Dearborn, 48126, MI,
United States
FordDirect Technographics
Discover the latest software purchases and digital transformation initiatives being undertaken by FordDirect and its business and technology executives. Each quarter our research team identifies on-prem and cloud applications that are being used by the 450 FordDirect employees from the public (Press Releases, Customer References, Testimonials, Case Studies and Success Stories) and proprietary sources.
During our research, we have identified that FordDirect has purchased the following applications: SAP SuccessFactors Recruiting for Recruiting, Applicant Tracking System in 2020, DataRobot AI Platform for Generative AI Platforms, Predictive Analytics in 2023, Apache Spark for Analytics and BI in 2021 and the related IT decision-makers and key stakeholders.
Our database provides customer insight and contextual information on which enterprise applications and software systems FordDirect is running and its propensity to invest more and deepen its relationship with SAP , DataRobot , Apache Software or identify new suppliers as part of their overall Digital and IT transformation projects to stay competitive, fend off threats from disruptive forces, or comply with internal mandates to improve overall enterprise efficiency.
We have been analyzing FordDirect revenues, which have grown to $65.0 million in 2024, plus its IT budget and roadmap, cloud software purchases, aggregating massive amounts of data points that form the basis of our forecast assumptions for FordDirect intention to invest in emerging technologies such as AI, Machine Learning, IoT, Blockchain, Autonomous Database or in cloud-based ERP, HCM, CRM, EPM, Procurement or Treasury applications.
HCM
Vendor |
Previous System |
Application |
Category |
Market |
VAR/SI |
When |
Live |
Insight |
|---|---|---|---|---|---|---|---|---|
| SAP | Legacy | SAP SuccessFactors Recruiting | Recruiting, Applicant Tracking System | HCM | n/a | 2020 | 2020 |
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AI Development
Vendor |
Previous System |
Application |
Category |
Market |
VAR/SI |
When |
Live |
Insight |
|---|---|---|---|---|---|---|---|---|
| DataRobot | Legacy | DataRobot AI Platform | Generative AI Platforms, Predictive Analytics | AI Development | RXA @ OneMagnify | 2023 | 2024 |
In 2023, FordDirect implemented the DataRobot AI Platform to extend its Customer Journey Platform, leveraging Generative AI Platforms,Predictive Analytics capabilities to shorten the time to understand customers and prospects. The deployment targets Ford Dealers and Lincoln Retailers across North America, with a focus on personalized customer touchpoints and prospecting workflows for dealer and digital marketing teams.
The DataRobot AI Platform was configured to automate the end to end machine learning lifecycle, including data preparation, feature derivation, automated model training across hundreds of candidates, validation, model promotion to production, and continuous monitoring. FordDirect runs large scale models for forecasting, multi touch attribution weighting, media mix modeling, customer and dealer segmentation, natural language processing, and propensity scoring, with the highest scored leads identified as 18X more likely to buy and 90 percent of buys concentrated in the top 20 percent of scored customers valued at $6.5 million.
Architecturally the implementation is linked with Microsoft Azure and Databricks and is embedded into FordDirect’s Customer Journey Platform to deliver AI powered recommendations, optimizations, and direct signals to dealers, retailers, product partners, and Ford’s digital marketing teams. The systems integrator RXA @ OneMagnify supported the data science workflow, leveraging DataRobot to reduce time from data access to implementation by approximately 75 percent compared to hand developed models, and to accelerate model scoring throughput with reported model performance improvements.
Governance and operationalization were addressed through DataRobot’s model governance, validation rules, and monitoring capabilities, enabling continuous measurement and iterative improvement of models while centralizing workflows for both predictive and generative AI. FordDirect decreased its technology debt by approximately $3 million and is testing and monitoring new large language models within the same platform to unify predictive and generative AI workflows, allowing data scientists to shift effort from maintenance to new analytic projects.
