• Automated/Online equipment calibration.

• Part Defect detection or Machinery Anomaly detection.

• "Smart" assembly line triggers - knowing when a part/package has arrived.

• Whatever you can think of, see Applications for further inspiration.

• Human or obstacle detection from optical or time-of-flight cameras.

• Knowing the environment and the mobile robot's location in that environment: Localization, Mapping, Simultaneous Localization and Mapping.

• Control policies learned from demonstrations to eliminate complex programmed routines and state-machines.

• Whatever you can think of, see Applications for further inspiration.

• Automated laboratory processing - classifying images of samples, tracking/identifying animal behavior.

• Modeling biology and predicting the effect of interventions.

• Whatever you can think of, see Applications for further inspiration.

• How likely is a specific person to default on a specific asset.

• Document processing - field extraction from scanned documents.

• Whatever you can think of, see Applications for further inspiration.

• How "risky" is an individual.

• Recommendations for a particular customer to reduce their risk and lower their premiums.

• Whatever you can think of, see Applications for further inspiration.

• Personalized, optimized, recommendations - Not merely what the customer is likely to purchase, but what they are likely to be satisfied with, or what is likely to lead to long term purchases.

• Predictive behavioral modeling - What is this customer likely to spend time looking at

• Whatever you can think of, see Applications for further inspiration.

• Personalized, optimized, recommendations - Not merely what the customer is likely to consume, but what they are likely to enjoy, or what is likely to lead to long term retention.

• Whatever you can think of, see Applications for further inspiration.

• How likely is a specific person to purchase a specific product in the next week, month, year, given their history.

• Whatever you can think of, see Applications for further inspiration.

You know your industry and the needs of your particular company. Please don't hesitate to reach out, we would love to brainstorm how we can help you and your unique needs.