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Data Science / ML / AI Platform

AI platforms (also called machine learning platforms or data science platforms) allow users to analyze data and process data, build machine learning models, deploy and maintain these models.

To be categorized as an AI platform, a product must be able to:

  • Work with a variety of use cases, should not be specific to one industry
  • Allow users to build, deploy and maintain models that power business decisions
Challengers Specialists Leader s Contenders Market Presence Momentum
Popularity
Satisfaction
Maturity
Pricing

Compare Data Science / ML / AI Platforms
Results: 52

AIMultiple is data driven. Evaluate 52 products based on comprehensive, transparent and objective AIMultiple scores. For any of our scores, click the imgicon to learn how it is calculated based on objective data.

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2.023595167784599
0.00697464106200546
0.2297300518998183
0
0.002757983500363709
20.17317990828794
Recombee
null
0
0
0%
= 50 reviews
= 100,000 employees
= 100,000 visitors

Recommender as a Service with an intuitive RESTful API & SDKs tailored by data scientists.

2.000739206923522
0.000020684876252727815
0
0
0.0006894958750909273
20.007205905348947
When Labs
null
0
0
0%
= 50 reviews
= 100,000 employees
= 100,000 visitors

When Labs - Empowering employees to deliver exceptional customer experiences.

1.966948053458157
0.0014851254560546891
0.04054073549230759
0
0.008963446376182054
19.65611440547708
Rainbird
null
0
0
0%
= 50 reviews
= 100,000 employees
= 100,000 visitors

Rainbird uses AI-powered automation technology to make decision-making smarter and customer experiences smoother.

4.880000000000001
3
0
0
100
21.8
top5 , top10
IBM Spectrum Conductor Deep Learning Impact (DLI)
null
0
100
0%
= 50 reviews
= 100,000 employees
= 100,000 visitors

1.9926270504076533
0.003060202165829485
0.09459465820375536
0
0.007412080657227468
19.898728684584068
Cortexica
null
0
0
0%
= 50 reviews
= 100,000 employees
= 100,000 visitors

Cortexica provides artificial intelligence based visual search, video analytics & image recognition to retailers, pharma & manufacturing. Inc.

2.0143363669250864
0.001361016198538322
0.04054073549230759
0
0.004826471125636491
20.13111452346402
ultimate.ai
null
0
0
0%
= 50 reviews
= 100,000 employees
= 100,000 visitors

ultimate.ai is the leader in AI for customer service.

2.0019659367334017
0.0005398473122169366
0.013513187219140197
0
0.004481723188091027
20.014800741524063
Decanter AI
null
0
0
0%
= 50 reviews
= 100,000 employees
= 100,000 visitors

Decanter AI transforms enterprises to become AI-driven by using world-class automated machine learning technologies to create faster and deeper intelligence

48.9249479231774
48.88153020213355
0.18918931640751072
51.99551289954728
0.0024132355628182457
49.31570741257206
5star
Deep Cognition
4.60
5
0
0%
= 50 reviews
= 100,000 employees
= 100,000 visitors

With Deep Cognition you can choose from a simple but powerful GUI where you can drag and drop neural networks and create Deep Learning models

46.54163689257246
44.95110745778055
4.86486478237917
46.21701957842285
45.3721036863897
60.85640180569976
top5 , top10
top5 , top10
5star
Amazon SageMaker
4.50
4
45
4%
= 50 reviews
= 100,000 employees
= 100,000 visitors

Amazon SageMaker is a fully-managed platform that enables developers and data scientists to quickly and easily build, train, and deploy machine learning models

45.917873207367926
44.61959800263741
4.86486478237917
46.39550565994003
28.729224627413668
57.60235004994257
top5 , top10
top10
4star
Azure Machine Learning
4.00
6
28
4%
= 50 reviews
= 100,000 employees
= 100,000 visitors

27.374362102526494
26.134700303032183
0.05405392271144777
26.884257389923867
28.729224627413668
38.53131829797525
top10
4star
Azure Batch AI
3.90
2
28
0%
= 50 reviews
= 100,000 employees
= 100,000 visitors

The Azure Batch AI service has retired. The at-scale training capabilities of Batch AI are available in Azure Machine Learning service

1.9999859926766423
0.000020684876252727815
0
0
0.0006894958750909273
19.999673762880143
Mr Wolf
null
0
0
0%
= 50 reviews
= 100,000 employees
= 100,000 visitors

Optimise service experience with no matter for the clients' language

4.8904827953073085
3.0028378397461126
0.09459465820375536
0
100
21.87928739535808
top5 , top10
4star
IBM Watson Machine Learning Accelerator
4.00
0
100
0%
= 50 reviews
= 100,000 employees
= 100,000 visitors

IBM Watson Machine Learning Accelerator for Enterprise AI. It combines popular open source deep learning frameworks, efficient AI development tools, and accelerated IBM® Power Systems servers.

