Coca-Cola Impact Report

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

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Evaluating Coca-Cola's Foundational Layer capabilities across Artificial Intelligence, Cloud, Open-Source, and 2 more. Coca-Cola's highest score in this layer is Cloud (40), 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

Coca-Cola's Artificial Intelligence capabilities (score 19) include Hugging Face, Azure Databricks, and Azure Machine Learning services.

Services

Tools

Concepts

Coca-Cola's Artificial Intelligence investment is developing, with Hugging Face and Azure Databricks as the primary platforms, reflecting a growing but not yet fully mature posture.

Coca-Cola's Cloud capabilities (score 40) include Amazon Web Services, CloudFormation, and Azure Functions services.

Services

Tools

Coca-Cola's Cloud investment is developing, with Amazon Web Services and CloudFormation as the primary platforms, reflecting a growing but not yet fully mature posture.

Coca-Cola's Open-Source capabilities (score 19) include GitHub, Bitbucket, and GitLab services.

Services

Tools

Standards

Coca-Cola's Open-Source investment is developing, with GitHub and Bitbucket as the primary platforms, reflecting a growing but not yet fully mature posture.

Coca-Cola's Languages capabilities (score 22) include .Net, Go, and Html languages.

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

Coca-Cola's Code capabilities (score 22) include GitHub, Bitbucket, and GitLab services.

Services

Tools

Concepts

Coca-Cola's Code investment is developing, with GitHub and Bitbucket as the primary platforms, reflecting a growing but not yet fully mature posture.
Coca-Cola's Foundational Layer investment reflects a mature and broad technology posture across this layer. Key platforms include Hugging Face, Azure Databricks, and Azure Machine Learning.

Evaluating Coca-Cola's Retrieval & Grounding capabilities across Data, Databases, Virtualization, and 2 more. Coca-Cola's highest score in this layer is Data (51), 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

Coca-Cola's Data capabilities (score 51) are demonstrated through Power BI, Power Query, and Teradata services.

Services

Tools

Concepts

Coca-Cola demonstrates strong Data investment through Power BI and Power Query, indicating mature data capabilities at enterprise scale.

Coca-Cola's Databases capabilities (score 12) are demonstrated through Teradata, SAP BW, and Oracle Integration services.

Services

Tools

Concepts

Standards

Coca-Cola's Databases score indicates early-stage investment, with Teradata and SAP BW as the primary signals.

Coca-Cola's Virtualization capabilities (score 6) are demonstrated through Citrix NetScaler services.

Services

Tools

Coca-Cola's Virtualization score indicates early-stage investment, with Citrix NetScaler and Spring Boot as the primary signals.

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

Concepts

Standards

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

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

No recorded Context Engineering investment signals were found for Coca-Cola in the current dataset.
Coca-Cola's Retrieval & Grounding investment reflects growing capabilities with meaningful signals. Key platforms include Power BI, Power Query, and Teradata.

Evaluating Coca-Cola's Customization & Adaptation capabilities across Data Pipelines, Model Registry & Versioning, Multimodal Infrastructure, and 1 more. Coca-Cola'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

Coca-Cola'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 Coca-Cola in the current dataset.

Coca-Cola's Model Registry & Versioning capabilities (score 4) include Azure Databricks and Azure Machine Learning services.

Services

Tools

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

Coca-Cola's Multimodal Infrastructure capabilities (score 4) include Hugging Face and Azure Machine Learning services.

Services

Tools

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

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

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

Evaluating Coca-Cola's Efficiency & Specialization capabilities across Automation, Containers, Platform, and 1 more. Coca-Cola's highest score in this layer is Operations (28), 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

Coca-Cola's Automation capabilities (score 27) are demonstrated through ServiceNow, Microsoft PowerPoint, and GitHub Actions services.

Services

Tools

Concepts

Coca-Cola's Automation investment is developing, with ServiceNow and Microsoft PowerPoint as the primary platforms, reflecting a growing but not yet fully mature posture.

Coca-Cola's Containers capabilities (score 7) include Kubernetes Operators and Buildpacks tools.

Tools

Coca-Cola's Containers score indicates early-stage investment, with Kubernetes Operators and Buildpacks as the primary signals.

Coca-Cola's Platform capabilities (score 21) are demonstrated through ServiceNow, Salesforce, and Amazon Web Services services.

Services

Concepts

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

Coca-Cola's Operations capabilities (score 28) include ServiceNow, Datadog, and New Relic services.

Services

Tools

Concepts

Coca-Cola's Operations investment is developing, with ServiceNow and Datadog as the primary platforms, reflecting a growing but not yet fully mature posture.
Coca-Cola's Efficiency & Specialization investment reflects growing capabilities with meaningful signals. Key platforms include ServiceNow, Microsoft PowerPoint, and GitHub Actions.

Evaluating Coca-Cola's Productivity capabilities across Software As A Service (SaaS), Code, and Services. Coca-Cola's highest score in this layer is Services (123), reflecting investment in this dimension.

Waves

Coding Assistants Coding Assistants Copilots Copilots

Signals

Coca-Cola'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 Coca-Cola in the current dataset.

Coca-Cola's Code capabilities (score 22) include GitHub, Bitbucket, and GitLab services.

Services

Tools

Concepts

Coca-Cola's Code investment is developing, with GitHub and Bitbucket as the primary platforms, reflecting a growing but not yet fully mature posture.

Coca-Cola's Services capabilities (score 123) are demonstrated through BigCommerce, Zendesk, and HubSpot services.

