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Robust Intelligence

Real-time AI risk management and validation

Overview

Robust Intelligence provides an AI risk management platform that helps enterprises secure their AI systems. It protects models and data in real time and uses hundreds of tests to continuously validate behavior across the AI lifecycle. The platform supports all AI modalities, including Generative AI, and emphasizes regulatory compliance to enable safe AI use. It differentiates itself with real-time protection, cross-modality coverage, open-source AI risk data via MITRE ATLAS, and native testing integrations with Databricks and MongoDB Atlas Vector Search, all aimed at helping enterprises deploy AI securely at scale.

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About Robust Intelligence

Simplify's Rating
Why Robust Intelligence is rated
B-
Rated B on Competitive Edge
Rated B on Growth Potential
Rated C on Differentiation

Industries

Data & AnalyticsEnterprise SoftwareCybersecurityAI & Machine Learning

Company Size

11-50

Company Stage

Series B

Total Funding

$58M

Headquarters

Bengaluru, India

Founded

2019

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What believers are saying

  • NIST updated adversarial machine-learning taxonomy in March 2025 with Robust Intelligence contributors.
  • Cisco expanded AI Defense on February 10, 2026 with agentic runtime protections.
  • Cisco's October 2026 positioning keeps Robust Intelligence central to AI security go-to-market.

What critics are saying

  • Robust Intelligence lost standalone identity after Cisco closed the acquisition in 2024.
  • HiddenLayer and similar rivals copy validation plus runtime protection, compressing pricing by 2026.
  • Cisco can redirect AI Defense priorities, making Robust Intelligence technology irrelevant inside enterprise security.

What makes Robust Intelligence unique

  • Cisco baked Robust Intelligence into AI Defense and Foundation AI by 2026.
  • It pioneered algorithmic red teaming and the industry's first AI Firewall.
  • Its controls span development, runtime, and AI-supply-chain governance for production deployments.

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Funding

Total Funding

$58M

Below

Industry Average

Funded Over

4 Rounds

Notable Investors:
Series B funding is typically for startups that have proven their business model and need more funding to expand rapidly—often by entering new markets or adding more products. Investors are usually venture capital firms that specialize in later-stage investments.
Series B Funding Comparison
Below Average

Industry standards

$35M
$30M
$45M
$65M
$100M

Growth & Insights and Company News

6 month growth

-6%

1 year growth

-39%

2 year growth

-39%
Daily Company News
Sep 4th, 2026
HiddenLayer raises $100 million in Series B funding round.

