Atlassian vs Insilico Medicine

Atlassian — Application · Public · $48.2B mkt cap · 4 of 4 figures sourced  |  Insilico Medicine — Application · Public · $4.3B mkt cap · 5 of 5 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

FieldAtlassianInsilico Medicine
Market cap$48.2B$4.3B Insilico Medicine has 11× smaller
Employees13,301333 Insilico Medicine has 40× fewer
Founded20022014 12 yrs later
StatusPublicPublic match
CategoryApplicationApplication match
Stack layerAI agent, API service, Agent platform, ApplicationApplication, Hardware, Platform
HeadquartersSydney, AustraliaHong Kong

Capability overlap

Shared · 4

Agent orchestrationData analysisKnowledge retrievalSummarization

Not verified for Insilico Medicine · 8

Agentic codingCode generationCode reviewCustomer supportHR and recruitingVideo analyticsVoice agentWorkflow automation

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

Not verified for Atlassian · 4

Drug discoveryEvaluation and observabilityModel trainingText generation

Recorded for Insilico Medicine. Atlassian’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

Atlassian

Application

Atlassian TalentApplication

Workforce-planning app in the Atlassian Strategy Collection that maps positions, skills and capacity to strategic initiatives so leaders can see how each initiative is staffed and spot gaps. Atlassian titles it 'AI-first Workforce Planning' and promises 'intelligent workforce planning guidance', but the product page names no specific AI mechanism beyond that.

Customer Service ManagementApplication

External customer-service app sold only inside the Atlassian Service Collection: AI agents built in Agent Studio resolve common requests and escalate complex ones, a Rovo-powered omnichannel workspace keeps each customer's conversation in one thread, Voice AI answers calls and turns them into work items with transcripts, and human agents get AI help finding answers and summarising issues.

Loom AIApplication

AI feature suite inside Loom (owned by Atlassian) that automatically generates titles, summaries and chapters, and converts recorded videos into documents, Jira/Linear issues or messages.

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.

No counterpart

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

API service

Atlassian Rovo MCP ServerAPI service

A hosted Model Context Protocol server that lets external LLMs, IDEs and agent platforms securely search and fetch data from Jira, Confluence and other Atlassian Cloud products.

AI agent

Rovo DevAI agent

Atlassian's agentic AI coding product for the software development lifecycle, available as a CLI, a VS Code extension, and inside Bitbucket Cloud and GitHub, covering planning, code generation, code review and automation.

Agent platform

RovoAgent platform

AI that connects across Jira, Confluence and a team's other work through the Teamwork Graph -- contextual search and answers plus agents that automate workflow steps.

Rovo StudioAgent platform

A no-code workspace inside Rovo for building, deploying and governing AI agents, automations and apps against Atlassian's Teamwork Graph.

Insilico Medicine sells these in a stack layer with no product recorded for Atlassian 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.