Zoom Impact Report

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

Sort
Expand

Evaluating Zoom's Foundational Layer capabilities across Artificial Intelligence, Cloud, Open-Source, and 2 more. Zoom's highest score in this layer is Cloud (96), 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

Zoom's Artificial Intelligence capabilities (score 63) are demonstrated through Anthropic, OpenAI, and Hugging Face services.

Services

Tools

Concepts

Zoom demonstrates strong Artificial Intelligence investment through Anthropic and OpenAI, indicating mature artificial intelligence capabilities at enterprise scale.

Zoom's Cloud capabilities (score 96) are demonstrated through Amazon Web Services, Microsoft Azure, and Google Cloud Platform services.

Services

Tools

Concepts

Standards

Zoom demonstrates strong Cloud investment through Amazon Web Services and Microsoft Azure, indicating mature cloud capabilities at enterprise scale.

Zoom's Open-Source capabilities (score 39) are demonstrated through GitHub, Bitbucket, and GitLab services.

Services

Tools

Concepts

Standards

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

Zoom's Languages capabilities (score 31) include .Net, Bash, and C++ languages.

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

Zoom's Code capabilities (score 31) include GitHub, Bitbucket, and GitLab services.

Services

Tools

Concepts

Standards

Zoom's Code investment is developing, with GitHub and Bitbucket as the primary platforms, reflecting a growing but not yet fully mature posture.
Zoom's Foundational Layer investment reflects a mature and broad technology posture across this layer. Key platforms include Anthropic, OpenAI, and Hugging Face.

Evaluating Zoom's Retrieval & Grounding capabilities across Data, Databases, Virtualization, and 2 more. Zoom's highest score in this layer is Data (79), 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

Zoom's Data capabilities (score 79) include Snowflake, Tableau, and Looker services.

Services

Tools

Concepts

Standards

Zoom demonstrates strong Data investment through Snowflake and Tableau, indicating mature data capabilities at enterprise scale.

Zoom's Databases capabilities (score 29) span SQL Server, Teradata, and SAP HANA services.

Services

Tools

Concepts

Standards

Zoom's Databases investment is developing, with SQL Server and Teradata as the primary platforms, reflecting a growing but not yet fully mature posture.

Zoom's Virtualization capabilities (score 22) include Citrix, Citrix NetScaler, and Solaris Zones services.

Services

Tools

Zoom's Virtualization investment is developing, with Citrix and Citrix NetScaler as the primary platforms, reflecting a growing but not yet fully mature posture.

Zoom's Specifications capabilities (score 9) are demonstrated through Application Programming Interfaces concepts.

Concepts

Standards

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

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

No recorded Context Engineering investment signals were found for Zoom in the current dataset.
Zoom's Retrieval & Grounding investment reflects a mature and broad technology posture across this layer. Key platforms include Snowflake, Tableau, and Looker.

Evaluating Zoom's Customization & Adaptation capabilities across Data Pipelines, Model Registry & Versioning, Multimodal Infrastructure, and 1 more. Zoom's highest score in this layer is Multimodal Infrastructure (17), reflecting investment in this dimension.

Waves

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

Signals

Zoom's Data Pipelines capabilities (score 6) are demonstrated through Azure Data Factory services.

Services

Tools

Concepts

Zoom's Data Pipelines score indicates early-stage investment, with Azure Data Factory and Apache Spark as the primary signals.

Zoom's Model Registry & Versioning capabilities (score 12) are demonstrated through Azure Databricks and Azure Machine Learning services.

Services

Tools

Concepts

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

Zoom's Multimodal Infrastructure capabilities (score 17) span Anthropic, OpenAI, and Hugging Face services.

Services

Tools

Concepts

Zoom's Multimodal Infrastructure investment is developing, with Anthropic and OpenAI as the primary platforms, reflecting a growing but not yet fully mature posture.

Zoom's Domain Specialization capabilities (score 2) reflect investment in this dimension with limited specific signal data.

Zoom's Domain Specialization score indicates early-stage investment, with limited recorded tooling as the primary signals.
Zoom's Customization & Adaptation investment reflects growing capabilities with meaningful signals. Key platforms include Azure Data Factory, Azure Databricks, and Azure Machine Learning.

Evaluating Zoom's Efficiency & Specialization capabilities across Automation, Containers, Platform, and 1 more. Zoom's highest score in this layer is Operations (63), 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

Zoom's Automation capabilities (score 47) span ServiceNow, Microsoft PowerPoint, and GitHub Actions services.

