On average, 40% of companies said it takes more than a month to deploy an ML model into production, 28% do so in eight to 30 days, while only 14% could do so in seven days or less.We believe Algorithmia’s estimate is much closer to reality than that reported in a Dotscience survey from earlier in the year that reported 80% of respondents’ companies take more than six months to deploy an artificial intelligence (AI) or ML model into production. That data point is misleading because it includes respondents that are still evaluating use cases and are in the process of deploying their first ML model. Of course, this in and of itself a substantial concern. In fact, 78% of AI or ML projects involving training an AI model stall at some point before deployment according to another 2019 survey, this one of 277 data scientists and AI professionals by data labeling company Alegion.
data labeling company Alegion
Solutions
Solutions. Alegion data labeling solutions are the
machine intelligence to deliver data labeling for machine learning model training, validation, and exception handling. data science teams
helps data science teams
rapidly iterate
through many different experiments
by moving fast
and labeling smaller datasets
in order to prove ROI.
Once proven, successful
experiments can then move into Alegion Focus, where scaled labeled data
is required to drive the model
to its peak precision.
Compare Flex and Focus
Alegion data labeling solutions
are the foundation for
Why Alegion
machine learning across a wide range
of industries.
From analyzing crop ripeness
to assessing storm damage,
our annotation platform and
team are making it possible for companies to innovate with machine learning.
machine learning across a wide range
of industries.
Insurance
https://www.alegion.com › company › why_alegionAlegion |
Alegion is the data labeling solution for enterprise-grade Machine Learning. We lead the industry in streaming, high-resolution, high-density video annotation, delivering accurately annotated, model-ready data to train and validate ML models.
Why Alegion
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data createing solutions
ML models. Machine Learning
across a wide range
of industries.
the data labeling solution
an artificial intelligence (AI)
helps data science teams
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