IBM vs Uniphore

IBM — Application · Public · $216.6B mkt cap · 4 of 4 figures sourced  |  Uniphore — Infrastructure · Private · $2.5B valuation · 3 of 3 figures sourced

Relationship

IBM Guardium AI Security and Communication Recording Agent do comparable work on data security; smaller scale (private).

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

9 of 21 capabilitiesShared product typeSmaller scale

9 of 21 capabilities — Shares agent orchestration, customer support, data analysis and 6 more.

Ludbee capability tags · from the product records

Shared product type — Both ship application, data service and platform.

Ludbee product records

Smaller scale — Uniphore: $2.5B valuation, against IBM's $216.6B market cap.

Ludbee scale figures · valuation, market cap or revenue estimate

Aligned comparison

FieldIBMUniphore
Size$216.6B mkt cap$2.5B valuation different basis
Employees264,300869 Uniphore has 304× fewer
Founded19112008 97 yrs later
StatusPublicPrivate
CategoryApplicationInfrastructure
Stack layerAPI service, Agent platform, Application, Data service, Developer tool, PlatformApplication, Data service, Platform
HeadquartersArmonk, USAPalo Alto, USA

Capability overlap

Shared · 9

Agent orchestrationCustomer supportData analysisData securityModel inferenceKnowledge retrievalSpeech to textVoice agentWorkflow automation

Not verified for Uniphore · 12

Agentic codingCode generationCode reviewCode searchDocument extractionEvaluation and observabilityGuardrails and safetyModel trainingText generationText to speechThreat detection and responseVector search

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

Not verified for IBM · 4

HR and recruitingMarketing contentMeeting notesSummarization

Recorded for Uniphore. IBM’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

IBM

Application

IBM Guardium AI SecurityApplication

Protects enterprise data across AI agents, applications and endpoints against agentic-AI, regulatory and post-quantum risks.

IBM InstanaApplication

Full-stack application and infrastructure observability powered by agentic AI, including automatic discovery/mapping of GenAI workflows and AI-driven Smart Alerts to reduce alert fatigue.

IBM Robotic Process AutomationApplication

AI-driven robotic process automation for building intelligent bots that automate business processes, with AI-embedded resilience built into the RPA runtime.

IBM SPSS ModelerApplication

Visual data-science and machine-learning platform for building predictive models, with advanced algorithms, model deployment and open-source framework integration.

IBM Watson DiscoveryApplication

Document intelligence platform using OCR, NLP enrichments (entity/sentiment/emotion/category extraction) and LLM integration to automate information discovery from enterprise documents.

Platform

IBM ConcertPlatform

An agentic AI IT-operations platform that unifies observability, optimization and automated remediation across applications, infrastructure and networks.

IBM watsonx.aiPlatform

Studio for building, tuning and deploying model-based applications on IBM and third-party foundation models.

IBM watsonx.governancePlatform

A governance platform providing real-time visibility, policy enforcement and accountability tracking for AI models and agents across the AI lifecycle.

Data service

IBM watsonx.dataData service

An open hybrid data lakehouse including a built-in Milvus vector database that unifies data access and automates governance for AI and analytics workloads.

Uniphore

Application

Communication Recording AgentApplication

A cloud-native enterprise communication recording application that captures voice and screen data, marketed as the capture layer that makes conversation data available to AI. It records uncompressed stereo audio with multi-channel support, includes transcription, and provides customizable policy engines for recording, retention, storage and export alongside MiFID II, Dodd-Frank, PCI DSS and GDPR compliance controls.

Conversation Insights AgentApplication

A generative-AI conversational intelligence application that analyses 100% of customer conversations to surface trends, sentiment and actionable insights. It automates QA scoring across all calls rather than manual sampling, and surfaces emerging call drivers beyond predefined categories.

Real-time Guidance AgentApplication

An AI agent-assist application that gives contact centre agents in-call support: pre-call intelligence pulled from CRM and past interactions, knowledge assist that delivers contextual answers without manual search, generative conversation summaries with disposition capture, and sentiment detection. A manager dashboard provides live transcription and real-time performance alerts.

Recruiting AgentApplication

An AI recruiting application that summarises resumes and job descriptions, suggests interview questions, and provides real-time co-pilot guidance to interviewers based on candidate background and role requirements. Generative AI automates the creation of interview questions, summaries and notes.

Sales Interaction AgentApplication

An enterprise sales AI application that analyses the visual, verbal and tonal cues of every sales interaction to surface deal insights and automate administrative work. It provides real-time meeting assistance using emotion AI and generative AI, buyer sentiment and engagement analysis, sales methodology adherence tracking, a searchable sales knowledge base, and AI coaching.

Self-Service AgentApplication

A conversational automation application providing virtual agents across voice and digital channels. It includes emotion AI for sentiment detection and empathetic response, multilingual support with automatic language detection, a no-code conversation designer for business users, and generative-AI training that auto-generates intent phrases.

Platform

Uniphore Agentic LayerPlatform

Builds and orchestrates enterprise AI agents with visual workflows, an orchestration engine and third-party agent integration.

Uniphore Business AI CloudPlatform

A four-layer enterprise AI platform — data, knowledge, model and agentic layers — meant to unify what a large company already has rather than replace it.

Uniphore Data LayerPlatform

Connects and governs enterprise data for AI without copying it.

Uniphore Knowledge LayerPlatform

Prepares enterprise knowledge for retrieval and model tuning.

Uniphore Marketing AIPlatform

Predicts customer behavior and automates marketing execution.

Uniphore Model LayerPlatform

Manages model inference, fine-tuning and orchestration.

Data service

CDP AgentData service

An AI-first, composable customer data platform that connects to existing data warehouses without migration using a zero-copy architecture. It provides AI-powered audience segmentation, journey orchestration, identity resolution across anonymous and known customers, and omnichannel campaign activation. This is the productised form of the acquired ActionIQ platform.

No counterpart

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

API service

IBM Watson Natural Language UnderstandingAPI service

Deep-learning text analytics service extracting entities, sentiment, emotion, concepts, semantic roles and custom classifications from unstructured text.

IBM Watson Speech to TextAPI service

A speech recognition API that converts audio into real-time or batch text for transcription, captioning and voice-analytics use cases.

IBM Watson Text to SpeechAPI service

A text-to-speech API that converts text into multilingual synthesized speech using neural voices.

Agent platform

IBM Watson AssistantAgent platform

A conversational AI platform for building customer-support chatbots and virtual assistants deployed across voice and digital channels.

IBM watsonx OrchestrateAgent platform

Platform for building and running AI agents that call enterprise applications on a user's behalf.

Developer tool

IBM BobDeveloper tool

An AI coding agent that automates planning, code generation, review and verification across the software development lifecycle, including IBM Z mainframe modernization workflows.

IBM watsonx Code Assistant for ZDeveloper tool

A generative AI assistant for IBM Z mainframe application discovery, code generation, refactoring and modernization.