Cognigy vs Labelbox

Cognigy — Application · Acquired  |  Labelbox — Infrastructure · Private · $189M raised · 2 of 2 figures sourced

Relationship

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

Aligned comparison

FieldCognigyLabelbox
Sizenot disclosed$189M raised
Employees——
Founded—2018
StatusAcquiredPrivate
CategoryApplicationInfrastructure
Stack layerAgent platform, Application, Developer tool, PlatformAgent platform, Application, Data service, Developer tool, Platform
HeadquartersDüsseldorf, GermanySan Francisco, USA

Capability overlap

Shared · 4

Agent orchestrationData analysisEvaluation and observabilityWorkflow automation

Not verified for Labelbox · 3

Customer supportKnowledge retrievalVoice agent

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

Not verified for Cognigy · 4

Data labellingModel inferenceModel trainingVector search

Recorded for Labelbox. Cognigy’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

Cognigy

Application

Cognigy AI Agent StudioApplication

The build surface where Cognigy's AI agents are designed, configured and released.

Cognigy Agent CopilotApplication

Assists human agents with contextual information, next-best-action suggestions and real-time guidance during customer interactions.

Cognigy InsightsApplication

Analytics over conversations across every channel, for measuring how the agents are actually performing.

Cognigy Knowledge AIApplication

Turns a company's own documents into answers its agents can give, rather than scripted replies.

Cognigy Live AgentApplication

The human-side workspace: an omnichannel console where staff pick up conversations the AI agents hand over.

Cognigy Voice GatewayApplication

Carries Cognigy's agents onto the phone channel with low-latency, lifelike speech.

Cognigy xAppsApplication

Adds visual, app-like steps inside a voice or chat conversation, so a caller can complete a form mid-call.

Agent platform

Cognigy.AIAgent platform

Platform for building customer-service AI agents and putting them on every channel: Knowledge AI grounds them in a company's own material, Agent Copilot assists the human, Voice Gateway carries them onto the phone, and Insights reports what they did.

Developer tool

Cognigy AI Agent EvaluationDeveloper tool

Simulates conversations and evaluates AI-agent performance before production deployment.

Platform

Cognigy AI Ops CenterPlatform

Monitors and assures production AI-agent operations for enterprises running Cognigy.AI agents.

Labelbox

Application

AnnotateApplication

Annotate is the data labeling product within Labelbox, providing 10+ built-in editors for multimodal chat, LLM evaluation, prompt/response generation, computer vision and NLP, plus customizable labeling and review workflows and team performance monitoring.

CatalogApplication

Catalog is Labelbox's data curation and search product providing out-of-the-box search across images, text, video, conversations and documents over metadata, vector embeddings and annotations without building your own vector database infrastructure.

Agent platform

RecursionAgent platform

Labelbox's reinforcement-learning platform for developing, evaluating and deploying enterprise specialist agents, connecting RL environments, evaluation systems and a training loop that fine-tunes models from graded rollout trajectories.

Developer tool

Labelbox FoundryDeveloper tool

Foundry runs third-party foundation models over data already in Labelbox to pre-label and enrich image, text and document datasets without code, routing the predictions to human review; billed as inference cost per model run plus Labelbox Units.

Platform

HorizonPlatform

Horizon supplies RL training gyms and evaluations for reasoning, tool use and computer use, using WorldSim to simulate enterprise environments such as GitLab, Jira, CRM, email and chat and to produce calibrated reward and preference signals for post-training.

No counterpart

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

Data service

AlignerrData service

Alignerr is Labelbox's expert-network product that routes AI training and evaluation tasks to credentialed contributors across 200+ knowledge domains and 40+ countries and returns structured outputs for RL training, RLHF and evaluation workflows.

TerraData service

Terra is Labelbox's robotics data product delivering video, trajectories and multimodal annotations across pre-training, post-training and evaluation stages, including expert teleoperation with action labels and multiple camera perspectives for embodied foundation models.