Macys Impact Report

AI wave impact analysis for Macys — scoring investment depth across key technology layers, signals, services, tools, and concepts.

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Evaluating Macys's Foundational Layer capabilities across Artificial Intelligence, Cloud, Open-Source, and 2 more. Macys's highest score in this layer is Cloud (43), reflecting cloud infrastructure investment.

Waves

Large Language Models (LLMs) Large Language Models (LLMs) Generative Pre-trained Transformer (GPT) Generative Pre-trained Transformer (GPT) Open-Source LLMs Open-Source LLMs

Signals

Macys's Artificial Intelligence capabilities (score 17) span Hugging Face and Azure Machine Learning services.

Services

Tools

Concepts

Macys's Artificial Intelligence investment is developing, with Hugging Face and Azure Machine Learning as the primary platforms, reflecting a growing but not yet fully mature posture.

Macys's Cloud capabilities (score 43) include Amazon Web Services, Google Cloud Platform, and CloudFormation services.

Services

Tools

Macys's Cloud investment is developing, with Amazon Web Services and Google Cloud Platform as the primary platforms, reflecting a growing but not yet fully mature posture.

Macys's Open-Source capabilities (score 12) are demonstrated through GitHub and GitLab services.

Services

Tools

Standards

Macys's Open-Source score indicates early-stage investment, with GitHub and GitLab as the primary signals.

Macys's Languages capabilities (score 21) are demonstrated through .Net, Go, and Java languages.

Macys's Languages investment is developing, with limited recorded tooling as the primary platforms, reflecting a growing but not yet fully mature posture.

Macys's Code capabilities (score 13) include GitHub, GitLab, and Azure DevOps services.

Services

Tools

Concepts

Macys's Code score indicates early-stage investment, with GitHub and GitLab as the primary signals.
Macys's Foundational Layer investment reflects a mature and broad technology posture across this layer. Key platforms include Hugging Face, Azure Machine Learning, and Amazon Web Services.

Evaluating Macys's Retrieval & Grounding capabilities across Data, Databases, Virtualization, and 2 more. Macys's highest score in this layer is Data (27), reflecting data platform depth.

Waves

Vector Databases Vector Databases Retrieval-Augmented Generation (RAG) Retrieval-Augmented Generation (RAG) Prompt Engineering Prompt Engineering Context Engineering Context Engineering

Signals

Macys's Data capabilities (score 27) are demonstrated through Crystal Reports services.

Services

Tools

Concepts

Macys's Data investment is developing, with Crystal Reports and Terraform as the primary platforms, reflecting a growing but not yet fully mature posture.

Macys's Databases capabilities (score 9) are demonstrated through SAP BW, Oracle Integration, and Oracle E-Business Suite services.

Services

Tools

Concepts

Standards

Macys's Databases score indicates early-stage investment, with SAP BW and Oracle Integration as the primary signals.

Macys's Virtualization capabilities (score 4) include Spring Boot tools.

Tools

Macys's Virtualization score indicates early-stage investment, with Spring Boot as the primary signals.

Macys's Specifications capabilities (score 3) are demonstrated through Application Programming Interfaces concepts.

Concepts

Standards

Macys's Specifications score indicates early-stage investment, with limited recorded tooling as the primary signals.

Macys's Context Engineering investment (score 0) indicates limited or no recorded activity in this dimension.

No recorded Context Engineering investment signals were found for Macys in the current dataset.
Macys's Retrieval & Grounding investment reflects growing capabilities with meaningful signals. Key platforms include Crystal Reports, SAP BW, and Oracle Integration.

Evaluating Macys's Customization & Adaptation capabilities across Data Pipelines, Model Registry & Versioning, Multimodal Infrastructure, and 1 more. Macys's highest score in this layer is Model Registry & Versioning (4), reflecting investment in this dimension.

Waves

Fine-Tuning & Model Customization Fine-Tuning & Model Customization Multimodal AI Multimodal AI

Signals

Macys's Data Pipelines investment (score 0) indicates limited or no recorded activity in this dimension.

Tools

No recorded Data Pipelines investment signals were found for Macys in the current dataset.

Macys's Model Registry & Versioning capabilities (score 4) include Azure Machine Learning services.

