Insilico Medicine vs ServiceNow

Insilico Medicine — Application · Public · $4.3B mkt cap · 5 of 5 figures sourced  |  ServiceNow — Application · Public · $130.1B mkt cap · 4 of 4 figures sourced

Relationship

Science42: DORA and ServiceNow Otto both serve buyers who need to draft and edit written content; 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.

5 of 8 capabilitiesShared product typeLarger scale

5 of 8 capabilities — Shares agent orchestration, data analysis, evaluation and observability and 2 more.

Ludbee capability tags · from the product records

Shared product type — Both ship application and platform.

Ludbee product records

Larger scale — ServiceNow: $130.1B market cap, against Insilico Medicine's $4.3B market cap.

Ludbee scale figures · valuation, market cap or revenue estimate

Aligned comparison

FieldInsilico MedicineServiceNow
Market cap$4.3B$130.1B ServiceNow has 30× more
Employees33329,187 ServiceNow has 88× more
Founded20142003 11 yrs earlier
StatusPublicPublic match
CategoryApplicationApplication match
Stack layerApplication, Hardware, PlatformAI agent, Application, Developer tool, Platform
HeadquartersHong KongSanta Clara, USA

Capability overlap

Shared · 5

Agent orchestrationData analysisEvaluation and observabilityKnowledge retrievalText generation

Not verified for ServiceNow · 3

Drug discoveryModel trainingSummarization

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

Not verified for Insilico Medicine · 9

Agentic codingCode generationCustomer supportData securityDocument extractionGuardrails and safetyVoice agentSearch answersWorkflow automation

Recorded for ServiceNow. 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.

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.

ServiceNow

Application

AI SearchApplication

ServiceNow's generative-AI and semantic search layer, surfacing answers from knowledge articles, FAQs and platform data across portals, mobile apps and Virtual Agent.

ServiceNow Action FabricApplication

Lets any AI agent (Claude, ChatGPT, Gemini or custom) execute governed ServiceNow actions headlessly through MCP and A2A protocols, applying ServiceNow's own workflow guardrails to third-party agent calls.

ServiceNow Document IntelligenceApplication

AI document-processing app that extracts information from PDFs and scanned documents and classifies multi-page documents by user-defined type, with human-in-the-loop feedback for variable documents.

ServiceNow OttoApplication

An AI assistant that unifies Now Assist, Moveworks and AI Experience into one voice, chat and text interface for completing work across ServiceNow-connected systems.

ServiceNow Predictive IntelligenceApplication

Built-in machine-learning layer that classifies and routes incidents/cases, generates smart recommendations, detects major incidents and predicts resolution times across Now Platform workflows.

Platform

AI Control TowerPlatform

Governance layer that inventories every AI agent, model and MCP server in an estate and monitors what they do.

No counterpart

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

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.

ServiceNow 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

AI AgentsAI agent

Autonomous agents that execute IT, HR and customer service workflows on the Now Platform.

Build AgentAI agent

Creates and updates ServiceNow applications from natural-language prompts (ServiceNow's vibe-coding / app-building agent).

Developer tool

AI Agent StudioDeveloper tool

ServiceNow's tool for building and testing enterprise AI agents on the Now Platform.

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