Adobe vs Dell Technologies

Adobe — Application · Public · $115.9B mkt cap · 4 of 4 figures sourced  |  Dell Technologies — Hardware · Public · $360.7B mkt cap · 4 of 4 figures sourced

Relationship

Dell AI Factory with NVIDIA and Adobe Firefly Custom Models do comparable work on model training; both also serve buyers who need to train or fine-tune a model; ships AI agent, API service and 2 more rather than the same layer.

Assembled from the recorded fields for this pair, not hand-checked. The comparison below is read from each company’s own profile.

4 of 7 capabilitiesDifferent layerSame scale band

4 of 7 capabilities — Shares data analysis, knowledge retrieval, model inference and 1 more.

Ludbee capability tags · from the product records

Different layer — Adobe ships AI agent, API service and 2 more, not the same layer.

Ludbee product records

Same scale band — Both large-cap.

Ludbee scale bands · from valuation and funding figures

Aligned comparison

FieldAdobeDell Technologies
Market cap$115.9B$360.7B Dell Technologies has 3.1× more
Employees31,36097,000 Dell Technologies has 3.1× more
Founded19821984 2 yrs later
StatusPublicPublic match
CategoryApplicationHardware
Stack layerAI agent, API service, Application, PlatformData service, Developer tool, Hardware, Infrastructure service
HeadquartersSan Jose, USARound Rock, USA

Capability overlap

Shared · 4

Data analysisModel inferenceModel trainingKnowledge retrieval

Not verified for Dell Technologies · 17

3D generationAgent orchestrationAI search visibilityAudio editingCustomer supportDocument extractionImage editingImage generationMarketing contentPresentation generationSpeech to textSummarizationText generationVideo editingVideo generationSearch answersWorkflow automation

Recorded for Adobe. Dell Technologies’s product records say nothing either way — a missing record is not a missing capability.

Not verified for Adobe · 3

AI compute hardwareModel hostingServer systems

Recorded for Dell Technologies. Adobe’s product records say nothing either way — a missing record is not a missing capability.

Products, side by side

Algorithmic pairing — assembled from recorded fields, not hand-checked

Adobe

No shared stack layer with the other side.

Dell Technologies

No shared stack layer with the other side.

No counterpart

Adobe sells these in a stack layer with no product recorded for Dell Technologies yet — nothing on the other side to compare them against.

Application

Acrobat AI AssistantApplication

An AI assistant inside Adobe Acrobat that answers questions about PDFs and generates summaries, insights, and content with citations from the user's documents.

Acrobat Student SpacesApplication

AI-powered study platform that turns uploaded notes, PDFs or links into flashcards, quizzes, study guides and podcasts, with a cited AI assistant for course questions.

Adobe Acrobat StudioApplication

Commercial suite combining document AI, PDF work and content creation.

Adobe Brand ConciergeApplication

An AI conversational agent that brands deploy on their digital properties to answer customer questions from approved brand content and feed interaction data back into Adobe Experience Platform profiles.

Adobe Brand IntelligenceApplication

Applies learned brand standards to AI-generated content and compliance reviews.

Adobe Engagement IntelligenceApplication

In-development Adobe offering (name and job not yet fully public); official heading explicitly states IN DEVELOPMENT.

Adobe Experience Platform Agent OrchestratorApplication

Coordinates Adobe Experience Platform agents and their reasoning across marketing workflows.

Adobe ExpressApplication

A web and mobile design, photo, and video application whose creation workflow is built around Firefly generative AI for images, text effects, logos, templates, and short-form video.

Adobe FireflyApplication

Generative AI platform for creating and editing images, video, vectors and audio, integrated across Adobe's Creative Cloud apps.

Adobe Firefly GraphApplication

Builds reusable visual workflows for generative creative production within Creative Cloud.

Adobe GenStudio for Performance MarketingApplication

A generative AI application for marketers that produces on-brand ad and email copy, image, and video variants, checks them against brand guidelines, and activates them to channels such as Meta, LinkedIn and Google Campaign Manager 360.

Adobe PodcastApplication

A web application for recording, transcribing, and editing spoken audio, built around AI filters including Enhance Speech, which restores recordings to studio quality.

API service

Adobe Firefly ServicesAPI service

A set of Adobe APIs for automated content generation and production at scale, spanning Firefly generative APIs, Photoshop APIs, Lightroom APIs, and Content Tagging APIs.

AI agent

Adobe CX Enterprise CoworkerAI agent

Executes coordinated audience, journey and marketing workflows as an enterprise 'coworker' agent within Adobe Experience Platform.

Platform

Adobe Brand VisibilityPlatform

A generative engine optimization system, formerly Adobe LLM Optimizer, that monitors how AI assistants represent a brand and deploys site optimizations to improve that representation.

Adobe Firefly Custom ModelsPlatform

Fine-tuned Firefly generative models trained on a company's own brand assets so that generated imagery stays on-brand — distinct from Firefly Foundry, in which Adobe trains proprietary models for a customer.

Adobe Firefly FoundryPlatform

An enterprise offering in which Adobe trains proprietary, IP-protected Firefly generative models on a company's own brand or franchise assets to produce image, video, audio, vector, and 3D content.

Firefly Creative ProductionPlatform

Governed, agentic workflow builder for enterprise creative production -- coordinates Firefly and third-party generative models, creative actions, reviews and delivery steps across a production pipeline, distinct from the raw Firefly Services API.

Dell Technologies sells these in a stack layer with no product recorded for Adobe yet — nothing on the other side to compare them against.

Developer tool

Dell Enterprise HubDeveloper tool

Curated catalogue of AI models and applications preconfigured with optimised containers for one-click on-premises deployment on Dell hardware, built with Hugging Face.

Infrastructure service

Dell AI Factory with NVIDIAInfrastructure service

Packaged servers, storage, networking and services sold as one route from AI pilot to production, jointly branded with NVIDIA.

Data service

Dell AI Data PlatformData service

Modular data-readiness offering combining Dell storage engines with analytics, processing, orchestration and search engines to prepare enterprise data for AI training and inference.

Hardware

Dell PowerEdge XE7745Hardware

Air-cooled 4U rack server supporting up to eight double-wide PCIe GPUs for flexible AI inference and fine-tuning workloads.

Dell PowerEdge XE9680Hardware

Eight-GPU rack server Dell sells for model training and inference.

Dell PowerEdge XE9685LHardware

Liquid-cooled 4U rack server with eight NVLink-interconnected NVIDIA HGX B200 GPUs, built for AI inference and model fine-tuning.

Dell PowerEdge XE9712Hardware

Rack-scale server sled pairing NVIDIA Blackwell Ultra GPUs with Grace CPUs over a coherent NVLink memory fabric for large-scale AI training.

Dell Pro Max AI DesktopHardware

Compact workstations built on NVIDIA Grace Blackwell superchips with large unified memory, sold for local large-language-model development and inference.