Red-teaming in AI security is broken. Manual pen-tests are expensive. Automated tools are shallow. And most players in the space rely on outdated attacks or generic prompts that adversaries already know how to bypass.
CalypsoAI has redefined red-teaming as a continuous, intelligent, and value-rich process — where enterprises gain faster insights, broader coverage, and more secure deployments without the traditional trade-offs.
The Pricing Problem in Today’s Market
Across the red-team landscape, there are four categories, each with steep costs and steep trade-offs:
The bottom line: everyone else either breaks the bank or barely scratches the surface.
We’re Outperforming the Market at Greater Value
Across the red-team landscape, AI security red-team solutions offer limited depth—relying on a few hundred static or open-source attacks and lacking the continuous update cadence needed to keep pace with evolving threats. Meanwhile, service providers deliver high-touch, high-cost engagements that are conducted infrequently and offer no automation or real-time adaptability.
CalypsoAI’s Inference Red-Team stands apart with extensive curated signature attacks, proprietary Agentic Warfare™, and operational testing that simulates real-world system failures. Unlike others, this red-team solution is fully automated, easy to deploy, and designed for continuous testing.
Because it integrates directly into broader defense and remediation workflows, CalypsoAI transforms red-teaming from a point-in-time exercise into a strategic driver of AI resilience. And it does so with full-stack visibility. Not just model-level probing, but deep, application-aware red teaming. Especially in RAG setups or agentic workflows where your internal data is introduced at inference, it’s your application’s behavior that determines exposure, not just the underlying model.
Here’s what you get with CalypsoAI Inference Red-Team:
Depth:
- A curated signature attack library that’s updated with 10,000+ prompts every month
- Agentic Warfare™ for multi-turn, goal-driven exploits
- Operational Attacks that expose runtime instability (e.g., denial-of-wallet, latency)
Efficiency:
- API-first deployment with same-day setup
- Automated, recurring testing — not once a year, but continuously
- Instant insights for dev, SecOps, and compliance teams
Strategic Value:
- Informs model selection through the CalypsoAI Security Index and Agentic Warfare Resilience scoring
- Powers real-time protection through Inference Defend
- Drives remediation workflows for full-cycle risk closure
The Outcomes
CalypsoAI doesn’t just offer a red-team tool. It powers a new way of thinking about AI security:
- Secure model selection before you deploy
- Application-level assurance for proprietary data
- Accelerated SDLC validation with automated testing pipelines
- Continuous coverage against evolving adversaries
- Reduced downstream costs by catching vulnerabilities early and often
- Faster innovation through confidence in security posture
Test Smarter. Move Faster. Spend Wisely.
If your red-team program is static, shallow, or overpriced, it’s time to move on. CalypsoAI delivers enterprise-grade red-teaming for AI that evolves with your risk landscape, aligns with your innovation strategy, and delivers clear, measurable value.
Dive into what this value looks like with this report, which breaks down the business case for inference-layer security with clear, quantifiable ROI.
