaluation that detects model drift, regressions and emerging vulnerabilities in production AI systems.
  • Rabbit Hole[1]A proprietary adversarial intelligence dataset of real-world harmful and manipulative AI interaction data that powers the WonderSuite products.
  • DetectContinuously red-teams AI with dynamic, use-case-specific attacks intended to uncover security, safety and brand risks.
  • RemoveApplies real-time guardrails intended to stop threats as they happen.
  • MonitorGives real-time insight into AI risk and compliance status to prepare for audits.
  • ComplyTranslates internal policies and external regulations into automated guardrails and compliance evidence.
  • Model Scanning[1]Scans third-party and proprietary machine learning models to detect hidden risks.
  • Red Teaming[1]Runs continuous testing intended to identify threats early and validate AI defenses.
  • AI Guardrails[1]Applies policy-based controls intended to prevent misuse, data leakage and adversarial attacks on AI systems.
  • Agentic and MCP Protection[1]Monitors autonomous AI agents and MCP connections and is intended to guard against rogue behavior.
Categories
Headquarters
Not stated on its pagesNew York, USA[1]Brighton, United StatesAustin, United States[2]
Founded
Not stated on its pagesNot stated on its pages2022[2]2022[2]
Ownership and funding
Not stated on its pagesNot stated on its pagesPrivately held[1]Privately held[3]
Named customers
Not stated on its pagesNot stated on its pagesNot stated on its pagesNot stated on its pages
Recent news
Not stated on its pagesNot stated on its pagesNot 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: Not stated on its pages
  • G2: Not stated on its pages
  • Gartner Peer Insights: Not stated on its pages
  • G2: Not stated on its pages
  • Gartner Peer Insights: Not stated on its pages
Who it fits
Not written yetNot written yetNot written yetNot written yet
Last verified
October 28, 2026October 29, 2026September 27, 2026November 2, 2026

About AIShield

AIShield, operating under Bosch Global Software Technologies, provides products that scan AI/ML models and notebooks, red team ML and LLM systems, and apply a firewall and guardrails to protect deployed machine learning and generative AI applications from adversarial attacks, prompt injection and data leakage. A press release dateline places the company in Bengaluru, India.[1]

AIShield on the record

Sources

AIShield full record

  1. [1]boschaishield.comAIShield · boschaishield.com · undated page, accessed October 28, 2026 · Tier A

Alice full record

  1. [1]alice.ioAlice · alice.io · undated page, accessed October 29, 2026 · Tier A

Enkrypt AI full record

  1. [1]Enkrypt AI | World's Most Comprehensive AI Security PlatformEnkrypt AI · undated page, accessed September 27, 2026 · Tier A
  2. [2]MultimodalaisecurityEnkrypt AI · enkryptai.com · undated page, accessed September 27, 2026 · Tier A

HiddenLayer full record

  1. [1]hiddenlayer.comHiddenLayer · hiddenlayer.com · undated page, accessed September 27, 2026 · Tier A
  2. [2]Hiddenlayer launches the first security solution to protect ai powered products 301587864HiddenLayer via PR Newswire · prnewswire.com · published July 19, 2022 · Tier A
  3. [3]Hiddenlayer 100m series b ai securityHiddenLayer · hiddenlayer.com · undated page, accessed September 27, 2026 · Tier A

Spot a factual error? Request a correction.