Insilico Medicine vs Yellow.ai

Insilico Medicine — Application · Public · $4.3B mkt cap · 5 of 5 figures sourced  |  Yellow.ai — Application · Private · 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

FieldInsilico MedicineYellow.ai
Size$4.3B mkt capnot disclosed
Employees333650 Yellow.ai has 95% more
Founded20142016 2 yrs later
StatusPublicPrivate
CategoryApplicationApplication match
Stack layerApplication, Hardware, PlatformAI agent, Agent platform, Application, Developer tool
HeadquartersHong KongSan Mateo, USA

Capability overlap

Shared · 4

Agent orchestrationData analysisEvaluation and observabilityKnowledge retrieval

Not verified for Yellow.ai · 4

Drug discoveryModel trainingSummarizationText generation

Recorded for Insilico Medicine. Yellow.ai’s product records say nothing either way — a missing record is not a missing capability.

Not verified for Insilico Medicine · 3

Customer supportVoice agentVoice conversion

Recorded for Yellow.ai. Insilico Medicine’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

Insilico Medicine

Application

Science42: DORAApplication

AI research writing assistant that drafts structured, cited papers, reviews, grant proposals and abstracts against biomedical databases such as PubMed and bioRxiv.

inClinicoApplication

Multimodal AI platform that forecasts the probability of success of individual clinical trials and scores alternative trial designs before implementation.

Yellow.ai

Application

Agent AssistApplication

AI suggestions and workflows for human support teams handling live conversations.

Agent BuilderApplication

Build enterprise customer-service AI agents from natural-language prompts.

AnalyzeApplication

Conversation analytics over AI agent interactions, with visibility into customer behaviour and agent performance.

Conversational Knowledge BaseApplication

Retrieves enterprise knowledge for conversational agents using agentic RAG.

Email AutomationApplication

Uses LLMs to understand unstructured support emails, infer intent and urgency, and trigger automated resolution or escalation workflows.

No counterpart

Insilico Medicine sells these in a stack layer with no product recorded for Yellow.ai yet — nothing on the other side to compare them against.

Platform

Biology42: Generative BiologicsPlatform

AI platform for de novo design and multi-property optimization of peptides, nanobodies and antibodies against specified targets and epitopes.

Chemistry42Platform

Generative small-molecule design platform combining de novo generation with physics-based methods, retrosynthesis, ADMET profiling and custom model training.

MMAI GymPlatform

Foundation-model training and benchmarking platform that fine-tunes a customer's own LLM on Insilico's proprietary pharma reasoning datasets and validates results in its automation lab.

PandaOmicsPlatform

AI platform for therapeutic target identification, biomarker discovery, indication prioritization and drug repurposing over a multi-omics knowledge base.

Pharma.AIPlatform

End-to-end generative-AI platform spanning target discovery, molecular design and clinical-trial risk assessment for pharmaceutical research.

Hardware

PandaOmics BoxHardware

On-premise AI appliance running PandaOmics target and biomarker discovery locally with no external data transmission, sold in Server and Desktop editions.

Yellow.ai sells these in a stack layer with no product recorded for Insilico Medicine yet — nothing on the other side to compare them against.

AI agent

Nexus VoxAI agent

Enterprise voice AI platform running voice agents with cloned, human-sounding voices.

Agent platform

Yellow.ai Agentic AI PlatformAgent platform

Customer- and employee-facing agents built without code: an agent builder across channels, a knowledge base the company calls agentic RAG, a copilot for previewing and debugging what an agent did, automated testing before release, and Nexus Vox for voice.

Developer tool

AI CopilotDeveloper tool

Tests and debugs AI agents built on the Yellow.ai platform.

Automated TestingDeveloper tool

Generates and executes quality tests for AI agents built on the Yellow.ai platform.