At ConvergentAI, we provide predictive analytic solutions that enable businesses to improve results by unlocking the power of their data. Our solutions are based on Swarm Intelligence; our proprietary learning and analytics engine that was built from the ground up to deliver superior pattern recognition and event prediction on complex, heterogeneous, dynamically changing data. We put the power of artificial intelligence and machine learning within reach of companies previously not possible.
Mixed data presents a challenge for most analytic solutions; they either generalize to the broadest type or discard data that doesn’t fit. Our solutions use Swarm Analysis; a decentralized analytic model which adapts to combinations of structured and unstructured data. Leveraging all the data means our solutions deliver better results.
Most machine learning tunes globally for best overall results; but local variance in the data drives error. Our solutions use Swarm Learning; individual feedback algorithms that learn from that variance. Tuning locally increases our models’ resolution and its accuracy. Our solutions also explain what the machine learned, reducing the need for interpretation and data science.
Most machine learning is offline; reprocessing data to retune, often discarding prior insight. Our solutions run continuously; iteratively updating the model based on new data and new learning. Our solutions are uniquely suited for dynamic environments that quickly invalidate batch analytics.
Our Content Management & Discovery solutions analyze combinations of Structured and Unstructured Content to discover relationships, patterns and anomalies where none appear to exist. The solution reduces your applied time while increasing accuracy; allowing you to make quicker and more informed business decisions.