1.858253202471421
0.003834830080582233
0.12162220647692276
0
0.006205462875818346
18.54801855398897
Widget Brain
null
0
0
0%
= 50 reviews
= 100,000 employees
= 100,000 visitors

Start using A.I. powered Algorithms to optimise your decision-making and business processes.

92.42130406668556
94.04315397313869
0.6486482463722604
100
0.7898175249166571
77.82465490860739
top10
4star
Pega Platform
4.26
100
0
0%
= 50 reviews
= 100,000 employees
= 100,000 visitors

A recognized leader in artificial intelligence, digital process automation, and customer engagement, Pega powers enterprise digital transformation with a unified, no-code platform

2.007941729720526
0.0008470249816372954
0.02702754827316739
0
0.0012066177814091228
20.071794072370523
PlusMargin
null
0
0
0%
= 50 reviews
= 100,000 employees
= 100,000 visitors

Powered by behavioural psychology & machine learning; Delivered in words, phrases, and sentences. Explore Products.

13.50847545064655
12.018168161205814
0.2297300518998183
12.765949637928678
0.3761199998621008
26.92124105561317
4star
Infosys Nia
4.30
0
0
0%
= 50 reviews
= 100,000 employees
= 100,000 visitors

Leverage the power of Artificial Intelligence in business with Infosys Nia, an advanced AI and Machine Learning platform for Enterprises

73.15543473853285
73.95836606934859
0.09459465820375536
78.07369635209041
18.87512195458291
65.92905276119112
true
4star
Google Cloud Machine Learning Engine Free trial available
4.32
28
18
0%
= 50 reviews
= 100,000 employees
= 100,000 visitors

Start building your machine learning projects using AI Platform Notebooks.

24.29707228471262
24.257392780030067
0.12162220647692276
24.816237590698957
30.882692619291408
24.65418782685562
top10
4star
Oracle Data Science Cloud Service
3.60
2
30
0%
= 50 reviews
= 100,000 employees
= 100,000 visitors

The Oracle Data Science Cloud Service enables data science teams to easily organize their work, access data and computing resources, and build, train, deploy models

1.999845919443059
0.000227533638780006
0
0
0.0075844546260002
19.99641139168157
Ellie
null
0
0
0%
= 50 reviews
= 100,000 employees
= 100,000 visitors

ECS Inc.,is a Data Analytics Firm.

2.00261694239231
0.0013693181070186726
0.02702754827316739
0
0.01861638862745504
20.013845560959933
HIRO
null
0
0
0%
= 50 reviews
= 100,000 employees
= 100,000 visitors

HIRO is a general problem-solving artificial intelligence technology developed by Arago

3.144480023256785
0.14619416198640783
4.86486478237917
0
0.008273950501091127
30.129052774690177
top5 , top10
Algorithmia
null
0
0
4%
= 50 reviews
= 100,000 employees
= 100,000 visitors

20.13652555782975
19.052041074376657
0.3513510845418541
20.23355146221178
0.732072245377792
29.89688590890756
4star
Box Skills
4.30
1
0
0%
= 50 reviews
= 100,000 employees
= 100,000 visitors

Box Skills is a framework that applies best-of-breed AI technologies from leading providers to your content in Box, creating structure and extracting insights from your data at scale.

2.012770410604156
0.0007208399794283051
0.013513187219140197
0
0.010514812095136642
20.1212165462267
Conver.fit
null
0
0
0%
= 50 reviews
= 100,000 employees
= 100,000 visitors

An incredible eCommerce API for developers, powerful and flexible building blocks with no steep learning curve.

41.67169370743922
40.78985434147961
2.16216160379746
42.40756676015243
28.729224627413668
49.608248001075694
top10
top10
4star
Azure Machine Learning Studio
4.30
4
28
2%
= 50 reviews
= 100,000 employees
= 100,000 visitors

2.0077959507181875
0.01584184372628583
0.5270272137302247
0
0.001034243812636391
19.935382913645302
MetaMind
null
0
0
0%
= 50 reviews
= 100,000 employees
= 100,000 visitors

1.997681694017405
0.0007549979832245654
0
0
0.025166599440818848
19.970021958325027
Teneo Platform
null
0
0
0%
= 50 reviews
= 100,000 employees
= 100,000 visitors

Teneo puts the power of conversational AI into the hands of the enterprise.