Services

Tools

Macys's Model Registry & Versioning score indicates early-stage investment, with Azure Machine Learning and TensorFlow as the primary signals.

Macys's Multimodal Infrastructure capabilities (score 3) are demonstrated through Hugging Face and Azure Machine Learning services.

Services

Tools

Macys's Multimodal Infrastructure score indicates early-stage investment, with Hugging Face and Azure Machine Learning as the primary signals.

Macys's Domain Specialization investment (score 0) indicates limited or no recorded activity in this dimension.

No recorded Domain Specialization investment signals were found for Macys in the current dataset.
Macys's Customization & Adaptation investment reflects early-stage or limited activity. Key platforms include Azure Machine Learning and Hugging Face.

Evaluating Macys's Efficiency & Specialization capabilities across Automation, Containers, Platform, and 1 more. Macys's highest score in this layer is Operations (27), reflecting investment in this dimension.

Waves

Small Language Models (SLMs) Small Language Models (SLMs) Model Routing / Orchestration Model Routing / Orchestration Reasoning Models Reasoning Models

Signals

Macys's Automation capabilities (score 17) span ServiceNow, Microsoft Power Automate, and Make services.

Services

Tools

Concepts

Macys's Automation investment is developing, with ServiceNow and Microsoft Power Automate as the primary platforms, reflecting a growing but not yet fully mature posture.

Macys's Containers capabilities (score 5) span Buildpacks tools.

Tools

Macys's Containers score indicates early-stage investment, with Buildpacks as the primary signals.

Macys's Platform capabilities (score 22) include ServiceNow, Salesforce, and Amazon Web Services services.

Services

Concepts

Macys's Platform investment is developing, with ServiceNow and Salesforce as the primary platforms, reflecting a growing but not yet fully mature posture.

Macys's Operations capabilities (score 27) are demonstrated through ServiceNow, Datadog, and New Relic services.

Services

Tools

Concepts

Macys's Operations investment is developing, with ServiceNow and Datadog as the primary platforms, reflecting a growing but not yet fully mature posture.
Macys's Efficiency & Specialization investment reflects growing capabilities with meaningful signals. Key platforms include ServiceNow, Microsoft Power Automate, and Make.

Evaluating Macys's Productivity capabilities across Software As A Service (SaaS), Code, and Services. Macys's highest score in this layer is Services (99), reflecting investment in this dimension.

Waves

Coding Assistants Coding Assistants Copilots Copilots

Signals

Macys's Software As A Service (SaaS) investment (score 0) indicates limited or no recorded activity in this dimension.

Services

No recorded Software As A Service (SaaS) investment signals were found for Macys in the current dataset.

Macys's Code capabilities (score 13) include GitHub, GitLab, and Azure DevOps services.

Services

Tools

Concepts

Macys's Code score indicates early-stage investment, with GitHub and GitLab as the primary signals.

Macys's Services capabilities (score 99) are demonstrated through HubSpot, MailChimp, and ServiceNow services.

Services

Macys demonstrates strong Services investment through HubSpot and MailChimp, indicating mature services capabilities at enterprise scale.
Macys's Productivity investment reflects a mature and broad technology posture across this layer. Key platforms include HubSpot, MailChimp, and Zoom.

Evaluating Macys's Integration & Interoperability capabilities across API, Integrations, Event-Driven, and 4 more. Macys's highest score in this layer is CNCF (10), reflecting investment in this dimension.

Waves

MCP (Model Context Protocol) MCP (Model Context Protocol) Agents Agents Skills Skills

Signals

Macys's API capabilities (score 8) span Application Programming Interfaces concepts.

Concepts

Standards

Macys's API score indicates early-stage investment, with limited recorded tooling as the primary signals.

Macys's Integrations capabilities (score 9) are demonstrated through Oracle Integration and Merge services.

Services

Concepts

Standards

Macys's Integrations score indicates early-stage investment, with Oracle Integration and Merge as the primary signals.

Macys's Event-Driven capabilities (score 2) reflect investment in this dimension with limited specific signal data.

Standards

Macys's Event-Driven score indicates early-stage investment, with limited recorded tooling as the primary signals.