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Analytics and BI
Vendor |
Previous System |
Application |
Category |
Market |
VAR/SI |
When |
Live |
Insight |
|---|---|---|---|---|---|---|---|---|
| Apache Software | Legacy | Apache Spark | Analytics and BI | Analytics and BI | n/a | 2021 | 2021 |
In 2021, FordDirect deployed Apache Spark to support Analytics and BI workloads. The implementation centered on PySpark development inside a Databricks environment to construct end to end data pipelines that serve FordDirect Apache Spark Analytics and BI data engineering and analytics functions.
Engineers developed Databricks notebooks in PySpark that used Spark SQL and the Spark Streaming API to perform data migrations and complex data transformations. The implementation relied on DataFrame APIs to transform incoming records, and Delta tables were created and populated to serve as the canonical sink for transformed datasets and for performing join operations across dataframes.
The pipeline architecture integrated blob storage as the input source, Kafka clusters as the streaming layer, and Delta Lake storage as the sink, with Apache Spark orchestrating both batch and streaming processing. Spark Streaming handled continuous ingestion from Kafka while Spark SQL supported analytical queries against Delta tables, aligning the solution with enterprise Analytics and BI use cases in the data engineering function.
Operational governance emphasized job scheduling and monitoring within the Databricks environment to handle millions of records. Jobs were scheduled to control processing cadence and monitoring of notebook runs and job results provided the primary mechanism for pipeline health and failure detection.
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Analytics and BI, Data Warehouse | Analytics and BI |
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2023 | 2024 |
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Collaboration
Vendor |
Previous System |
Application |
Category |
Market |
VAR/SI |
When |
Live |
Insight |
|---|---|---|---|---|---|---|---|---|
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Audio Video and Web Conferencing | Collaboration |
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2020 | 2020 |
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Audio Video and Web Conferencing | Collaboration |
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2021 | 2021 |
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Collaboration | Collaboration |
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2022 | 2022 |
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Content Management
Vendor |
Previous System |
Application |
Category |
Market |
VAR/SI |
When |
Live |
Insight |
|---|---|---|---|---|---|---|---|---|
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Digital Signing | Content Management |
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2023 | 2023 |
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CRM
Vendor |
Previous System |
Application |
Category |
Market |
VAR/SI |
When |
Live |
Insight |
|---|---|---|---|---|---|---|---|---|
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Customer Experience | CRM |
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2018 | 2018 |
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Data Management Platform | CRM |
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2024 | 2024 |
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Marketing Analytics | CRM |
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2022 | 2022 |
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Marketing Automation | CRM |
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2011 | 2011 |
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Marketing Automation | CRM |
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2024 | 2024 |
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Sales Automation, CRM, Sales Engagement | CRM |
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2024 | 2024 |
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Tag Management | CRM |
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2018 | 2018 |
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TRM
Vendor |
Previous System |
Application |
Category |
Market |
VAR/SI |
When |
Live |
Insight |
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Governance, Risk and Compliance | TRM |
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2012 | 2012 |
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PaaS
Vendor |
Previous System |
Application |
Category |
Market |
VAR/SI |
When |
Live |
Insight |
|---|---|---|---|---|---|---|---|---|
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Apps Development | PaaS |
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2021 | 2021 |
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IaaS
Vendor |
Previous System |
Application |
Category |
Market |
VAR/SI |
When |
Live |
Insight |
|---|---|---|---|---|---|---|---|---|
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Application Hosting and Computing Services | IaaS |
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2019 | 2019 |
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Application Hosting and Computing Services | IaaS |
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2024 | 2024 |
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Cloud Storage | IaaS |
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2020 | 2020 |
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Content Delivery Network | IaaS |
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2014 | 2014 |
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Database Management, Open-Source Database | IaaS |
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2021 | 2021 |
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CyberSecurity
Vendor |
Previous System |
Application |
Category |
Market |
VAR/SI |
When |
Live |
Insight |
|---|---|---|---|---|---|---|---|---|
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Secure Email Gateways (SEGs) | CyberSecurity |
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2023 | 2023 |
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Secure Web Gateways (SWG) | CyberSecurity |
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2011 | 2011 |
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