Insilico Medicine vs Invisible Technologies

Insilico Medicine — Application · Public · $4.3B mkt cap · 5 of 5 figures sourced  |  Invisible Technologies — Application · Private · $144M 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

FieldInsilico MedicineInvisible Technologies
Size$4.3B mkt cap$144M raised different basis
Employees333—
Founded20142015 1 yrs later
StatusPublicPrivate
CategoryApplicationApplication match
Stack layerApplication, Hardware, PlatformAgent platform, Data service, Platform
HeadquartersHong KongSan Francisco, USA

Capability overlap

Shared · 3

Agent orchestrationData analysisEvaluation and observability

Not verified for Invisible Technologies · 5

Drug discoveryModel trainingKnowledge retrievalSummarizationText generation

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

Not verified for Insilico Medicine · 3

Data labellingGuardrails and safetyWorkflow automation

Recorded for Invisible Technologies. 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

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.

Invisible Technologies

Platform

SynapsePlatform

Evaluates AI systems for quality, safety and accuracy against criteria a customer defines.

No counterpart

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

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.

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.

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

Agent platform

AtomicAgent platform

Documents and automates manual business workflows: maps how work actually gets done, then runs every step automatically, routing to the right AI system or person and enforcing quality checks.

AxonAgent platform

Deploys agents that carry out multi-step work with tool use and an audit trail.

Data service

Invisible AI TrainingData service

Recruits and manages experts who produce training data, evaluations and reinforcement-learning environments for AI labs.

MeridialData service

Network of 24,000+ vetted domain experts, continuously screened and organized by skill, language and domain expertise, for AI data labeling, testing and edge-case handling.

NeuronData service

Data platform that pulls messy, scattered data from across a company's systems into one governed place, automatically cleaning and organizing it into an AI-ready foundation.