AI Buyer Insights:

Citigroup, a VestmarkONE customer evaluated BlackRock Aladdin Wealth

Wayfair, a Korber HighJump WMS customer just evaluated Manhattan WMS

Cantor Fitzgerald, a Kyriba Treasury customer evaluated GTreasury

Westpac NZ, an Infosys Finacle customer evaluated nCino Bank OS

Moog, an UKG AutoTime customer evaluated Workday Time and Attendance

Michelin, an e2open customer evaluated Oracle Transportation Management

Swedbank, a Temenos T24 customer evaluated Oracle Flexcube

Citigroup, a VestmarkONE customer evaluated BlackRock Aladdin Wealth

Wayfair, a Korber HighJump WMS customer just evaluated Manhattan WMS

Cantor Fitzgerald, a Kyriba Treasury customer evaluated GTreasury

Westpac NZ, an Infosys Finacle customer evaluated nCino Bank OS

Moog, an UKG AutoTime customer evaluated Workday Time and Attendance

Michelin, an e2open customer evaluated Oracle Transportation Management

Swedbank, a Temenos T24 customer evaluated Oracle Flexcube

Pattern Research Data, Technology Stack, and Enterprise 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
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.
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
Chatbots and Conversational AI AI-Powered Application 2019 2019
Collaboration
Vendor
Previous System
Application
Category
Market
VAR/SI
When
Live
Insight
Audio Video and Web Conferencing Collaboration 2021 2021
Collaboration Collaboration 2022 2022
Collaboration Collaboration 2018 2018
Collaboration Collaboration 2022 2022
Content Management
Vendor
Previous System
Application
Category
Market
VAR/SI
When
Live
Insight
Enterprise Content Management Content Management 2021 2021
Web Content Management Content Management 2020 2020
CRM
Vendor
Previous System
Application
Category
Market
VAR/SI
When
Live
Insight
Account Based Marketing CRM 2018 2018
Account Based Marketing CRM 2020 2020
Account Based Marketing CRM 2022 2022
CRM CRM 2023 2023
Customer Experience CRM 2021 2021
Customer Experience CRM 2021 2021
Customer Support CRM 2021 2021
Marketing Automation CRM 2022 2022
Marketing Automation CRM 2021 2021
Tag Management CRM 2018 2018
ITSM
Vendor
Previous System
Application
Category
Market
VAR/SI
When
Live
Insight
Application Performance Management ITSM 2020 2020
IT Service Management ITSM 2019 2019
Remote Monitoring and Management ITSM 2020 2020
PaaS
Vendor
Previous System
Application
Category
Market
VAR/SI
When
Live
Insight
Transactional Email PaaS 2022 2022
Transactional Email PaaS 2022 2022
IaaS
Vendor
Previous System
Application
Category
Market
VAR/SI
When
Live
Insight
Application Hosting and Computing Services IaaS 2018 2018
Application Hosting and Computing Services IaaS 2023 2023
Application Hosting and Computing Services IaaS 2019 2019
Content Delivery Network IaaS 2023 2023
Content Delivery Network IaaS 2020 2020
Content Delivery Network IaaS 2023 2023
CyberSecurity
Vendor
Previous System
Application
Category
Market
VAR/SI
When
Live
Insight
Identity and Access Management (IAM) CyberSecurity 2023 2023
Secure Email Gateways (SEGs) CyberSecurity 2022 2022
IT Decision Makers and Key Stakeholders at Pattern Research
First Name Last Name Title Function Department Email Phone
No data found
Apps Being Evaluated by Pattern Research Executives
Date Company Status Vendor Product Category Market
No data found
FAQ - APPS RUN THE WORLD Pattern Research Technographics

Pattern Research is a Manufacturing organization based in United States, with around 10 employees and annual revenues of $2.0 million.

Pattern Research operates a diverse technology stack with applications such as Tipalti Invoice Management and Bill Processing System, CometLLM and Hubspot Live Chat, covering areas like AP Automation, MLOps Platforms and Chatbots and Conversational AI.

Pattern Research has invested in cloud applications and AI-driven platforms to optimize efficiency and growth, collaborating with vendors such as Tipalti, Comet and HubSpot.

Pattern Research recently adopted applications including CometLLM in 2025, Hubspot CRM in 2023 and Amazon EC2 in 2023, highlighting its ongoing modernization strategy.

APPS RUN THE WORLD maintains an up-to-date database of Pattern Research’s key decision makers and IT executives, available to Premium subscribers.

Our research team continuously updates Pattern Research’s profile with verified software purchases, vendor relationships, and digital initiatives identified from public and proprietary sources.

Subscribe to APPS RUN THE WORLD to access the complete Pattern Research technographics profile, including detailed breakdowns by category, vendor, and IT decision makers.