HiddenLayer raises $100 million in Series B funding round. HiddenLayer's $100 million Series B positions the Austin-based AI security company as a leading pure play provider securing agentic, generative, and predictive AI systems amid surging enterprise demand. HiddenLayer's recent $100M round was led by Delta-v Capital, with participation from Ten Eleven Ventures, Morgan Stanley, M12 (Microsoft's venture fund), and Booz Allen Ventures. This brings HiddenLayer's total capital raised to approximately $156 million. Prior rounds included a roughly $6 million seed in 2022 and a $50 million Series A in September 2023 (co-led by M12 and Moore Strategic Ventures). Secondary market data places a post money valuation in the range of roughly $383-387 million. The company, founded in 2022 by Chris "Tito" Sestito (CEO) and co-founders including security and AI veterans, employs around 175 people. How will HiddenLayer use the funds? Funds will deepen the enterprise platform with emphasis on Agentic Runtime Security (real time visibility into agent behavior in production, detecting and blocking manipulation, tool misuse, and unauthorized actions) and the new Agent Harness Security solution, which extends runtime protection to autonomous coding agents that write, review, and ship code with reduced human oversight. Additional priorities include sales and distribution expansion, engineering and research growth, channel relationships, leadership hires (including recent Chief Revenue Officer Mike Gesnaldo), and international expansion starting in Europe and the broader EMEA region. Annual recurring revenue (ARR) grew more than 10x over the past year and now sits in the "tens of millions" of dollars, with over 90% of that growth driven by new customers. The company added more than 50 new platform customers across securities brokerage, banking, insurance, accounting, government, technology, IT services, pharmaceuticals, and airlines. International wins include one of the world's largest pharmaceutical companies plus premium automotive and food and beverage brands. It also supports a leading frontier model provider securing systems used by more than 700 million weekly users. HiddenLayer's platform covers the full AI lifecycle: discovery and inventory of AI assets, supply chain and model scanning (detecting risks in third party and proprietary models without requiring access to raw training data or model weights), red teaming/attack simulation, guardrails, and runtime protection including an AI firewall. A key differentiator is its non invasive approach that works without accessing sensitive data or proprietary model internals, valuable for regulated industries and federal customers. Research underpins the product: 39 granted patents and 65 pending spanning adversarial detection, model protection, and threat analysis; development of the first comprehensive Adversarial Prompt Engineering taxonomy; and ongoing vulnerability disclosures across foundation models, agents, and supporting tools. The team contributes to CISA/JCDC, MITRE, NIST, OWASP, and OpenSSF. Its 2026 AI Threat Landscape Report notes that while 96% of organizations view AI as critical to operations, nearly one third cannot confirm whether they have experienced an AI related breach. Gartner estimates enterprise spending on products to secure AI tools will reach $2.83 billion in 2026 (up 83% from 2025) and nearly $4.78 billion the following year. The round ranks in the 96th percentile of U.S. Series B deals in the AI security space. HiddenLayer competes in a rapidly consolidating category against specialists and broader platforms such as Protect AI, Lakera, Robust Intelligence (now under Cisco), and others focused on model security, runtime guardrails, or supply chain integrity. Large cybersecurity incumbents (Cisco, Palo Alto Networks, Check Point) often prefer to acquire rather than build native AI security capabilities. The syndicate blends growth equity (Delta-v), cybersecurity specialists (Ten Eleven), strategic corporate capital (M12, Booz Allen Ventures), and institutional finance (Morgan Stanley). Microsoft's continued participation signals alignment with enterprise AI platforms. Investor commentary highlights the shift from design time principles to continuous runtime assurance as agentic systems become core to enterprise operations, and notes that traditional tools built for code and infrastructure are insufficient against model poisoning, hijacking, or input based manipulation. The raise capitalizes on proven product market fit in high stakes verticals, strong research IP, and the accelerating transition to agentic AI, providing runway to scale sales, product depth in runtime agent protection, and geographic reach while the AI security category matures into a multi billion dollar market. Please email Daily Company your feedback and news tips at hello(at)dailycompanynews.com

VentureBeat
May 6th, 2025
Meta, Cisco Put Open-Source Llms At The Core Of Next-Gen Soc Workflows

Join our daily and weekly newsletters for the latest updates and exclusive content on industry-leading AI coverage. Learn MoreWith cyberattacks accelerating at machine speed, open-source large language models (LLMs) have quickly become the infrastructure that enables startups and global cybersecurity leaders to develop and deploy adaptive, cost-effective defenses against threats that evolve faster than human analysts can respond.Open-source LLMs’ initial advantages of faster time-to-market, greater adaptability and lower cost have created a scalable, secure foundation for delivering infrastructure. At last week’s RSAC 2025 conference, Cisco, Meta and ProjectDiscovery announced new open-source LLMs and a community-driven attack surface innovation that together define the future of open-source in cybersecurity.One of the key takeaways from this year’s RSAC is the shift in open-source LLMs to extend and strengthen infrastructure at scale.Open-source AI is on the verge of delivering what many cybersecurity leaders have called on for years, which is the ability of the many cybersecurity providers to join forces against increasingly complex threats. The vision of being collaborators in creating a unified, open-source LLM and infrastructure is a step closer, given the announcements at RSAC.Cisco’s Chief Product Officer Jeetu Patel emphasized in his keynote, “The true enemy is not our competitor. It is actually the adversary. And we want to make sure that we can provide all kinds of tools and have the ecosystem band together so that we can actually collectively fight the adversary.”Patel explained the urgency of taking on such a complex challenge, saying, “AI is fundamentally changing everything, and cybersecurity is at the heart of it all

Cisco
Mar 24th, 2025
Cisco Co-Authors Update to the NIST Adversarial Machine Learning Taxonomy

Robust Intelligence (now a part of Cisco) and the UK AI Security Institute partnered with the National Institute of Standards and Technology (NIST) to release the latest update to the Adversarial Machine Learning Taxonomy.

AIBuzzHub
Jan 20th, 2025
Cisco Amplifies AI Security With AI Defense

AI Defense is built on the "core secret sauce" that Cisco acquired from Robust Intelligence in August.

Cisco
Nov 11th, 2024
Robust Intelligence, Now Part of Cisco, Recognized as a 2024 Gartner(R) Cool Vendor(TM) for AI Security

As a pioneer in this space, Robust Intelligence introduced the first-ever AI Firewall to the market as part of their comprehensive AI security platform.

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