Pattern Research Technographics
Discover the latest software purchases and digital transformation initiatives being undertaken by Pattern Research and its business and technology executives. Each quarter our research team identifies on-prem and cloud applications that are being used by the 10 Pattern Research employees from the public (Press Releases, Customer References, Testimonials, Case Studies and Success Stories) and proprietary sources.
During our research, we have identified that Pattern Research has purchased the following applications: Tipalti Invoice Management and Bill Processing System for AP Automation in 2022, CometLLM for MLOps Platforms in 2025, Hubspot Live Chat for Chatbots and Conversational AI in 2019 and the related IT decision-makers and key stakeholders.
Our database provides customer insight and contextual information on which enterprise applications and software systems Pattern Research is running and its propensity to invest more and deepen its relationship with Tipalti , Comet , HubSpot 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 Pattern Research revenues, which have grown to $2.0 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 Pattern Research 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.
ERP Financial Management
Vendor |
Previous System |
Application |
Category |
Market |
VAR/SI |
When |
Live |
Insight |
|---|---|---|---|---|---|---|---|---|
| Tipalti | Legacy | Tipalti Invoice Management and Bill Processing System | AP Automation | ERP Financial Management | n/a | 2022 | 2022 |
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AI Development
Vendor |
Previous System |
Application |
Category |
Market |
VAR/SI |
When |
Live |
Insight |
|---|---|---|---|---|---|---|---|---|
| Comet | Legacy | CometLLM | MLOps Platforms | AI Development | n/a | 2025 | 2025 |
In 2025, Pattern Research implemented CometLLM, deploying Comet's tooling in the MLOps Platforms category to optimize e-commerce content generation and to select lower-cost models. The implementation targets the Content Brief workflow in the United States, and Pattern reports an estimated $60,000 annual saving tied to that workflow.
Implementation centers on Comet's Opik LLM-evaluation and the prompt-playground for systematic prompt testing and comparative model evaluation. Because Pattern explicitly uses Opik's prompt library and evaluation features, they also use CometLLM for prompt logging and versioning, enabling reproducible prompt engineering, artifact capture, and iteration tracking.
Configuration focuses on prompt engineering workflows, model selection gates based on evaluation metrics, and prompt version control, all consistent with MLOps Platforms capabilities. For a 10 person manufacturing company, the deployment was scoped to the content and e-commerce teams, providing a centralized prompt repository and evaluation pipeline without enterprise-scale orchestration.
Operational governance emphasizes prompt provenance and evaluation driven selection of lower-cost models, with rollout occurring through iterative prompt experiments within the Content Brief workflow. CometLLM and Opik together provide structured logging, evaluation artifacts, and model choice control to support ongoing content generation and cost management.
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AI-Powered Application
Vendor |
Previous System |
Application |
Category |
Market |
VAR/SI |
When |
Live |
Insight |
|---|---|---|---|---|---|---|---|---|
| HubSpot | Legacy | Hubspot Live Chat | Chatbots and Conversational AI | AI-Powered Application | n/a | 2019 | 2019 |
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Chatbots and Conversational AI | AI-Powered Application |
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2019 | 2019 |
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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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2021 | 2021 |
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Collaboration | Collaboration |
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2022 | 2022 |
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Collaboration | Collaboration |
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2018 | 2018 |
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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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Enterprise Content Management | Content Management |
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2021 | 2021 |
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Web Content Management | Content Management |
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2020 | 2020 |
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CRM
Vendor |
Previous System |
Application |
Category |
Market |
VAR/SI |
When |
Live |
Insight |
|---|---|---|---|---|---|---|---|---|
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Account Based Marketing | CRM |
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2018 | 2018 |
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Account Based Marketing | CRM |
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2020 | 2020 |
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Account Based Marketing | CRM |
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2022 | 2022 |
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CRM | CRM |
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2023 | 2023 |
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Customer Experience | CRM |
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2021 | 2021 |
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Customer Experience | CRM |
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2021 | 2021 |
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Customer Support | CRM |
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2021 | 2021 |
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Marketing Automation | CRM |
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2022 | 2022 |
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Marketing Automation | CRM |
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2021 | 2021 |
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Tag Management | CRM |
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2018 | 2018 |
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ITSM
Vendor |
Previous System |
Application |
Category |
Market |
VAR/SI |
When |
Live |
Insight |
|---|---|---|---|---|---|---|---|---|
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Application Performance Management | ITSM |
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2020 | 2020 |
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IT Service Management | ITSM |
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2019 | 2019 |
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Remote Monitoring and Management | ITSM |
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2020 | 2020 |
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PaaS
Vendor |
Previous System |
Application |
Category |
Market |
VAR/SI |
When |
Live |
Insight |
|---|---|---|---|---|---|---|---|---|
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Transactional Email | PaaS |
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2022 | 2022 |
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Transactional Email | PaaS |
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2022 | 2022 |
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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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2018 | 2018 |
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Application Hosting and Computing Services | IaaS |
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2023 | 2023 |
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Application Hosting and Computing Services | IaaS |
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2019 | 2019 |
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Content Delivery Network | IaaS |
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2023 | 2023 |
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Content Delivery Network | IaaS |
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2020 | 2020 |
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Content Delivery Network | IaaS |
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2023 | 2023 |
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CyberSecurity
Vendor |
Previous System |
Application |
Category |
Market |
VAR/SI |
When |
Live |
Insight |
|---|---|---|---|---|---|---|---|---|
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Identity and Access Management (IAM) | CyberSecurity |
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2023 | 2023 |
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Secure Email Gateways (SEGs) | CyberSecurity |
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2022 | 2022 |
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