A history of AI innovations

Stop motion

Start motion

Two decades of expertise in AI

1996

OpenText Analytics & AI

IDOL leverages patented techniques in Bayesian Inference to find patterns in human information

2000

OpenText Analytics & AI

IDOL implements speech-to-text capability

2001-2003

OpenText Content

Dispatcher / SWT = Supervised machine-learning for document classification

2001

OpenText Content

CDE Rule-Based Extraction

OpenText Content

Nstein releases innovative NLP-based Concept Extraction

2002

OpenText Content

Nstein releases ML for classification and summarization (Naïve-Bayes)

2000

2005

2010

2015

2020

2003

OpenText Analytics & AI

IDOL adds capability for video and image processing

Single-click entry—Use the mouse to transfer specific information from a document into a system Patent ⟶

OpenText Analytics & AI

Nstein releases Sentiment Analysis (Naïve-Bayes)

OpenText Business Network

Rule Intuition—Automate Contivo mapping rules using test data

2007

OpenText Experience

Qfiniti speech-to-text with intelligent speaker diarization

OpenText Content

ACT (Adaptive Classification Technology) and ART (Adaptive Read Technology) )—Classification of documents and data extraction from stacks of structured, unstructured, and mixed documents. Build as web service architecture to be embedded into a service-oriented architecture (SOA). Patent ⟶

OpenText Analytics & AI

IDOL leverages neural networks to overhaul pattern matching techniques, implements image classification.

OpenText Analytics & AI

Catalyst releases Concept Searching

OpenText Content

Nstein builds ML classifiers for Named Entity Extraction (k-nn)

2005

OpenText Content

2008

OpenText Analytics & AI

Catalyst releases result side clustering and faceted facts

OpenText Analytics & AI

UI&UX for NLP tasks and ML training refactoring (Ada-Boost)

OpenText Analytics & AI

Catalyst releases Predict - continuous active learning

OpenText Business Network

Map Intuition—Automate Contivo maps using test data

OpenText Analytics & AI

Recommind powers proactive information management with automated categorization solution

2010

OpenText Analytics & AI

Recommind releases and subsequently patents (2011) Predictive Coding™

OpenText Cybersecurity

BrightCloud launches the first threat intelligence platform in the cloud driven by ML

OpenText Analytics & AI

IDOL releases natural language question answering

OpenText Application Delivery

Service Virtualization—Advanced data learning of simulation models and simulation of dependencies during test execution

OpenText Content

Patented Auto-Classification for Content Server (ML and Similarity)

2009

2011

2012

OpenText Content

Captiva Advanced Recognition for ML textual document classification

OpenText Analytics & AI

Catalyst releases Communications Explorer

OpenText Cybersecurity

Webroot launches realtime antiphishing to dynamically categorize page content using ML

OpenText Analytics & AI

Recommind releases Hypergraph (a communication traffic graph)

2013

OpenText IT Operations

SMAX with AI embedded—hot topics, deep search (built on top of IDOL)

2014

OpenText Analytics & AI

Recommind releases batch redaction

Catalyst releases Communications Explorer

IDOL releases facial recognition tracking

OpenText Analytics & AI

Vertica releases geospatial and time-series analytics

OpenText Analytics & AI

InfoFusion Seach integrates text mining with FTL tools

OpenText Analytics & AI

LoadRunner releases anomaly detection during a performance test

OpenText DevOps

Interface Intuition—Automate map interface creation based on data

OpenText Business Network

Interset releases User and Entity Behavioral Analytics

OpenText Cybersecurity

OpsBridge Analytics (OBA) with AI-based log analytics and search

OpenText Analytics & AI

OpenText Analytics & AI

IDOL releases Knowlege Graph, 3D reconstruction in rich media

2015

Interset helps Gartner coin the term "UEBA", or User and Entity Behavioral Analytics - which becomes the industry term for this broad category approach

OpenText Analytics & AI

OpsBridge OBA with root cause analysis on events and anomaly detection (single metric)

OpenText Analytics & AI

Interset is awarded the first of what will ultimately be 15+ several patents around its analytical systems and methods

OpenText Analytics & AI

Interset is awarded 15+ patents for analytical methods

OpenText IT Operations

2016

OpenText Experience

Qfiniti intelligent agent autoscore

OpenText Content

Layout-Specific Phrase Learning (LSPL) and Layout-Unspecific Phrase Learning (LUPL) introduces self-learning automation methods that use typical phrases to find a value with a specified format

Advanced Recognition / Captiva releases ML for High Precision Anchors doc classification

OpenText Content

Vertica releases in-database machine learning leveraging easy SQL syntax

OpenText Analytics & AI

IDOL releases object classification, face recognition and demographics using neural networks, speaker identification