Macys's Patterns capabilities (score 8) span Spring Boot tools.

Tools

Standards

Macys's Patterns score indicates early-stage investment, with Spring Boot as the primary signals.

Macys's Specifications capabilities (score 3) are demonstrated through Application Programming Interfaces concepts.

Concepts

Standards

Macys's Specifications score indicates early-stage investment, with limited recorded tooling as the primary signals.

Macys's Apache capabilities (score 1) include Apache Ant, Apache AGE, and Apache Aries tools.

Tools

Macys's Apache score indicates early-stage investment, with Apache Ant and Apache AGE as the primary signals.

Macys's CNCF capabilities (score 10) include Prometheus, SPIRE, and Dex tools.

Tools

Macys's CNCF score indicates early-stage investment, with Prometheus and SPIRE as the primary signals.
Macys's Integration & Interoperability investment reflects growing capabilities with meaningful signals. Key platforms include Oracle Integration and Merge.

Evaluating Macys's Statefulness capabilities across Observability, Governance, Security, and 1 more. Macys's highest score in this layer is Data (27), reflecting data platform depth.

Waves

Memory Systems Memory Systems

Signals

Macys's Observability capabilities (score 22) include Datadog, New Relic, and Dynatrace services.

Services

Tools

Concepts

Macys's Observability investment is developing, with Datadog and New Relic as the primary platforms, reflecting a growing but not yet fully mature posture.

Macys's Governance capabilities (score 7) include Compliances and Audits concepts.

Concepts

Standards

Macys's Governance score indicates early-stage investment, with limited recorded tooling as the primary signals.

Macys's Security capabilities (score 21) are demonstrated through Cloudflare and Palo Alto Networks services.

Services

Tools

Concepts

Standards

Macys's Security investment is developing, with Cloudflare and Palo Alto Networks as the primary platforms, reflecting a growing but not yet fully mature posture.

Macys's Data capabilities (score 27) are demonstrated through Crystal Reports services.

Services

Tools

Concepts

Macys's Data investment is developing, with Crystal Reports and Terraform as the primary platforms, reflecting a growing but not yet fully mature posture.
Macys's Statefulness investment reflects growing capabilities with meaningful signals. Key platforms include Datadog, New Relic, and Dynatrace.

Evaluating Macys's Measurement & Accountability capabilities across Testing & Quality, Observability, Developer Experience, and 1 more. Macys's highest score in this layer is Observability (22), reflecting investment in this dimension.

Waves

Evaluation & Benchmarking Evaluation & Benchmarking

Signals

Macys's Testing & Quality capabilities (score 1) include SonarQube tools.

Tools

Concepts

Standards

Macys's Testing & Quality score indicates early-stage investment, with SonarQube as the primary signals.

Macys's Observability capabilities (score 22) include Datadog, New Relic, and Dynatrace services.

Services

Tools

Concepts

Macys's Observability investment is developing, with Datadog and New Relic as the primary platforms, reflecting a growing but not yet fully mature posture.

Macys's Developer Experience capabilities (score 9) are demonstrated through GitHub, GitLab, and Azure DevOps services.

Services

Tools

Macys's Developer Experience score indicates early-stage investment, with GitHub and GitLab as the primary signals.

Macys's ROI & Business Metrics capabilities (score 18) are demonstrated through Crystal Reports services.

Services

Concepts

Macys's ROI & Business Metrics investment is developing, with Crystal Reports as the primary platforms, reflecting a growing but not yet fully mature posture.
Macys's Measurement & Accountability investment reflects growing capabilities with meaningful signals. Key platforms include Datadog, New Relic, and Dynatrace.

Evaluating Macys's Governance & Risk capabilities across Regulatory Posture, AI Review & Approval, Security, and 2 more. Macys's highest score in this layer is Security (21), reflecting security posture strength.

Waves

Governance & Compliance Governance & Compliance

Signals

Macys's Regulatory Posture capabilities (score 4) include Compliances and Legals concepts.

Concepts

Standards

Macys's Regulatory Posture score indicates early-stage investment, with limited recorded tooling as the primary signals.

Macys's AI Review & Approval capabilities (score 3) are demonstrated through Azure Machine Learning services.