Services

Coca-Cola demonstrates strong Services investment through BigCommerce and Zendesk, indicating mature services capabilities at enterprise scale.
Coca-Cola's Productivity investment reflects a mature and broad technology posture across this layer. Key platforms include BigCommerce, Zendesk, and HubSpot.

Evaluating Coca-Cola's Integration & Interoperability capabilities across API, Integrations, Event-Driven, and 4 more. Coca-Cola's highest score in this layer is Integrations (14), reflecting investment in this dimension.

Waves

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

Signals

Coca-Cola's API capabilities (score 9) are demonstrated through Application Programming Interfaces concepts.

Concepts

Standards

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

Coca-Cola's Integrations capabilities (score 14) span Oracle Integration and Merge services.

Services

Concepts

Standards

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

Coca-Cola's Event-Driven capabilities (score 3) are demonstrated through Kafka Connect and Apache NiFi tools.

Tools

Standards

Coca-Cola's Event-Driven score indicates early-stage investment, with Kafka Connect and Apache NiFi as the primary signals.

Coca-Cola's Patterns capabilities (score 6) are demonstrated through Spring Boot tools.

Tools

Standards

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

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

Concepts

Standards

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

Coca-Cola's Apache capabilities (score 4) include Apache Ant, Apache ZooKeeper, and Apache AGE tools.

Tools

Coca-Cola's Apache score indicates early-stage investment, with Apache Ant and Apache ZooKeeper as the primary signals.

Coca-Cola's CNCF capabilities (score 11) span Prometheus, SPIRE, and Dex tools.

Tools

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

Evaluating Coca-Cola's Statefulness capabilities across Observability, Governance, Security, and 1 more. Coca-Cola's highest score in this layer is Data (51), reflecting data platform depth.

Waves

Memory Systems Memory Systems

Signals

Coca-Cola's Observability capabilities (score 24) are demonstrated through Datadog, New Relic, and Dynatrace services.

Services

Tools

Concepts

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

Coca-Cola's Governance capabilities (score 7) include Compliances, Governances, and Data Governances concepts.

Concepts

Standards

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

Coca-Cola's Security capabilities (score 24) are demonstrated through Cloudflare, Palo Alto Networks, and Citrix NetScaler services.

Services

Tools

Concepts

Standards

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

Coca-Cola's Data capabilities (score 51) are demonstrated through Power BI, Power Query, and Teradata services.

Services

Tools

Concepts

Coca-Cola demonstrates strong Data investment through Power BI and Power Query, indicating mature data capabilities at enterprise scale.
Coca-Cola's Statefulness investment reflects a mature and broad technology posture across this layer. Key platforms include Datadog, New Relic, and Dynatrace.

Evaluating Coca-Cola's Measurement & Accountability capabilities across Testing & Quality, Observability, Developer Experience, and 1 more. Coca-Cola's highest score in this layer is ROI & Business Metrics (34), reflecting investment in this dimension.

Waves

Evaluation & Benchmarking Evaluation & Benchmarking

Signals

Coca-Cola's Testing & Quality capabilities (score 3) are demonstrated through SonarQube tools.

Tools

Concepts

Standards

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

Coca-Cola's Observability capabilities (score 24) are demonstrated through Datadog, New Relic, and Dynatrace services.

Services

Tools

Concepts

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

Coca-Cola's Developer Experience capabilities (score 12) are demonstrated through GitHub, GitLab, and GitHub Actions services.

Services

Tools

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

Coca-Cola's ROI & Business Metrics capabilities (score 34) include Power BI and Crystal Reports services.

Services

Concepts

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

Evaluating Coca-Cola's Governance & Risk capabilities across Regulatory Posture, AI Review & Approval, Security, and 2 more. Coca-Cola's highest score in this layer is Security (24), reflecting security posture strength.

Waves

Governance & Compliance Governance & Compliance

Signals

Coca-Cola's Regulatory Posture capabilities (score 3) are demonstrated through Compliances and Legals concepts.

Concepts

Standards

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

Coca-Cola's AI Review & Approval capabilities (score 4) include Azure Machine Learning services.

Services

Tools

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

Coca-Cola's Security capabilities (score 24) are demonstrated through Cloudflare, Palo Alto Networks, and Citrix NetScaler services.

Services

Tools

Concepts

Standards

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

Coca-Cola's Governance capabilities (score 7) include Compliances, Governances, and Data Governances concepts.

Concepts

Standards

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

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

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

Evaluating Coca-Cola's Economics & Sustainability capabilities across AI FinOps, Provider Strategy, Partnerships & Ecosystem, and 2 more. Coca-Cola's highest score in this layer is Partnerships & Ecosystem (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

Coca-Cola's AI FinOps capabilities (score 2) span Amazon Web Services services.

Services

Coca-Cola's AI FinOps score indicates early-stage investment, with Amazon Web Services as the primary signals.

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

Services

Concepts

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

Coca-Cola's Partnerships & Ecosystem capabilities (score 10) include Salesforce, LinkedIn, and Microsoft services.

Services

Concepts

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

Coca-Cola's Talent & Organizational Design capabilities (score 6) are demonstrated through LinkedIn, Workday, and PeopleSoft services.

Services

Concepts

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

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

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

Evaluating Coca-Cola's Storytelling & Entertainment & Theater capabilities across Alignment, Standardization, Mergers & Acquisitions, and 1 more. Coca-Cola's highest score in this layer is Alignment (19), 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

Coca-Cola's Alignment capabilities (score 19) include Architectures, Digital Transformations, and Data Architectures concepts.

Concepts

Standards

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

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

Standards

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

Coca-Cola's Mergers & Acquisitions capabilities (score 14) reflect investment in this dimension with limited specific signal data.

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

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

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