Catalyst releases cut through predictive analytics for low-risk machine learning use cases

OpenText Analytics & AI

Text mining integrated in Magellan accessing 40+ content repositories

OpenText Experience

OTMM rich media analytics

2017

OpenText Analytics & AI

Recommind releases Predictive Filtering to integrate analytics into search

Vertica releases ML capability for linear regression, logistic regression, k-means, support vector machine

OpenText Analytics & AI

OpenText Business Network

Application Integrator releases automated test data and test generation for TLE maps

SMAX with Employee portal with Virtual Agent built on RASA

OpenText IT Operations

OpenText Content

Core Capture for SAP Solutions: CSA (Continuously Self-Adapting)—Creation of a machine learning model based on continuous learning in the production process Patent ⟶

2018

Dictionary-based mapping—Auto-map based on well-known customer and document-specific business terms from the ever-growing dictionary of terms

OpenText Business Network

Visual Mapper introduces data-based Auto Mapping support

OpenText Analytics & AI

Interset is one of the first companies to sign the Montreal Declaration for Responsible AI

2019

OpenText Application Delivery

Object detection UI controls identification using DL model

OCR Identify text on screen

OpenText Application Delivery

UFTone embed AI / deep learning

OTMM color analysis and smart crop

OpenText Experience

TeamSite web content semantic analysis

TeamSite smart content summarization

OpenText Experience

OpenText Content

Core Capture - IEE machine learning (classification and data extraction)

Core Capture for SAP Solutions: TAC - Table Auto Complete (Patent: US20190332662A1 - Table item information extraction with continuous machine learning through local and global models)

OpenText Content

Sentiment analysis inside of Axcelerate

Vertica releases support for predictive model markup language to make it easier to import and export machine learning models

OpenText Analytics & AI

Patented composite AI for text mining

Interset applies AI to user entity behaviors to stop insider threats

OpenText Cybersecurity

OpenText Analytics & AI

Interset is acquired by Micro Focus

Fortify releases Audit Assistant 1.0, the industry's first use of ML to train from Fortify's team of human security experts who perform audit services for its cloud customers, and provide that same false positive reduction services to all customers in software, via AI

OpenText Cybersecurity

Through the Interset acquisition, ArcSight releases ArcSight Intelligence both for cloud and off-cloud UEBA

2020

SAP Solutions - VIM + Core Capture for SAP Solutions: Business Entity Determination - Map documents to the correct SAP master data with a stateless REST service for data matching and machine learning running in the OpenText Cloud Platform (OCP) without storing SAP master data permanently in the cloud.

OpenText Content

OpenText Analytics & AI

Vertica integrates with TensorFlow for inferencing and deep learning models, releases VerticaPy jupyter notebook interface

Augmented NLU in Magellan: emotions, intentions, hate speech analysis

OpenText Analytics & AI

Substantially enhanced malware detection through unsupervised clustering models

OpenText Cybersecurity

ArcSight Recon 1.0 is released, which includes the ability to use outlier analytics to identify anomalous behaviour

VE/Octane Auto detect defect to owner

OpenText DevOps

OpenText Experience

Exstream AI-assisted authoring

IDOL releases perspective analysis, face clustering, video similarity

OpenText Analytics & AI

2021

OpenText Analytics & AI

Vertica adds support for XGBoost, Isolation Forest, ARIMA machine learning models

Patented composite-AI for AI platforms, exploration of LLMs in Magellan

OpenText Analytics & AI

Risk Guard for sensitive information detection (25 AI models available OOTB)

OpenText IT Operations

OpsBridge Automated Event Correlation (AEC) added, OBA and AEC sold together as AIOps offering

2022

Cloud Service Unified AI Cloud Service across the portfolio

OpenText Application Delivery

OpenText IT Operations

VE/Octane • Risky code commit—Identify risky areas based on code commits • Root cause analysis—Finds correlations between data and root cause of an issue • Quality risk analysis—Prescriptive analytics to identify low-quality areas and suggest remediations

Extended ECM, Core Capture - Intelligent Filing released US20230016485A1 - Systems and Methods for Intelligent Automatic Filing of Documents in a Content Management System

OpenText Content

OpenText Analytics & AI

Magellan with BERT LLMs for classification and sentiment analysis

OpenText IT Operations

SMAX with smart expert identification and ticket routing

2023

Cloud Codeless Design—NLP based codeless editor utilizing AI identification

OpenText Application Delivery

ValueEdge • Time-to-market predictions—Ability to predict delivery time and risks (predictive) • LLM -Suggest Tests—Identify risks and address test coverage gaps • LLM SLLM - Suggest Test Steps (EA)— Compose the test script for suggested tests • LLM Insights virtual assistant—Using natural language to generate widgets

