Only 5% of GenAI projects succeed in production. Why? Because most enterprises are using pre-2020s tools to solve 2030s problems. This blog breaks down where the real bottlenecks are – and how Autonomous Data Perception, powered by Articul8’s self-evolving hybrid graph + vector architecture, can unlock real-time ROI at scale.

Articul8's Domain-specific Models Crush OpenAI's OSS Models Across Key Benchmarks

New OpenAI open-weight models dropped. Within 24 hours, Articul8’s tailored GenAI models outperformed them across multiple real-world benchmarks—proving that in high-stakes domains, specialization beats generalization every time.

Introducing Articul8’s LLM-IQ and Weave Agents in New AI Agents and Tools Category of AWS Marketplace

Discover how two new plug-and-play agents from Articul8 are changing the game for enterprise GenAI. Whether you're trying to choose the right LLM for your use case or gain live visibility into network topology, these API-first agents deliver real-time insights, automated orchestration, and measurable ROI.