As enterprises look ahead to 2026, two new Forrester Budget Planning Guides: Budget Planning Guide 2026: Security And Risk and 2026 Budget Planning: Prepare For Even More Volatility, offer valuable insight into where security leaders are placing their bets. Amid macroeconomic uncertainty, increasing regulation, and the accelerated adoption of GenAI, one trend is clear: organizations are prioritizing investments that protect and govern AI systems at scale.

While expectations for budget increases are tempered by volatility, there’s growing consensus that security, particularly for AI, is non-negotiable.

Across both reports, Forrester emphasizes the need for AI and machine learning (ML) security that goes beyond standalone tools or traditional monitoring. As GenAI becomes embedded in productivity platforms, helpdesk tools, CRM systems, and custom enterprise applications, securing AI behavior (not just models) has become essential.

This aligns with what we’re seeing across our enterprise customers: the inference layer, where AI systems interact with real-world data and users, is emerging as the most critical control point. That’s where prompt injections, jailbreaks, and unauthorized data access happen, and where static guardrails fall short.

Among the vendors mentioned in Forrester’s recent guidelines is CalypsoAI, cited for our role in addressing generative AI security use cases. CalypsoAI was also noted for our participation in the 2025 RSA Conference Innovation Sandbox, which, for us, is a signal of both our innovation and market momentum.

What sets CalypsoAI apart is our agent-driven approach to securing AI systems across the full lifecycle. Our red-teaming capabilities use dynamic AI agents to continuously uncover vulnerabilities before attackers can exploit them. Combined with our security scores, which assess model-level risk pre-deployment, real-time threat prevention, and enterprise-wide visibility, this proactive approach gives organizations the confidence to scale GenAI securely.

Note: Forrester does not endorse any vendor, product, or service depicted in its research publications. Any reference to CalypsoAI is descriptive of market trends or vendor activity and does not constitute endorsement.

Within these Forrester guides, analysts encourage scenario planning across “baseline,” “boom,” and “bust” scenarios. In each of these, GenAI security plays a role:

Regardless of the scenario, security teams are being challenged to move faster, not just to respond to threats, but to anticipate them.

GenAI is fundamentally changing how enterprises operate. We believe these insights from the Forrester Budget Planning reports highlight the growing need for real-time, adaptive controls across the AI stack. For companies seeking to innovate without compromise, securing AI where it interacts with the real world is critical.

CalypsoAI is proud to help organizations move fast and stay secure with real-time defense, intelligent red-teaming, and enterprise-wide visibility.