Intelligent/Core Capture “smart classification” additional machine-learned classification and document separation engines with intelligent voting mechanism

OpenText Content

Intelligent Capture - Magellan integration for Named Entity recognition, sentiment, content summaries

VIM - Smart Coding for Non-PO invoices (ML for G/L account and cost center assignment)

OpenText Content

Intelligent Capture • Machine Learning for Postal Addresses • Machine Learning for Check boxes on structured forms

OpenText Content

Digital Asset Management industry-specific AI tagging of media assets

Magellan offers Empathy analysis model for email and call transcripts

OpenText Analytics & AI

IDOL releases vector search capability

Risk Guard with seamless access to 100 ML trained models and ML training

OpenText Analytics & AI

Magellan with LLMs for Q&A, summarization and entity extraction

Fortify Audit Assistant deploys ML models to reduce false positives by 50%+

OpenText Cybersecurity

Voltage Financial Risk Calculator uses AI models to identify the scale and risk exposure for data across an organization

OpenText Cybersecurity

OpenText Business Network

Trading Grid • Automate the creation of a canonical Contivo map directly using a customer’s Message Implementation Guide • TLI to Contivo Mapping Converter

Content Server Based Map and Spec (MIG) Asset Repository

OpenText Business Network

Fortify releases Audit Assistant 2.0, which improves the ML algorithm to identify 50% more false positives than 1.0, with 80% or greater accuracy

OpenText Cybersecurity

ITOM SMAX Aviator Virtual Assistant (Gen AI)

OpenText IT Operations

to be continued...

OpsBridge with Multi-Variate Anomaly Detection (MVAD)

2011

2012

2013

2014

LoadRunner releases anomaly detection during a performance test

OpenText DevOps

Interface Intuition —Automate map interface creation based on data

OpenText Business Network

Interset eleases User and Entity Behavioral Analytics

OpenText Cybersecurity

OpsBridge Analytics (OBA) with AI-based log analytics and search

OpenText Analytics & AI

2015

IDOL releases Knowlege Graph, 3D reconstruction in rich media

OpenText Analytics & AI

Interset helps Gartner coin the term "UEBA", or User and Entity Behavioral Analytics - which becomes the industry term for this broad category approach

OpenText Analytics & AI

Interset is awarded the first of what will ultimately be 15+ several patents around its analytical systems and methods

OpenText Analytics & AI

Interset is awarded 15+ patents for analytical methods

OpenText Analytics & AI

OpsBridge OBA with root cause analysis on events and anomaly detection (single metric)

OpenText IT Operations

2016

Qfinity intelligent agent autoscore

OpenText Experience

Advanced Recognition / Captiva releases ML for High Precision Anchors doc classification

OpenText Content

Layout-Specific Phrase Learning (LSPL) and Layout-Unspecific Phrase Learning (LUPL) introduces self-learning automation methods that use typical phrases to find a value with a specified format

OpenText Content

Catalyst releases cut through predictive analytics for low-risk machine learning use cases

OpenText Analytics & AI

IDOL releases object classification, face recognition and demographics using neural networks, speaker identification

OpenText Analytics & AI

Vertica releases in-database machine learning leveraging easy SQL syntax

OpenText Analytics & AI

Text mining integrated in Magellan accessing 40+ content repositories

OpenText Analytics & AI

2017

OTMM rich media analytics

OpenText Experience

Recommind releases Predictive Filtering to integrate analytics into search

OpenText Analytics & AI

Vertica releases ML capability for linear regression, logistic regression, k-means, support vector machine

OpenText Analytics & AI

Application Integrator releases automated test data and test generation for TLE maps

OpenText Business Network

SMAX with Employee portal with Virtual Agent built on RASA

OpenText IT Operations

2018

Core Capture for SAP Solutions: CSA (Continuously Self-Adapting)—Creation of a machine learning model based on continuous learning in the production process Patent ⟶

OpenText Content

Dictionary-based mapping —Auto-map based on well-known customer and document-specific business terms from the ever-growing dictionary of terms

OpenText Business Network

Visual Mapper introduces data-based Auto Mapping support

OpenText Business Network

Interset is one of the first companies to sign the Montreal Declaration for Responsible AI

OpenText Analytics & AI

Object detection UI controls identification using DL model

OpenText Application Delivery

OCR Identify text on screen

OpenText Application Delivery

UFTone embed AI / deep learning

OpenText Application Delivery

OTMM color analysis and smart crop

OpenText Experience

TeamSite smart content summarization

OpenText Experience

Core Capture - IEE machine learning (classification and data extraction)

