Deliveroo Impact Report

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

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Evaluating Deliveroo's Foundational Layer capabilities across Artificial Intelligence, Cloud, Open-Source, and 2 more. Deliveroo's highest score in this layer is Cloud (71), 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

Deliveroo's Artificial Intelligence capabilities (score 32) span ChatGPT, Claude, and Microsoft Copilot services.

Services

Tools

Concepts

Deliveroo's Artificial Intelligence investment is developing, with ChatGPT and Claude as the primary platforms, reflecting a growing but not yet fully mature posture.

Deliveroo's Cloud capabilities (score 71) span Amazon Web Services, Microsoft Azure, and Google Cloud Platform services.

Services

Tools

Concepts

Standards

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

Deliveroo's Open-Source capabilities (score 25) include GitHub, Bitbucket, and GitLab services.

Services

Tools

Concepts

Standards

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

Deliveroo's Languages capabilities (score 28) include .Net, Go, and Golang languages.

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

Deliveroo's Code capabilities (score 29) span GitHub, Bitbucket, and GitLab services.

Services

Tools

Concepts

Standards

Deliveroo's Code investment is developing, with GitHub and Bitbucket as the primary platforms, reflecting a growing but not yet fully mature posture.
Deliveroo's Foundational Layer investment reflects a mature and broad technology posture across this layer. Key platforms include ChatGPT, Claude, and Microsoft Copilot.

Evaluating Deliveroo's Retrieval & Grounding capabilities across Data, Databases, Virtualization, and 2 more. Deliveroo's highest score in this layer is Data (69), 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

Deliveroo's Data capabilities (score 69) are demonstrated through Snowflake, Tableau, and Power BI services.

Services

Tools

Concepts

Standards

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

Deliveroo's Databases capabilities (score 25) include Teradata, SAP HANA, and SAP BW services.

Services

Tools

Concepts

Standards

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

Deliveroo's Virtualization capabilities (score 12) are demonstrated through Citrix NetScaler and Solaris Zones services.

Services

Tools

Deliveroo's Virtualization score indicates early-stage investment, with Citrix NetScaler and Solaris Zones as the primary signals.

Deliveroo's Specifications capabilities (score 5) span Application Programming Interfaces concepts.

Concepts

Standards

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

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

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

Evaluating Deliveroo's Customization & Adaptation capabilities across Data Pipelines, Model Registry & Versioning, Multimodal Infrastructure, and 1 more. Deliveroo's highest score in this layer is Model Registry & Versioning (10), reflecting investment in this dimension.

Waves

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

Signals

Deliveroo's Data Pipelines capabilities (score 2) span Apache Spark, Apache Kafka, and Apache DolphinScheduler tools.

Tools

Concepts

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

Deliveroo's Model Registry & Versioning capabilities (score 10) include Azure Databricks and Azure Machine Learning services.

Services

Tools

Concepts

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

Deliveroo's Multimodal Infrastructure capabilities (score 9) are demonstrated through Azure Machine Learning services.

Services

Tools

Concepts

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

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

Deliveroo's Domain Specialization score indicates early-stage investment, with limited recorded tooling as the primary signals.
Deliveroo's Customization & Adaptation investment reflects early-stage or limited activity. Key platforms include Azure Databricks and Azure Machine Learning.

Evaluating Deliveroo's Efficiency & Specialization capabilities across Automation, Containers, Platform, and 1 more. Deliveroo's highest score in this layer is Operations (51), 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

Deliveroo's Automation capabilities (score 34) include ServiceNow, GitHub Actions, and Ansible Automation Platform services.

Services

Tools

Concepts

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

Deliveroo's Containers capabilities (score 19) include Docker, Kubernetes, and Kubernetes Operators tools.

Tools

Concepts

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

Deliveroo's Platform capabilities (score 34) include ServiceNow, Salesforce, and Amazon Web Services services.

Services

Concepts

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

Deliveroo's Operations capabilities (score 51) are demonstrated through ServiceNow, Datadog, and New Relic services.

Services

Tools

Concepts

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

Evaluating Deliveroo's Productivity capabilities across Software As A Service (SaaS), Code, and Services. Deliveroo's highest score in this layer is Services (169), reflecting investment in this dimension.

Waves

Coding Assistants Coding Assistants Copilots Copilots

Signals

Deliveroo's Software As A Service (SaaS) capabilities (score 1) include BigCommerce, Slack, and Zendesk services.

Services

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

Deliveroo's Code capabilities (score 29) span GitHub, Bitbucket, and GitLab services.

Services

Tools

Concepts

Standards

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

Deliveroo's Services capabilities (score 169) include BigCommerce, Slack, and Zendesk services.

Services

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

Evaluating Deliveroo's Integration & Interoperability capabilities across API, Integrations, Event-Driven, and 4 more. Deliveroo's highest score in this layer is CNCF (20), reflecting investment in this dimension.

