To be considered for the MLOps Platforms category, a product should meet the following criteria: * Platform for Monitoring and Management: The product must provide a comprehensive platform for monitoring and managing machine learning models. This includes features for tracking model versions, monitoring performance metrics, and managing model lifecycles. * Integration into Business Applications: It should allow users to seamlessly integrate machine learning models into various business applications across the company. This integration capability ensures that models can be effectively deployed and utilized within the existing infrastructure. * Health and Performance Tracking: The product must enable users to track the health and performance of deployed machine learning models in real-time. This involves monitoring key indicators such as accuracy, latency, resource utilization, and model drift to ensure optimal performance. * Holistic Management Tool: It should provide a holistic management tool that offers insights into all models deployed across the business. This includes features for model governance, compliance monitoring, and centralized visibility into the entire model ecosystem. Meeting these criteria ensures that the product offers robust capabilities for managing machine learning operations effectively within an organization.
Lähetä uusi sovellus
Google Cloud Platform
google.com
Microsoft Fabric
microsoft.com
Replicate
replicate.com
Databricks
databricks.com
SAP
sap.com
Labelbox
labelbox.com
SAS
sas.com
V7
v7labs.com
Weights & Biases
wandb.ai
PI.EXCHANGE
pi.exchange
Kili Technology
kili-technology.com
Openlayer
openlayer.com
Dataloop
dataloop.ai
Segments.ai
segments.ai
Scale AI
scale.com
Encord
encord.com
Comet
comet.com
Bria
bria.ai
Edge Impulse
edgeimpulse.com
Statsig
statsig.com
neptune.ai
neptune.ai
SuperAnnotate
superannotate.com
VESSL AI
vessl.ai
Robust Intelligence
robustintelligence.com
Model Share
modelshare.ai
hasty.ai
hasty.ai
OctoAI
octo.ai
Katonic.ai
katonic.ai
Verta
verta.ai
Superwise
superwise.ai
CoreWeave
coreweave.com
Portkey
portkey.ai
Arize AI
arize.com
Credo.ai
credo.ai
Labellerr
labellerr.com
Saturn Cloud
saturncloud.io
Modelshop
modelshop.com
Rasgo
rasgoml.com
Faros AI
faros.ai
TrueFoundry
truefoundry.com
JFrog
jfrog.com
WhyLabs
whylabs.ai
Qwak
qwak.com
Imandra
imandra.ai
Mona
monalabs.io
Kognic
kognic.com
Deeploy
deeploy.ml
MLJAR
mljar.com
ZenML
zenml.io
Kolena
kolena.com
ClearML
clear.ml
UbiOps
ubiops.com
Gurobi
gurobi.com
Veritone
veritone.com
Modular
modular.com
Picsellia
picsellia.com
Hopsworks
hopsworks.ai
Arthur
arthur.ai
Valohai
valohai.com
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