We're actively building RedStream to help organizations stay ahead of emerging AI threats. Here's what we're working on—and what's coming next.
Running internal RS-7 tests, refining prompt architecture, and preparing compliance-ready outputs.
Documentation aligned with EU AI Act, NIST RMF, and other frameworks as they develop
Live detection of emerging narrative threats with risk grading and customizable thresholds
Automated security insights tied to RS-7 failures and mapped to industry-standard tactics
Secure integration with existing GRC tools, SIEM dashboards, and AI model review pipelines
Visualizes model responses across all RS-7 risk categories.
Links test results to specific narrative clusters and severity scores.
Supports benchmarking across different LLM architectures or deployments.
Outputs flagged with risk classifications and ATLAS-aligned tactics.
Designed for use by both security teams and compliance stakeholders.
RedStream’s system architecture is designed to support narrative simulation and training environments. These capabilities aren’t part of the core compliance platform but can be adapted for use in red teaming, influence operations research, or scenario-based exercises.
OSINT-driven prompt generation enables dynamic simulation of current adversarial narratives.
Calibrated prompts replicate tactics seen in real-world campaigns.
RS-7 categories can be reused to score model or human performance under simulated threat conditions.
Optional simulation modules can run offline or within secure environments as needed.
RedStream is exploring custom, on-premises infrastructure to enable secure processing of sensitive narrative data. While development is ongoing, our roadmap prioritizes data control and containment, with design concepts focused on:
We aim to host testing data locally, minimizing reliance on third-party cloud providers wherever possible.
We are evaluating systems that reduce external dependencies to strengthen operational security.
Our goal is to build handling procedures aligned with high-security use cases and evolving regulatory frameworks.
This infrastructure vision will guide RedStream's approach to handling sensitive content while meeting the security requirements of enterprise and mission-critical environments.
Connect with us to learn more about our approach to narrative-based AI security and upcoming platform features.
RedStream is currently in active development and is seeking selected partnerships to help shape early deployments and testing.
For collaboration inquiries:
info@redstream.aiFeedback from industry stakeholders continues to shape our roadmap.