12.534930377661262
12.019643442149462
0.6486482463722604
12.765949637928678
0.006377836844591077
17.172512797267448
top10
4star
DigitalGenius
4.30
0
0
0%
= 50 reviews
= 100,000 employees
= 100,000 visitors

The DigitalGenius AI platform puts customer support on autopilot by understanding conversations, automating repetitive processes and delighting customers.

2.0076889282904045
0.0020528693932335487
0.06756710993058797
0
0.0008618698438636592
20.058413458364942
PaveAI
null
0
0
0%
= 50 reviews
= 100,000 employees
= 100,000 visitors

2.000287747825874
0.0001344516956427308
0
0
0.004481723188091027
20.001667412997957
AYLIEN Text Analysis Platform
null
0
0
0%
= 50 reviews
= 100,000 employees
= 100,000 visitors

Build custom Natural Language Processing models in the cloud with AYLIEN Text Analysis Platform.

2.3302101513981905
0.0977213473491132
3.243243579531076
0
0.01413466543936401
22.422609387839888
top10
3star
Ayasdi
3.00
0
0
3%
= 50 reviews
= 100,000 employees
= 100,000 visitors

Ayasdi offers an enterprise-grade artificial intelligence platform that lets you create intelligent business applications and make fundamental discoveries with big data

2.001414032066571
0.0006412311638345623
0
0
0.021374372127818744
20.0083692401912
ELUTIONS
null
0
0
0%
= 50 reviews
= 100,000 employees
= 100,000 visitors

Integrating Artificial Intelligence & Adaptive Automation with Existing Systems & Assets to Deliver Sustained, End-to-End Performance & Margin Improvement.

2.000816020552417
0.001463454994880493
0
0
0.0487818331626831
19.99498911057025
5star
Cogito Studio
5.00
0
0
0%
= 50 reviews
= 100,000 employees
= 100,000 visitors

Cogito Studio is a fully integrated development environment for building and deploying custom semantic applications, based on Cogito Technology.

2
0
0
0
0
20
Spell
null
0
0
0%
= 50 reviews
= 100,000 employees
= 100,000 visitors

3.029527953310402
0.9867903874734848
0.18918931640751072
0
32.70382359937531
21.414166045842656
top10
Wipro Holmes
1.00
0
32
0%
= 50 reviews
= 100,000 employees
= 100,000 visitors

2.131611974058357
0.03592904915374467
1.189188647321625
0
0.008446324469863858
20.992758298199877
top10
Brighterion
null
0
0
1%
= 50 reviews
= 100,000 employees
= 100,000 visitors

Real-time, mission critical, artificial intelligence & machine learning.

61.62350262656869
61.88441199678002
100
62.04059397674738
18.87512195458291
59.27531829466673
top5 , top10
5star
TensorFlow
4.50
10
18
100%
= 50 reviews
= 100,000 employees
= 100,000 visitors

2.021431936363085
0.0034221875002522217
0.09459465820375536
0
0.01947825847131869
20.18351967612858
Peak.ai
null
0
0
0%
= 50 reviews
= 100,000 employees
= 100,000 visitors

Most Visited AI System

2.0113597504040897
0.0018956922916920768
0.05405392271144777
0
0.009135820344954786
20.096536273415666
InsideBoard
null
0
0
0%
= 50 reviews
= 100,000 employees
= 100,000 visitors

1st change management platform to guide your teams adoption and performance over the long term.

1.9999684835224445
0.00004654097156863759
0
0
0.0015513657189545865
19.999265966480323
LitBit RhythmOS
null
0
0
0%
= 50 reviews
= 100,000 employees
= 100,000 visitors

As a service provided, Litbit's AI-Personas enable you to capture your people's knowledge of the spaces and things they manage and put it to work everywhere

1.8806653251172536
0.006907415214184094
0.2297300518998183
0
0.0005171219063181955
18.74448651424488
PureMind
null
0
0
0%
= 50 reviews
= 100,000 employees
= 100,000 visitors

72.17180839548891
72.94554442693337
1.7567565965441574
74.35408694578409
100
65.20818411248882
top10
top5 , top10
true
4star
IBM Watson Studio Free trial available
4.10
28
100
1%
= 50 reviews
= 100,000 employees
= 100,000 visitors

Together with IBM Watson Machine Learning, IBM Watson Studio is a leading data science and machine learning platform