Services

Tools

Concepts

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

Zoom's Containers capabilities (score 23) span OpenShift services.

Services

Tools

Concepts

Zoom's Containers investment is developing, with OpenShift and Docker as the primary platforms, reflecting a growing but not yet fully mature posture.

Zoom's Platform capabilities (score 40) include ServiceNow, Salesforce, and Amazon Web Services services.

Services

Concepts

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

Zoom's Operations capabilities (score 63) are demonstrated through ServiceNow, Datadog, and New Relic services.

Services

Tools

Concepts

Zoom demonstrates strong Operations investment through ServiceNow and Datadog, indicating mature operations capabilities at enterprise scale.
Zoom's Efficiency & Specialization investment reflects a mature and broad technology posture across this layer. Key platforms include ServiceNow, Microsoft PowerPoint, and GitHub Actions.

Evaluating Zoom's Productivity capabilities across Software As A Service (SaaS), Code, and Services. Zoom's highest score in this layer is Services (196), reflecting investment in this dimension.

Waves

Coding Assistants Coding Assistants Copilots Copilots

Signals

Zoom's Software As A Service (SaaS) capabilities (score 3) are demonstrated through BigCommerce, Slack, and Zendesk services.

Services

Zoom's Software As A Service (SaaS) score indicates early-stage investment, with BigCommerce and Slack as the primary signals.

Zoom's Code capabilities (score 31) include GitHub, Bitbucket, and GitLab services.

Services

Tools

Concepts

Standards

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

Zoom's Services capabilities (score 196) include BigCommerce, Slack, and Zendesk services.

Services

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

Evaluating Zoom's Integration & Interoperability capabilities across API, Integrations, Event-Driven, and 4 more. Zoom's highest score in this layer is CNCF (24), reflecting investment in this dimension.

Waves

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

Signals

Zoom's API capabilities (score 17) span Kong and Postman services.

Services

Concepts

Standards

Zoom's API investment is developing, with Kong and Postman as the primary platforms, reflecting a growing but not yet fully mature posture.

Zoom's Integrations capabilities (score 20) span Azure Data Factory, Oracle Integration, and Harness services.

Services

Concepts

Standards

Zoom's Integrations investment is developing, with Azure Data Factory and Oracle Integration as the primary platforms, reflecting a growing but not yet fully mature posture.

Zoom's Event-Driven capabilities (score 9) are demonstrated through Apache Kafka, Kafka Connect, and Apache NiFi tools.

Tools

Concepts

Standards

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

Zoom's Patterns capabilities (score 14) span Spring, Spring Boot, and Spring Framework tools.

Tools

Concepts

Standards

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

Zoom's Specifications capabilities (score 9) are demonstrated through Application Programming Interfaces concepts.

Concepts

Standards

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

Zoom's Apache capabilities (score 5) span Apache Spark, Apache Kafka, and Apache Airflow tools.

Tools

Zoom's Apache score indicates early-stage investment, with Apache Spark and Apache Kafka as the primary signals.

Zoom's CNCF capabilities (score 24) are demonstrated through Kubernetes, Prometheus, and SPIRE tools.

Tools

Zoom's CNCF investment is developing, with Kubernetes and Prometheus as the primary platforms, reflecting a growing but not yet fully mature posture.
Zoom's Integration & Interoperability investment reflects growing capabilities with meaningful signals. Key platforms include Kong, Postman, and Azure Data Factory.

Evaluating Zoom's Statefulness capabilities across Observability, Governance, Security, and 1 more. Zoom's highest score in this layer is Data (79), reflecting data platform depth.

Waves

Memory Systems Memory Systems

Signals

Zoom's Observability capabilities (score 36) are demonstrated through Datadog, New Relic, and Splunk services.

Services

Tools

Concepts

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

Zoom's Governance capabilities (score 16) include Compliances, Governances, and Risk Managements concepts.

Concepts

Standards

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

Zoom's Security capabilities (score 47) span Cloudflare, Microsoft Defender, and Palo Alto Networks services.

Services

Tools

Concepts

Standards

Zoom's Security investment is developing, with Cloudflare and Microsoft Defender as the primary platforms, reflecting a growing but not yet fully mature posture.

Zoom's Data capabilities (score 79) include Snowflake, Tableau, and Looker services.

Services

Tools

Concepts

Standards

Zoom demonstrates strong Data investment through Snowflake and Tableau, indicating mature data capabilities at enterprise scale.
Zoom's Statefulness investment reflects a mature and broad technology posture across this layer. Key platforms include Datadog, New Relic, and Splunk.

