List of Altair KnowlegeStudio (ex Angoss KnowledgeSTUDIO) Customers
Troy, 48083, MI,
United States
Since 2010, our global team of researchers has been studying Altair KnowlegeStudio (ex Angoss KnowledgeSTUDIO) customers around the world, aggregating massive amounts of data points that form the basis of our forecast assumptions and perhaps the rise and fall of certain vendors and their products on a quarterly basis.
Each quarter our research team identifies companies that have purchased Altair KnowlegeStudio (ex Angoss KnowledgeSTUDIO) for Analytics and BI from public (Press Releases, Customer References, Testimonials, Case Studies and Success Stories) and proprietary sources, including the customer size, industry, location, implementation status, partner involvement, LOB Key Stakeholders and related IT decision-makers contact details.
Companies using Altair KnowlegeStudio (ex Angoss KnowledgeSTUDIO) for Analytics and BI include: Citibank, a United States based Banking and Financial Services organisation with 226000 employees and revenues of $81.09 billion, Walmart Canada, a Canada based Retail organisation with 92500 employees and revenues of $22.30 billion, Farm Credit Services of America, a United States based Banking and Financial Services organisation with 1500 employees and revenues of $900.0 million and many others.
Contact us if you need a completed and verified list of companies using Altair KnowlegeStudio (ex Angoss KnowledgeSTUDIO), including the breakdown by industry (21 Verticals), Geography (Region, Country, State, City), Company Size (Revenue, Employees, Asset) and related IT Decision Makers, Key Stakeholders, business and technology executives responsible for the Analytics and BI software purchases.
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| Logo | Customer | Industry | Empl. | Revenue | Country | Vendor | Application | Category | When | SI | Insight |
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Citibank | Banking and Financial Services | 226000 | $81.1B | United States | Altair Engineering | Altair KnowlegeStudio (ex Angoss KnowledgeSTUDIO) | Analytics and BI | 2006 | n/a |
In 2006, Citibank deployed Altair KnowlegeStudio (ex Angoss KnowledgeSTUDIO) as a core Predictive Analytics and Data Mining Software capability to support enterprise modeling workflows. The implementation anchored Citibank analytics for customer profiling and risk scoring across retail and commercial banking functions, aligning the Altair KnowlegeStudio platform with institution-wide data science activities.
The deployment centered on standard predictive analytics modules, including data preparation, rule induction and decision tree modeling, batch scoring and model export, and model management consistent with Predictive Analytics and Data Mining Software functionality. Altair KnowlegeStudio was configured to support iterative model development, automated scoring pipelines, and exportable model artifacts used by downstream systems, with project artifacts tracked for auditability.
Integrations reflected the heterogeneous analytics environment noted in project artifacts, with toolchain connectivity to SAS Base and Macro, SQL for data extraction and persistence, TRIAD as a data staging element, Java components for custom processing, FTP for bulk transfers, and desktop utilities such as Excel, Access and VBA for ad hoc analysis. Test Director was used for test case management and validation of model workflows, while Visio and Powerpoint supported process mapping and stakeholder reporting during rollout.
Governance emphasized model lifecycle controls and cross-functional operationalization, with analytics teams, risk units and marketing analysts consuming model outputs through scheduled batch scoring and handoff processes. Documentation and testing artefacts indicate structured model review and promotion steps prior to production scoring, aligning institutional processes with Predictive Analytics and Data Mining Software best practices.
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Farm Credit Services of America | Banking and Financial Services | 1500 | $900M | United States | Altair Engineering | Altair KnowlegeStudio (ex Angoss KnowledgeSTUDIO) | Analytics and BI | 2008 | n/a |
In 2008, Farm Credit Services of America implemented Altair KnowlegeStudio ex Angoss KnowledgeSTUDIO as Predictive Analytics and Data Mining Software. The deployment focused on creation of a credit scorecard using credit bureau data to support loan origination and credit decisioning across lending operations.
Implementation work centered on standard predictive analytics capabilities in Altair KnowlegeStudio, including data preparation and cleansing, variable selection and binning, supervised model training, scorecard generation, and holdout validation workflows. The Altair KnowlegeStudio environment was configured to produce operational score outputs and model documentation needed for credit scoring and regulatory review.
Integrations included direct use of credit bureau data feeds for model development and ongoing score refreshes, with outputs ingested into lending workflows for underwriting and portfolio management. Governance practices were established to vet modeling changes and promote scorecards into production, with analytic and credit risk teams managing validation, versioning, and deployment cadence.
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Walmart Canada | Retail | 92500 | $22.3B | Canada | Altair Engineering | Altair KnowlegeStudio (ex Angoss KnowledgeSTUDIO) | Analytics and BI | 2016 | n/a |
In 2016, Walmart Canada deployed Altair KnowlegeStudio (ex Angoss KnowledgeSTUDIO) as part of its Predictive Analytics and Data Mining Software tooling to develop and operationalize supervised machine learning models for consumer behavior, marketing, and risk analytics. Development and rollout were conducted in-house by Walmart Canada analytics teams.
The implementation used Altair KnowlegeStudio (ex Angoss KnowledgeSTUDIO) as a modeling workbench alongside SAS, supporting standard predictive analytics workflows such as feature engineering, supervised model training, cross-validation, scoring, and rule extraction. Configuration emphasized repeatable model pipelines, parameter tuning, and exportable scorecards to support decisioning and campaign workflows.
Models targeted consumer behavior segmentation, marketing campaign targeting, and risk scoring, and were applied by marketing and risk management teams across Walmart Canada operations. Tool-level interoperability with SAS was explicitly part of the environment, with model artifacts exported for operational use by internal analytic workflows.
Governance and rollout focused on in-house model lifecycle management, version control, and validation checkpoints, with analytics teams responsible for promotion to production and ongoing monitoring. Altair KnowlegeStudio (ex Angoss KnowledgeSTUDIO) served as the core Predictive Analytics and Data Mining Software platform for supervised machine learning workstreams within Walmart Canada.
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Buyer Intent: Companies Evaluating Altair KnowlegeStudio (ex Angoss KnowledgeSTUDIO)
- Danske BankdanmarkSweden Filial, a Sweden based Banking and Financial Services organization with 10 Employees
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