Healthcare AI Platform Features

Data Engineer
Data Integration

Self-serve data ingestion & wrangling

Dataflows

Batch & streaming data ingestion

Connectors

Input & output to standard protocols

Self Service ETL

Template based dataflow creation

Curated Data

Ingest & update expert curated data

Governance

Search metadata, lineage & logs

Data Analyst
Data Exploration

Interactive data analysis without coding

Search

Full-text, faceted & geospatial search

SQL

Live SQL editor & dashboards

Visualization

Real-time, drag & drop dashboards

Time Series

Interactive time series analysis

Metadata

dataset & schema search

Data Scientist
Data Science

Hardened Interactive notebooks

Notebooks

Code & collaborate in Python

Machine Learning

Certified ML & data mining libraries

Deep Learning

Train & debug on CPU’s and GPU’s

Natural language

State-of-the-art Spark NLP

OCR & Imaging

Pretrained and Trainable models

App Developer
Model Deployment

Scalable & Secure model API’s

Model Server

Deploy models as REST API’s

CI & CD for Models

Test & deploy machine learning

Model Registry

Reusable & versioned model store

Experiment Tracking

Track, share & reproduce

Model Governance

Security, roles, logging, audit

DevOps Engineer
Operations

DevOps, SecOps

Cluster Manager

Scale, Secure, Allocate, Isolate

Monitoring

Agents, Dashboards, Alerts

Identity

Authorization, Authentication, Audit

Security

Single Sign-on, RBAC, LDAP/AD

Audit

Collect, Secure and Search Logs

Healthcare AI Platform Design Goals

Runs & Scales Anywhere
5 to 5,000 Scale from
Machines without Downtime
Turnkey Productivity
110+
Securely integrated services
Air-Gap Security & Compliance
100,000+
Resolved vulnerabilities
Understands Healthcare
2,200+
Datasets, terminologies and pretrained models
Data Analyst
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Data Scientist
Data Annotator
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Data & App Engineer
DevOps Engineer
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SecOps Engineer

John Snow Labs wins our best AI product or service award thanks to exceptional success turning AI research into real & dependable systems for a global community.

Maria Jimenez,

Chief Nominations Officer for Business Intelligence Group