1.999961479860765
0.00005688340969500149
0
0
0.00189611365650005
19.999102847920398
Citibeats
null
0
0
0%
= 50 reviews
= 100,000 employees
= 100,000 visitors

2.0147345195458675
0.001366187417601504
0.04054073549230759
0
0.004998845094409223
20.13504950870026
5star
Artivatic
5.00
0
0
0%
= 50 reviews
= 100,000 employees
= 100,000 visitors

Artivatic powers insurance, finance & healthcare businesses

46.74206368175969
46.0443029143622
5.945945584277899
48.60450118870724
5.92311431496861
53.02191058833706
top5 , top10
4star
Salesforce Einstein
4.30
5
5
5%
= 50 reviews
= 100,000 employees
= 100,000 visitors

Work smarter with artificial intelligence that's built right into Salesforce. Get more done with Einstein AI, your smart CRM assistant.

2.103878146908507
0.013443557600543632
0.4324325555264692
0
0.015686031158318594
20.91778945068017
Starmind
null
0
0
0%
= 50 reviews
= 100,000 employees
= 100,000 visitors

2.003784519972561
0.0021429252218033426
0.013513187219140197
0
0.05791765350763789
20.018558872729383
C3 Ex Machina
null
0
0
0%
= 50 reviews
= 100,000 employees
= 100,000 visitors

1.999208586230256
0.0011686955082791217
0
0
0.03895651694263739
19.981567602728045
Darwin
null
0
0
0%
= 50 reviews
= 100,000 employees
= 100,000 visitors

SparkPredict® SparkPredict DeepNLP Darwin DeepArmor.

2.0204994125462443
0.005188599315364749
0.14864858091520314
0
0.024304729596955184
20.15829673162416
Razorthink AI Platform
null
0
0
0%
= 50 reviews
= 100,000 employees
= 100,000 visitors

Become AI-Powered with our cutting edge Data Science Automation, Auto-Machine Learning & Deep Learning platform

1.9815265865222595
0.00047262146439557126
0.013513187219140197
0
0.002240861594045513
19.811012272043037
Singular Intelligence
null
0
0
0%
= 50 reviews
= 100,000 employees
= 100,000 visitors

Artificial Intelligence for Retail and Consumer Goods (CPG / FMCG) companies.

1.987674085456102
0.0012989615697801386
0.04054073549230759
0
0.002757983500363709
19.865050200433
Simplify Reality
null
0
0
0%
= 50 reviews
= 100,000 employees
= 100,000 visitors

SIMPLIFY REALITY SOLUTIONS. Artificial Intelligence based 24/7/365 customer interaction.

65.36715411015282
66.00682251617464
0.18918931640751072
67.02249663476853
100
59.61013845595652
top5 , top10
4star
IBM Watson Machine Learning
4.00
20
100
0%
= 50 reviews
= 100,000 employees
= 100,000 visitors

IBM Watson Machine Learning (WML) Service enables you to create, train, and deploy self-learning models using an automated, collaborative workflow.

Popularity

Searches with brand name

These are the number of queries on search engines which include the brand name of the product. Compared to other product based solutions, Data science / ML / AI platform is more concentrated in terms of top 3 companies' share of search queries. Top 3 companies receive 86% (8% more than average) of search queries in this area.

Web Traffic

Data science / ML / AI platform is a highly concentrated solution category in terms of web traffic. Top 3 companies receive 82% (4% more than average solution category) of the online visitors on Data science / ML / AI platform company websites.

Satisfaction

Data science / ML / AI platform is highly concentrated in terms of user reviews. Top 3 companies receive 70% (12% more than average solution category) of the reviews on Data science / ML / AI platform company websites. Product satisfaction tends to be slightly higher for more popular Data science / ML / AI platform products. Average rating for top 3 products is 4.2 vs 4.1 for average Data science / ML / AI platform product review.

Challengers Specialists Leader s Contenders Average Review Score Number of Reviews

Maturity

Number of Employees

Median number of employees that provide Data science / ML / AI platform is 82 which is 22 more than the median number of employees for the average solution category.

In most cases, companies need at least 10 employees to serve other businesses with a proven tech product or service. 44 companies (4 less than average solution category) with >10 employees are offering Data science / ML / AI platform. Top 3 products are developed by companies with a total of 0.5-1M employees. However, all of these top 3 companies have multiple products so only a portion of this workforce is actually working on these top 3 products.

IBM
Amazon Web Services (AWS)
wipro
Oracle