Introducing ContextIQ™ by Acuvity.ai
Context is Everything.
In the world of Gen AI, context isn’t just important — it’s essential.
Every user interaction, agent workflow, data transfer, and external connection creates a complex web of potential risks. Without understanding the full picture — who’s doing what, with which AI models, accessing what data — security gaps are inevitable.
ContextIQ™ gives enterprises the power to capture, analyze, and secure every element of Gen AI context in real time—user, identity, application, data, and threats—to build bulletproof defenses without slowing down innovation.
Context Fuels Control.
Context IQ by Acuvity gives you both. Protect your users. Safeguard your data. Take control of your Gen AI future — with full context.
How ContextIQ Powers Smarter Gen AI Security
Acuvity’s ContextIQ™ engine continuously collects and correlates context across every Gen AI interaction. Here’s how it works:
User and Access Context: Precision Access, Zero Guesswork
In the dynamic world of Gen AI, not all users need access to every tool—and with Acuvity’s ContextIQ™, they don’t get it. The platform starts by understanding exactly who is interacting with Gen AI systems and what they’re authorized to do. This user-and-role intelligence is critical to applying precision-level access across departments.
A marketer using Microsoft 365 Copilot and Beautiful.ai doesn’t need access to GitHub Copilot, just as an engineer doesn’t require Salesforce Einstein to do their job. ContextIQ™ ensures that each team only sees the Gen AI services relevant to their roles—nothing more, nothing less.
This fine-grained control is applied dynamically, powered by flexible policies that can be easily configured via UI, API, or custom policy engines like Rego. The result? Clear boundaries, reduced risk, and zero guesswork.
Agent and Application Context: Control the Tools, Contain the Risks
Agentic AI systems are powerful, but without context, they’re dangerous. ContextIQ™ brings full visibility into how Gen AI agents operate—what tools they invoke, what data they pull, and which external systems they touch.
Using standards like Anthropic’s Model Context Protocol (MCP), Acuvity maps the entire ecosystem around each agent, from Slack bots and GitHub queries to API calls and database lookups. This insight helps detect subtle forms of misuse—like tool overreach, intent breaking, or privilege escalation—that could go unnoticed in less intelligent systems.
By understanding the environment an agent operates in, ContextIQ™ ensures that every action aligns with your policies, business rules, and ethical boundaries.
Threat Context: Stay One Step Ahead
The threats facing Gen AI systems are evolving fast—and most of them hide in plain sight. ContextIQ™ monitors the full lifecycle of every prompt and response, building a contextual thread that reveals emerging threats as they happen.
It’s designed to catch advanced attack patterns—prompt injections, jailbreaks, model poisoning, harmful output generation—before they can do damage. By tracking behavior across sessions and correlating it with user identity, access context, and data sensitivity, ContextIQ™ surfaces the signals that generic tools miss.
With real-time threat visibility rooted in context, your security team is always one step ahead—prepared to detect, respond, and adapt instantly.
Identity Context: Trust but Verify
Access control means little without trust in identity. That’s why ContextIQ™ goes beyond surface-level authentication to deeply verify every user and agent interacting with Gen AI systems.
By integrating with enterprise identity providers—like SAML, OIDC, and CIAM platforms such as Descope—Acuvity builds an identity framework where every action is backed by a verified claim. Whether it’s a human user or a Gen AI agent acting on someone’s behalf, the system knows who they are, what roles they hold, and what permissions they carry.
Tokens, roles, and fine-grained attributes fuel dynamic, context-aware policies—ensuring that only the right identities can trigger the right actions at the right time.
Data Context: Know What Flows Where
Every prompt sent to a Gen AI service carries data—but not all data is created equal. ContextIQ™ gives you visibility into every byte moving through Gen AI inputs and outputs, whether it’s a product spec in a spreadsheet, a customer transcript, or a financial model embedded in a PDF.
The platform automatically identifies and classifies sensitive content like PII, PCI, HIPAA-regulated data, and intellectual property. More importantly, it distinguishes between first-party and third-party data, alerting you to potential compliance or privacy violations before they become costly breaches.
In the Gen AI age, data is always moving—and with ContextIQ™, you’ll always know where it’s going.
Why ContextIQ is Different
Unlike traditional monitoring tools, ContextIQ™ doesn’t just show you what happened — it tells you why it happened, who was involved, what systems were touched, and what risks were created.
Unified context across users, agents, data, and threats
Real-time enforcement and detection
Fully customizable, enterprise-ready policies
Designed for both user-facing AI and agentic AI systems
Learn More about How We Think About Securing Gen AI
With Acuvity, Gen AI Security Is No Longer a Roadblock—It’s an Enabler
Want to learn how Acuvity can help your organization secure AI at scale? Let’s talk.