DATA & PREDICTION VALIDATION
Gold in, gold out.
Keep an eye on your robots.
You’ve spent a lot of money collecting data about the real world, but unfortunately, that data gets stale. Parking spaces move, restaurants close down, speed limits change; the physical world doesn’t usually notify you when a tree falls in the woods. On the other side of things, your AI, machine learning, and behavior modeling algorithms give all sorts of predictions about the real world. Validating correctness is difficult when telemetry isn’t available.
Let Observa’s humans get out there and make sure your inputs and/or outputs are correct. The geographic-based data can be collected as a one-time deal or on a recurring basis. Spot checks, statistically significant validation of your data, or a wholesale validation of an entire dataset, Observa can do it for you.
Observa is different than Mechanical Turk or Mighty AI, as our crowd of humans come with feet attached to their brains, eyeballs, fingers, and smart phones. This means you can capture data FROM the real world, both quantitative and qualitative, in the form of images, video, and/or audio.
TYPES OF DATA
YOU CAN COLLECT
VERIFIABLE QUANTITATIVE DATA
Just our nerdy way of saying data that computers can process, calculators can calculate, and humans can validate for integrity. Usually this is yes/no or counting types of questions and an on-site picture to back each answer up.
VIDEO & AUDIO
As well as images and data, we can do videos or audio too. Let your imagination run wild, but use cases we’ve seen are the lighting walking up a flight of stairs or the sounds of frogs over time in the same locations.
Humans are sent to locations, and their observations are validated against GPS immediately, ensuring that data about a place is actually from that place.