Services

Tools

Macys's AI Review & Approval score indicates early-stage investment, with Azure Machine Learning and TensorFlow as the primary signals.

Macys's Security capabilities (score 21) are demonstrated through Cloudflare and Palo Alto Networks services.

Services

Tools

Concepts

Standards

Macys's Security investment is developing, with Cloudflare and Palo Alto Networks as the primary platforms, reflecting a growing but not yet fully mature posture.

Macys's Governance capabilities (score 7) include Compliances and Audits concepts.

Concepts

Standards

Macys's Governance score indicates early-stage investment, with limited recorded tooling as the primary signals.

Macys's Privacy & Data Rights capabilities (score 1) reflect investment in this dimension with limited specific signal data.

Standards

Macys's Privacy & Data Rights score indicates early-stage investment, with limited recorded tooling as the primary signals.
Macys's Governance & Risk investment reflects growing capabilities with meaningful signals. Key platforms include Azure Machine Learning, Cloudflare, and Palo Alto Networks.

Evaluating Macys's Economics & Sustainability capabilities across AI FinOps, Provider Strategy, Partnerships & Ecosystem, and 2 more. Macys's highest score in this layer is Talent & Organizational Design (10), reflecting investment in this dimension.

Waves

Cost Economics & FinOps Cost Economics & FinOps Supply Chain & Dependency Risk Supply Chain & Dependency Risk Data Centers Data Centers

Signals

Macys's AI FinOps capabilities (score 2) span Amazon Web Services and Google Cloud Platform services.

Services

Macys's AI FinOps score indicates early-stage investment, with Amazon Web Services and Google Cloud Platform as the primary signals.

Macys's Provider Strategy capabilities (score 2) span Salesforce, Microsoft, and Amazon Web Services services.

Services

Macys's Provider Strategy score indicates early-stage investment, with Salesforce and Microsoft as the primary signals.

Macys's Partnerships & Ecosystem capabilities (score 8) span Salesforce, LinkedIn, and Microsoft services.

Services

Macys's Partnerships & Ecosystem score indicates early-stage investment, with Salesforce and LinkedIn as the primary signals.

Macys's Talent & Organizational Design capabilities (score 10) include LinkedIn, Workday, and PeopleSoft services.

Services

Concepts

Macys's Talent & Organizational Design score indicates early-stage investment, with LinkedIn and Workday as the primary signals.

Macys's Data Centers investment (score 0) indicates limited or no recorded activity in this dimension.

No recorded Data Centers investment signals were found for Macys in the current dataset.
Macys's Economics & Sustainability investment reflects early-stage or limited activity. Key platforms include Amazon Web Services, Google Cloud Platform, and Salesforce.

Evaluating Macys's Storytelling & Entertainment & Theater capabilities across Alignment, Standardization, Mergers & Acquisitions, and 1 more. Macys's highest score in this layer is Alignment (15), reflecting investment in this dimension.

Waves

Moltbook Moltbook Gastown Gastown Ralph Wiggum Ralph Wiggum OpenClaw / Clawdbot OpenClaw / Clawdbot Artificial General Intelligence (AGI) Artificial General Intelligence (AGI)

Signals

Macys's Alignment capabilities (score 15) reflect investment in this dimension with limited specific signal data.

Standards

Macys's Alignment investment is developing, with limited recorded tooling as the primary platforms, reflecting a growing but not yet fully mature posture.

Macys's Standardization capabilities (score 6) reflect investment in this dimension with limited specific signal data.

Standards

Macys's Standardization score indicates early-stage investment, with limited recorded tooling as the primary signals.

Macys's Mergers & Acquisitions capabilities (score 12) are demonstrated through Talent Acquisitions concepts.

Concepts

Macys's Mergers & Acquisitions score indicates early-stage investment, with limited recorded tooling as the primary signals.

Macys's Experimentation & Prototyping investment (score 0) indicates limited or no recorded activity in this dimension.

No recorded Experimentation & Prototyping investment signals were found for Macys in the current dataset.
Macys's Storytelling & Entertainment & Theater investment reflects growing capabilities with meaningful signals. Key platforms include various platforms.