OpenText Content

Core Capture for SAP Solutions: TAC - Table Auto Complete (Patent: US20190332662A1 - Table item information extraction with continuous machine learning through local and global models

OpenText Content

Sentiment analysis inside of Axcelerate

OpenText Content

Vertica releases support for predictive model markup language to make it easier to import and export ML models

OpenText Analytics & AI

Patented composite AI for text mining

OpenText Analytics & AI

Interset applies AI to user entity behaviors to stop insider threats

OpenText Cybersecurity

Interset is acquired by Micro Focus

OpenText Analytics & AI

Fortify Audit Assistant 1.0, the industry's first use of ML to train from Fortify's team of human security experts who perform audit services for its cloud customers, and provide that same false positive reduction services to all customers in software, via AI

OpenText Cybersecurity

Through the Interset acquisition, ArcSight releases ArcSight Intelligence both for cloud and off-cloud UEBA

OpenText Cybersecurity

2020

OpenText Content

Vertica integrates with TensorFlow for inferencing and deep learning models, releases VerticaPy jupyter notebook interface

OpenText Analytics & AI

Augmented NLU in Magellan: emotions, intentions, hate speech analysis

OpenText Analytics & AI

ArcSight Recon 1.0 is released, which includes the ability to use outlier analytics to identify anomalous behaviour

OpenText Cybersecurity

Substantially enhanced malware detection through unsupervised clustering models

OpenText Cybersecurity

2021

VE/Octane Auto detect defect to owner

OpenText DevOps

Exstream AI-assisted authoring

OpenText Experience

IDOL releases perspective analysis, face clustering, video similarity

OpenText Analytics & AI

Vertica adds support for XGBoost, Isolation Forest, ARIMA machine learning models

OpenText Analytics & AI

Patented composite AI for AI platforms, exploration of LLMs in Magellan

OpenText Analytics & AI

Risk Guard for sensitive information detection (25 AI models available OOTB)

OpenText Analytics & AI

OpsBridge Automated Event Correlation (AEC) added, OBA and AEC sold together as AIOps offering

OpenText IT Operations

2022

Cloud Service Unified AI Cloud Service across the portfolio

OpenText Application Delivery

• Risky code commit—Identify risky areas based on code commits • Root cause analysis—Finds correlations between data and root cause of an issue • Quality risk analysis—Prescriptive analytics to identify low-quality areas and suggest remediations

OpenText IT Operations

Extended ECM, Core Capture - Intelligent Filing released US20230016485A1 - Systems and Methods for Intelligent Automatic Filing of Documents in a Content Management System

OpenText Content

Magellan with BERT LLMs for classification and sentiment analysis

OpenText Analytics & AI

SMAX with smart expert identification and ticket routing

OpenText IT Operations

2023

Cloud Codeless Design—NLP-based codeless editor utilizing AI identification

OpenText Application Delivery

VIM - Smart Coding for Non-PO invoices (ML for G/L account and cost center assignment)

OpenText Content

Intelligent Capture - Magellan integration for Named Entity recognition, sentiment, content summaries

OpenText Content

Intelligent/Core Capture “smart classification” additional machine-learned classification and document separation engines with intelligent voting mechanism

OpenText Content

Intelligent Capture • Machine Learning for Postal Addresses • Machine Learning for Check boxes on structured forms

OpenText Content

Risk Guard with seamless access to 100 ML trained models and ML training

OpenText Analytics & AI

IDOL releases vector search capability

OpenText Analytics & AI

Fortify Audit Assistant deploys ML models to reduce false positives by 50%

OpenText Cybersecurity

Magellan with LLMs for Q&A, summarization and entity extraction

OpenText Analytics & AI

Voltage Financial Risk Calculator uses AI models to identify the scale and risk exposure for data across an organization

OpenText Cybersecurity

Trading Grid • Automate the creation of a canonical Contivo map directly using a customer’s Message Implementation Guide • TLI to Contivo Mapping Converter

OpenTextBusiness Network

Content Server Based Map and Spec (MIG) Asset Repository

OpenTextBusiness Network

Fortify eleases Audit Assistant 2.0, which improves the ML algorithm to identify 50% more false positives than 1.0, with 80% or greater accuracy

OpenText Cybersecurity

ITOM SMAX Aviator Virtual Assistant (Gen AI)

OpenText IT Operations

OpsBridge with Multi-Variate Anomaly Detection (MVAD)

OpenText IT Operations

Start motion

Stop motion

Magellan offers empathy analysis model for email and call transcripts

OpenText Analytics & AI

Digital Asset Management industry-specific AI tagging of media assets

OpenText Content

Our blueprint for how work can be reimagined by applying AI to daily workflows

opentext.ai

Our blueprint for how work can be reimagined by applying AI to daily workflows

opentext.ai