We Did It – Again: Latent AI Named to Constellation ShortList™ for AI and ML Best-of-Breed Platforms
Latent AI has once again earned a spot on the Constellation ShortList™ for Artificial Intelligence and Machine Learning Best-of-Breed Platforms in Q3 2025. This is our second time on the list, and it feels even more significant this year. The industry is waking up to the reality that edge AI demands specialized platforms, not just cloud solutions tweaked for the edge. We’re proud to stand alongside innovators like HuggingFace and C3AI, helping enterprises scale AI beyond the pilot phase.
Just two months ago, we launched Latent Agent, the industry’s first agentic edge AI platform, and it’s already making waves. This powerful tool brings intelligent automation to how enterprises build, deploy, and manage AI models at the edge—perfectly aligning with the industry’s shift toward purpose-built edge solutions. Being named to the ShortList underscores that we’re on the right track, delivering the innovation enterprises need to scale AI from pilots to real-world impact.
Why This Matters
“Being named to the ShortList confirms our vision: edge AI offers a fundamentally different approach than cloud-based systems,” said Jags Kandasamy, our CEO and Co-founder. “Latent Agent is built on years of real-world experience—from military missions to industrial settings. By embedding intelligence into the optimization process and tapping into our vast telemetry data, we’ve created a platform that not only deploys models faster but keeps improving them autonomously. This is what moving from augmentation to autonomy looks like in action.”
What Sets Latent Agent Apart
Constellation’s criteria focus on handling complex data, delivering serious compute power, and speeding up processes while enabling contextual decisions. Latent Agent shines in three key ways:
Smarter, Not Harder: Unlike platforms that rely on developers to manually optimize models, Latent Agent automates the process. With insights from over 200,000 hours of edge compute data and 12TB of real-world telemetry, it slashes deployment times from weeks to hours.
Autonomy at the Edge: Latent Agent monitors models in real time, detects performance issues, and triggers fixes—like retraining or over-the-air updates—without human input. This means faster, smarter decisions where they matter most.
True Flexibility: Our “compile once, deploy anywhere” approach works with any chip, OS, or device. It’s a true bring-your-own-data solution with no cloud vendor lock-in.
From Augmentation to Autonomous: Leading the Edge AI Era
This year’s ShortList theme, “Move from augmentation to autonomous,” perfectly captures what Latent Agent delivers. Traditional AI platforms provide tools to enhance human work. Latent Agent goes further, offering fully autonomous edge AI through natural language programming. Developers can simply describe their needs, and the platform delivers optimized solutions, no deep ML expertise required.
As Ray Wang, CEO of Constellation Research, put it: “AI is now part of every solution we evaluate. The ShortList guides buyers not just in choosing vendors but in starting their AI transformation journey.” Scaling AI beyond pilots means tackling the challenge of deploying and managing hundreds of models across diverse edge environments. Purpose-built platforms like Latent Agent are critical to making this happen.
Our inclusion on the Constellation ShortList 2024 and 2025 shows the industry recognizes that edge AI demands more than repurposed cloud platforms—it requires solutions designed for the unique challenges of edge computing. We’re honored by this recognition and excited to keep pushing the shift from manual MLOps to intelligent, automated edge AI.
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