MLOps platform

GRACE is the platform for model lifecycle management & integration

Efficiently develop, deploy, operate and integrate models into your existing IT infrastructure.

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MLOps platform

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A platform lowers the barrier of entry and enables fewer engineers to reinvent less, allowing them to focus on implementing AI that is specific to the business.

Danny Lange, Board Member & SVP at Unity Technologies

Increase efficiency with GRACE on your team

GRACE offers your Data Science and IT team efficient workflows. With full transparency and monitoring of activities across all ML projects, your team can focus resources on tasks like data ingestion, feature extraction, and model development, while GRACE maintains the required surrounding infrastructure.

GRACE for Data Science

As a Data Scientist, you want the freedom to build models using the open-source components you trust. With GRACE, you have the flexibility to do so and a platform that reduces the manual engineering work required.

Grace for DS - Data ingestion

Data source catalog


Tabular, text, video, image


Ingest from any data source


Data connectivity with code

Grace for DS - Analysis tools

Dash apps


Python and R libraries


Notebooks

Grace for DS - Model development

Multi-projects and models


Model performance logging


R & Python


GPU/CPU

Grace for DS - Model deployment

Docker-based deployment


Pipeline supported model runs


Load balanced APIs


Horizontal scalability (scaling to zero)

GRACE for IT operations

With GRACE, you get the tools to manage models in production efficiently. From monitoring dashboards to alarms and re-training schedules, GRACE makes your IT operations for models straightforward.

One-click deployment


Horizontal scaling


Kubernetes pipeline builder


Image, video, and NLP supported

Grace for IT - Production

Application builder


Secure APIs


Endpoint management

Grace for IT - Business integration

Metrics logging


Dashboarding


PDF exporting of model stats


Usage stats

Grace for IT - Analytics and dashboards

IT Operations dashboard


DS and IT KPIs


Infrastructure cost control


MLOps monitoring

Grace for IT - Model lifecycle

GRACE for digitization of AI project management

GRACE is the digital partner to connect stakeholders across your organization for all AI projects. You manage the roles and operate within one platform rather than multiple single software components, which increases operational efficiency and reduces risk.

Grace for admin - Access management

User management


Permission


User authentication integration

Grace for admin - Platform resource management

Platform resource allocation


Platform cost administration

Grace for admin - Platform operational management

Platform KPI monitoring


Platform alert administration


Custom image management


Deployment administration

Grace for admin - Project administration

Project management


Project resource allocation


Project/user access management


Project collaboration

Cloud agnostic

Our platform support Microsoft Azure, Google Cloud Platform, Amazon Web Services, as well as on-premise installations and hybrid options.

Vendor-neutral

Want to efficiently develop, deploy and operate your AI models?