Waves

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

Signals

Deliveroo's API capabilities (score 13) include Kong services.

Services

Concepts

Standards

Deliveroo's API score indicates early-stage investment, with Kong as the primary signals.

Deliveroo's Integrations capabilities (score 10) include Oracle Integration, Conductor, and Harness services.

Services

Concepts

Standards

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

Deliveroo's Event-Driven capabilities (score 7) include Apache Kafka and Apache NiFi tools.

Tools

Concepts

Standards

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

Deliveroo's Patterns capabilities (score 14) span Spring Boot tools.

Tools

Concepts

Standards

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

Deliveroo's Specifications capabilities (score 5) span Application Programming Interfaces concepts.

Concepts

Standards

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

Deliveroo's Apache capabilities (score 2) span Apache Spark, Apache Kafka, and Apache Ant tools.

Tools

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

Deliveroo's CNCF capabilities (score 20) span Kubernetes, Prometheus, and SPIRE tools.

Tools

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

Evaluating Deliveroo's Statefulness capabilities across Observability, Governance, Security, and 1 more. Deliveroo's highest score in this layer is Data (69), reflecting data platform depth.

Waves

Memory Systems Memory Systems

Signals

Deliveroo's Observability capabilities (score 29) span Datadog, New Relic, and Dynatrace services.

Services

Tools

Concepts

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

Deliveroo's Governance capabilities (score 21) are demonstrated through Compliances, Governances, and Risk Managements concepts.

Concepts

Standards

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

Deliveroo's Security capabilities (score 45) are demonstrated through Cloudflare, Palo Alto Networks, and Citrix NetScaler services.

Services

Tools

Concepts

Standards

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

Deliveroo's Data capabilities (score 69) are demonstrated through Snowflake, Tableau, and Power BI services.

Services

Tools

Concepts

Standards

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

Evaluating Deliveroo's Measurement & Accountability capabilities across Testing & Quality, Observability, Developer Experience, and 1 more. Deliveroo's highest score in this layer is ROI & Business Metrics (39), reflecting investment in this dimension.

Waves

Evaluation & Benchmarking Evaluation & Benchmarking

Signals

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

Tools

Concepts

Standards

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

Deliveroo's Observability capabilities (score 29) span Datadog, New Relic, and Dynatrace services.

Services

Tools

Concepts

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

Deliveroo's Developer Experience capabilities (score 16) include GitHub, GitLab, and GitHub Actions services.

Services

Tools

Concepts

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

Deliveroo's ROI & Business Metrics capabilities (score 39) are demonstrated through Tableau, Power BI, and Tableau Desktop services.

Services

Concepts

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

Evaluating Deliveroo's Governance & Risk capabilities across Regulatory Posture, AI Review & Approval, Security, and 2 more. Deliveroo's highest score in this layer is Security (45), reflecting security posture strength.

Waves

Governance & Compliance Governance & Compliance

Signals

Deliveroo's Regulatory Posture capabilities (score 10) include Compliances, Compliance Frameworks, and Compliance Managers concepts.

Concepts

Standards

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

Deliveroo's AI Review & Approval capabilities (score 9) are demonstrated through Azure Machine Learning services.

Services

Tools

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

Deliveroo's Security capabilities (score 45) are demonstrated through Cloudflare, Palo Alto Networks, and Citrix NetScaler services.

Services

Tools

Concepts

Standards

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

Deliveroo's Governance capabilities (score 21) are demonstrated through Compliances, Governances, and Risk Managements concepts.

Concepts

Standards

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

Deliveroo's Privacy & Data Rights capabilities (score 3) are demonstrated through Data Protections concepts.

Concepts

Standards

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

Evaluating Deliveroo's Economics & Sustainability capabilities across AI FinOps, Provider Strategy, Partnerships & Ecosystem, and 2 more. Deliveroo's highest score in this layer is Talent & Organizational Design (14), 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

Deliveroo's AI FinOps capabilities (score 7) include Amazon Web Services, Microsoft Azure, and Google Cloud Platform services.

Services

Concepts

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

Deliveroo's Provider Strategy capabilities (score 4) include Salesforce, Microsoft, and Amazon Web Services services.

Services

Concepts

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

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

Services

Concepts

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

Deliveroo's Talent & Organizational Design capabilities (score 14) span LinkedIn, Workday, and PeopleSoft services.

Services

Concepts

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

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

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

Evaluating Deliveroo's Storytelling & Entertainment & Theater capabilities across Alignment, Standardization, Mergers & Acquisitions, and 1 more. Deliveroo'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

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

Concepts

Standards

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

Deliveroo's Standardization capabilities (score 9) reflect investment in this dimension with limited specific signal data.

Standards

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

Deliveroo's Mergers & Acquisitions capabilities (score 12) are demonstrated through Due Diligences, M&AS, and Talent Acquisitions concepts.

Concepts

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

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

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