Dedoctive vs Isomorphic Labs
Side-by-side comparison of features, pricing, and ratings
At a glance
| Dimension | Dedoctive | Isomorphic Labs |
|---|---|---|
| Pricing | Freemium (Free Developer Edition IDE for building workflows, enterprise plans for on-prem/private cloud) | Contact sales (partnership-based, undisclosed pricing) |
| Target Audience | Assurance, compliance, public sector, healthcare, supply chain, crisis response teams needing auditable AI | Large pharma companies for AI drug discovery partnerships |
| Core Technology | Neuro-symbolic AI (LLMs + symbolic reasoning) with full source provenance, BPMN workflows, human-in-the-loop | Predictive + generative AI models for protein-ligand interactions, built on AlphaFold |
| Deployment | On-premises / private cloud, cloud-based | Not disclosed (likely cloud-based via partnerships) |
| Key Feature | Granular provenance hyperlinks (table cells, image text), Response Maps showing answer formation | Drug Design Engine combining predictive and generative AI for novel molecule design |
UK sovereign neuro-symbolic AI that grounds every answer in verified sources and shows exactly where it came from.
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Isomorphic Labs uses AI drug discovery models to design novel molecules and predict how candidate drugs will perform.
Visit WebsiteWho should pick which
- Compliance officer in healthcarePick: Dedoctive
Dedoctive's auditable AI with full source provenance and human-in-the-loop workflows ensures every decision is defensible and traceable to verified evidence, critical for healthcare compliance.
- Pharma R&D executive at a large companyPick: Isomorphic Labs
Isomorphic Labs offers AI-driven drug design based on AlphaFold, with proven partnerships and substantial funding, ideal for accelerating lead optimization in large-scale programs.
- Public sector decision-makerPick: Dedoctive
Dedoctive's on-premises deployment, automated redaction, and Response Maps provide the transparency and security required for government contracts.
- Individual researcher in drug discoveryPick: Isomorphic Labs
Isomorphic Labs is not for individuals; its partnership model requires pharma backing. For solo research, consider other tools.
- Supply chain risk analystPick: Dedoctive
Dedoctive's multi-format ingestion and proven tracking from diverse sources (documents, tables) help build auditable risk assessments for crisis response.
Frequently Asked Questions
Can I try Dedoctive for free?
Yes, Dedoctive offers a Free Developer Edition IDE for building workflows, allowing you to evaluate its features without cost.
Is Isomorphic Labs available as a SaaS product?
No, Isomorphic Labs operates only through deep pharma partnerships; it is not available as a standalone SaaS or API for individual use.
Which tool is better for document-heavy compliance tasks?
Dedoctive is specifically designed for auditable, document-heavy compliance, with provenance down to table cells and image text.
Does Isomorphic Labs use AlphaFold?
Yes, it builds on the Nobel Prize-winning AlphaFold system for protein structure prediction, integrated into its Drug Design Engine.
Can Dedoctive be deployed on-premises?
Yes, Dedoctive supports on-premises and private cloud deployment, which is critical for sensitive data in healthcare and public sector.
What is the latest funding for Isomorphic Labs?
Isomorphic Labs raised a $600M external investment round in 2025 and closed a Series B in February 2026 (details undisclosed).
Does Dedoctive prevent hallucinations?
Yes, Dedoctive's answers are sourced only from verified, curated knowledge models, with Response Maps showing how each answer is formed, minimizing hallucinations.
Which companies partner with Isomorphic Labs?
Isomorphic Labs has announced partnerships with Novartis and Johnson & Johnson for AI-driven drug discovery.
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Last reviewed: July 2, 2026