Decagon vs Oracle

Decagon — Application · Private · $4.5B valuation · 4 of 4 figures sourced  |  Oracle — Application · Public · $454.4B mkt cap · 4 of 4 figures sourced

Relationship

Overlaps on agent orchestration, customer support, data analysis and 1 more; larger scale (public).

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 capabilitiesShared product typeLarger scale

4 of 7 capabilities — Shares agent orchestration, customer support, data analysis and 1 more.

Ludbee capability tags · from the product records

Shared product type — Both ship agent platform and application.

Ludbee product records

Larger scale — Oracle: $454.4B market cap, against Decagon's $4.5B valuation.

Ludbee scale figures · valuation, market cap or revenue estimate

Aligned comparison

FieldDecagonOracle
Size$4.5B valuation$454.4B mkt cap different basis
Employees300141,000 Oracle has 470× more
Founded20231977 46 yrs earlier
StatusPrivatePublic
CategoryApplicationApplication match
Stack layerAI agent, Agent platform, ApplicationAPI service, Agent platform, Application, Data service, Developer tool, Infrastructure service, Model API
HeadquartersSan Francisco, USAAustin, USA

Capability overlap

Shared · 4

Agent orchestrationCustomer supportData analysisVoice agent

Not verified for Oracle · 3

Email assistanceEvaluation and observabilitySummarization

Recorded for Decagon. Oracle’s product records say nothing either way — a missing record is not a missing capability.

Not verified for Decagon · 14

AI compute hardwareClinical documentationDocument extractionGPU cloudGuardrails and safetyModel inferenceModel trainingKnowledge retrievalSpeech to textText to speechTranslationVector searchVideo analyticsWorkflow automation

Recorded for Oracle. Decagon’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

Decagon

Application

ExperimentsApplication

A/B-testing suite for AI support agents: structured experiments (tone, logic, flows) against live traffic with control groups, statistical-significance testing and gradual rollout.

Insights & ReportingApplication

Dashboards and natural-language querying ('Ask AI') over support data: CSAT/deflection performance tracking, heatmaps, customer-journey visualization and knowledge-base performance.

SuggestionsApplication

Analyzes support conversations to detect gaps in a company's help center and auto-generates draft articles, ranked by impact, with monthly updates.

Testing & QAApplication

Integrated testing suite (internally called 'Simulations') that validates AI-agent behavior across channels before production deployment.

WatchtowerApplication

Always-on monitoring and QA for AI and human agent interactions against custom quality criteria.

Agent platform

Agent Operating ProceduresAgent platform

Decagon's authoring layer for the rules an AI support agent follows, so non-engineering teams can build, iterate on and scale agents.

DuetAgent platform

An AI partner built into Decagon that helps teams build and improve support agents — distilling best practices from hundreds of Decagon deployments into guidance for the builder, and auto-tuning the agent via "Duet Autopilot," which improves it with every conversation it handles.

Oracle

Application

Oracle AI Agent StudioApplication

Low-code/pro-code platform to design, configure, test and deploy AI agents natively within Oracle Fusion Cloud Applications, with pre-built templates, multi-agent orchestration and document/RAG support across ERP, HCM, SCM and CX.

Oracle Health Clinical AI AgentApplication

Agent that automates clinical documentation, coding, dictation and chart review for physicians inside Oracle Health's EHR platform.

Agent platform

OCI Enterprise AIAgent platform

Oracle's platform for building, deploying and governing production AI agents with managed foundation-model access, enterprise data retrieval and workflow orchestration.

Oracle Digital AssistantAgent platform

Platform for building conversational chatbots and voice interfaces for business applications, billed per 1,000 requests.

No counterpart

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

AI agent

DecagonAI agent

Builds and runs customer-support agents that resolve enquiries over chat, email and voice.

Decagon ChatAI agent

Decagon's chat channel — an AI agent that handles live customer conversations in a web or in-app chat surface.

Decagon EmailAI agent

Decagon's email channel — agents that read and answer customer email threads rather than routing them to a queue.

Decagon VoiceAI agent

Decagon's voice channel — an AI agent that answers customer phone calls in place of a hold queue.

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

API service

OCI Document UnderstandingAPI service

Service that extracts text, tables and structured fields from documents via API and CLI.

OCI LanguageAPI service

Natural-language API for sentiment analysis, entity recognition, text classification and translation, billed per 1,000 transactions or per dedicated inferencing unit-hour.

OCI SpeechAPI service

Service that transcribes speech to text and synthesises text to speech, billed per transcription hour.

OCI VisionAPI service

Image-analysis API for object detection, OCR and custom vision model training, billed per 1,000 transactions or per processed video minute.

Developer tool

OCI Data ScienceDeveloper tool

Managed platform for building, training and deploying machine-learning models with notebooks, GPU-backed training and MLOps pipelines.

Infrastructure service

OCI Compute for GPUsInfrastructure service

On-demand and bare-metal NVIDIA and AMD GPU instances, scalable into large clusters, sold for AI training and inference and billed per GPU-hour.

Data service

Oracle Autonomous AI DatabaseData service

Self-managing Oracle database with built-in vector search and model calls over the data it stores.

Model API

Generative AI CapabilitiesModel API

Oracle Cloud service that serves models from Cohere, Meta, xAI, Google and OpenAI behind one API, with fine-tuning and dedicated clusters.