PLATFORM & INFRASTRUCTURE
The Scientific Reasoning Layer
Your data does not fail. Your interpretation of it does.
Skygenic continuously structures hypotheses, links them to global evidence, and surfaces contradictions before resources are spent.
Connection Without Exposure
Your stack captures results. Skygenic evaluates whether those results still hold.
Built on a unified graph and vector architecture, the platform models biological reasoning — connecting hypotheses, datasets, and signals into a continuously evolving system.
Every hypothesis is evaluated against:
- Public evidence
- Your private historical reasoning
- Anonymized signals from the global system
Your data remains private.
Convergence and contradiction are detected through structure — not exposure.
Platform Access Models
Academic & Individual Access
For researchers contributing to discovery
The platform is open where science needs to move fastest.
Academic researchers receive free access to the core reasoning layer — ingesting data, building hypotheses, and generating real signals from their work. Each interaction strengthens the system, improving reproducibility and contradiction detection across all participants.
Included
- Full data ingestion across modalities
- Hypothesis creation, versioning, and structuring
- Core discovery scans (signal, centrality, validation, pathway activity, gaps, saturation)
- Reasoning layer exploration and conversational querying
- Similarity and contradiction detection
- Graph visualization of hypotheses and entities
- Preprint and publication matching
Advanced translational analysis and all narrative outputs are restricted.
Enterprise & Institutional Deployment
For organizations that need their reasoning to persist
This is not a different product. It is the same reasoning layer — extended across your organization.
Every researcher operates in the same system as the academic tier, but their work no longer fragments or disappears. Hypotheses, data, and reasoning accumulate into a permanent, compounding intelligence layer owned by the institution.
Deployment
- Secure single-tenant cloud
- Hybrid infrastructure
- Fully on-premises environments
Capabilities
- Full scan suite (discovery + translational)
- Cross-modality and multi-omics validation
- Evidence propagation and perturbation modeling
- Competitive and landscape intelligence
Organizational Intelligence
- Persistent knowledge across teams and time
- Retention of employee-generated hypotheses and analyses
- Visibility into active and historical scientific directions
- Internal contradiction and redundancy detection
- Organization-level statistics on signal, saturation, and convergence
- Cohesion across teams working on related mechanisms
Control & Governance
- Organization-wide collaboration and permissioning
- Admin visibility and controls
- Regulatory-grade audit trails
- Secure ownership of all internal reasoning
Without institutional access, your organization funds discovery it does not retain.
Two Ways to Engage
Skygenic's reasoning layer is used in two ways — continuous or point-in-time.
Continuous Intelligence: The Platform
Embedded in daily workflows. Hypotheses are continuously re-evaluated as new evidence emerges.
Best for
- Daily use
- Institutional knowledge retention
- Long-term R&D strategy
Point-in-Time Validation: Strategic Reports
A single, structured evaluation of a mechanism or hypothesis — delivered as a decision-ready output.
Best for
- Fundraising and investor diligence
- Grant submissions
- Preclinical and translational milestones
The platform generates signals. Reports make them defensible.