Evaluating Zoom's Measurement & Accountability capabilities across Testing & Quality, Observability, Developer Experience, and 1 more. Zoom's highest score in this layer is ROI & Business Metrics (42), reflecting investment in this dimension.

Waves

Evaluation & Benchmarking Evaluation & Benchmarking

Signals

Zoom's Testing & Quality capabilities (score 9) are demonstrated through SonarQube tools.

Tools

Concepts

Standards

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

Zoom's Observability capabilities (score 36) are demonstrated through Datadog, New Relic, and Splunk services.

Services

Tools

Concepts

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

Zoom's Developer Experience capabilities (score 20) span GitHub, GitLab, and GitHub Actions services.

Services

Tools

Concepts

Zoom's Developer Experience investment is developing, with GitHub and GitLab as the primary platforms, reflecting a growing but not yet fully mature posture.

Zoom's ROI & Business Metrics capabilities (score 42) are demonstrated through Tableau, Tableau Desktop, and Crystal Reports services.

Services

Concepts

Zoom's ROI & Business Metrics investment is developing, with Tableau and Tableau Desktop as the primary platforms, reflecting a growing but not yet fully mature posture.
Zoom's Measurement & Accountability investment reflects a mature and broad technology posture across this layer. Key platforms include Datadog, New Relic, and Splunk.

Evaluating Zoom's Governance & Risk capabilities across Regulatory Posture, AI Review & Approval, Security, and 2 more. Zoom's highest score in this layer is Security (47), reflecting security posture strength.

Waves

Governance & Compliance Governance & Compliance

Signals

Zoom's Regulatory Posture capabilities (score 5) span Compliances, Regulatory Compliances, and Legals concepts.

Concepts

Standards

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

Zoom's AI Review & Approval capabilities (score 15) are demonstrated through Anthropic, OpenAI, and Azure Machine Learning services.

Services

Tools

Concepts

Zoom's AI Review & Approval investment is developing, with Anthropic and OpenAI as the primary platforms, reflecting a growing but not yet fully mature posture.

Zoom's Security capabilities (score 47) span Cloudflare, Microsoft Defender, and Palo Alto Networks services.

Services

Tools

Concepts

Standards

Zoom's Security investment is developing, with Cloudflare and Microsoft Defender as the primary platforms, reflecting a growing but not yet fully mature posture.

Zoom's Governance capabilities (score 16) include Compliances, Governances, and Risk Managements concepts.

Concepts

Standards

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

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

Standards

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

Evaluating Zoom's Economics & Sustainability capabilities across AI FinOps, Provider Strategy, Partnerships & Ecosystem, and 2 more. Zoom's highest score in this layer is Talent & Organizational Design (15), 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

Zoom's AI FinOps capabilities (score 5) span Amazon Web Services, Microsoft Azure, and Google Cloud Platform services.

Services

Concepts

Zoom's AI FinOps score indicates early-stage investment, with Amazon Web Services and Microsoft Azure as the primary signals.

Zoom's Provider Strategy capabilities (score 14) span Salesforce, Microsoft, and Amazon Web Services services.

Services

Concepts

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

Zoom's Partnerships & Ecosystem capabilities (score 12) are demonstrated through Anthropic, Salesforce, and LinkedIn services.

Services

Concepts

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

Zoom's Talent & Organizational Design capabilities (score 15) are demonstrated through LinkedIn, Workday, and PeopleSoft services.

Services

Concepts

Zoom's Talent & Organizational Design investment is developing, with LinkedIn and Workday as the primary platforms, reflecting a growing but not yet fully mature posture.

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

No recorded Data Centers investment signals were found for Zoom in the current dataset.
Zoom's Economics & Sustainability investment reflects growing capabilities with meaningful signals. Key platforms include Amazon Web Services, Microsoft Azure, and Google Cloud Platform.

Evaluating Zoom's Storytelling & Entertainment & Theater capabilities across Alignment, Standardization, Mergers & Acquisitions, and 1 more. Zoom's highest score in this layer is Alignment (25), 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

Zoom's Alignment capabilities (score 25) include Architectures, Digital Transformations, and Data Architectures concepts.

Concepts

Standards

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

Zoom's Standardization capabilities (score 11) reflect investment in this dimension with limited specific signal data.

Standards

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

Zoom's Mergers & Acquisitions capabilities (score 13) include Due Diligences, Data Acquisitions, and M&AS concepts.

Concepts

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

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

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