AI is being adopted at a massive rate globally. The growth of edge device AI hardware alone is estimated at 20% annually.
But when AI-based autonomous systems are field-deployed, they hit the real world: dynamic, complex and messy.
Sustaining AI Superiority
of Autonomous Systems
Powered by SNIM® AI (Social Network of Intelligent Machines}
Facing Reality: Eliminating the AI Deployment Shock
AI Drift
AI model drift degrades performance, sometimes quickly and radically
Costs
Prohibitive cost of updates and model redesign
Restrictions
Resource limits inhibit the use of large models
Data Challanges
Hinderences of small data and dirty data effects
The SNIM® AI Software Platform
SNIM® AI (Social Network of Intelligent Machines) is a software platform and enabling technology for maintaining the ongoing accuracy of autonomous systems AI.
It supports operational deployment of continuously customized, trusted AI for autonomous systems.
It dynamically detects AI performance drift, retrains custom boosted models and redeploys them to edge units.
SNIM® AI plugs in to existing MLOps setups and leverages them to turn on its ongoing boosting cycle.
SNIM® AI helps autonomous systems crack the challenges of real missions
Make AI Work
Consistently effective and lower-cost operations, thanks to more accurate and trust-worthy
Get There Faster
Faster time to market with large-scale operational deployment
Long-Term Viability
Lower ongoing costs by eliminating the need for expert AI development.
Technology
Originally developed to unlock the AI potential and maintain AI accuracy for Qylur’s Q solution, SNIM® AI has since grown to become a general purpose platform that enables ‘a social network of machines’ with continuous, adaptive machine learning.
Social Networks of Intelligent Machines (SNIM®)
Qylur’s patented SNIM® technology identifies and connects related machines in ‘social networks’ to pool and share common data. SNIM® lets AI powered devices tap into the power of similar connected units to accelerate the adaptive learning process and maximize accuracy of AI models and decisions.
AI Machine Learning
Machine Learning is an artificial intelligence technology that lets machines make accurate decisions and predictions in complex situations. SNIM® AI empowers devices and machines, letting them evolve and adapt, by deploying ongoing Machine Learning across sites. Devices can use SNIM® AI updates to make better decisions and adjust faster to changing environments. The AI promise finally delivered.