Model Catalog

All Vubion vertical domain models with detailed specifications

Cyber Security

Vubion Cyber Security v0.1-alpha

Description

A domain-specific language model pre-trained on curated cybersecurity knowledge, including threat intelligence feeds, vulnerability databases (CVE/CVSS), MITRE ATT&CK frameworks, incident response playbooks, and security compliance standards.

Use Cases

  • Threat intelligence analysis and correlation
  • Vulnerability report summarization and prioritization
  • Incident response playbook generation
  • Security policy drafting and review
  • Log analysis and anomaly detection

Input Type

Natural language, structured JSON, raw log formats

Output Type

Structured JSON, natural language reports, remediation steps

Context Length

tbd

Context Handling

Supports streaming/chunked inputs beyond defined tokens

Data Sources

In Progress

Integration

REST API

Performance

In Progress

Supported Languages

US English

Knowledge Cut-off

In Progress

Capabilities

Threat pattern recognitionCVE risk scoring and prioritizationIncident triage automationSecurity posture assessment

Regulatory & Compliance Notes

In Progress

Healthcare

Vubion Healthcare v0.1-alpha

Description

A domain-specific language model pre-trained on curated healthcare knowledge, including clinical protocols, drug interaction databases, medical literature, and healthcare regulatory frameworks (HIPAA, HL7, FHIR).

Use Cases

  • Clinical note summarization
  • Drug interaction and adverse event analysis
  • Medical literature review and evidence synthesis
  • Patient communication drafting
  • Regulatory compliance support (HIPAA, HL7, FHIR)

Input Type

Natural language, structured clinical notes, FHIR resources

Output Type

Structured summaries, natural language reports, clinical recommendations

Context Length

tbd

Context Handling

Supports streaming/chunked inputs beyond defined tokens

Data Sources

In Progress

Integration

REST API

Performance

In Progress

Supported Languages

US English

Knowledge Cut-off

In Progress

Capabilities

Clinical terminology understandingDrug interaction analysisLiterature citation and evidence gradingRegulatory compliance checks

Regulatory & Compliance Notes

In Progress

Legal

Vubion Legal v0.1-alpha

Description

A domain-specific language model pre-trained on curated legal knowledge, including case law precedents, statutory frameworks, contract templates, and regulatory guidance across multiple jurisdictions.

Use Cases

  • Case law research and citation
  • Contract clause extraction and analysis
  • Regulatory compliance verification
  • Legal document drafting and review
  • Litigation risk assessment

Input Type

Natural language, legal documents (PDF text), structured queries

Output Type

Legal memos, clause analysis, compliance reports, citation lists

Context Length

tbd

Context Handling

Supports streaming/chunked inputs beyond defined tokens

Data Sources

In Progress

Integration

REST API

Performance

In Progress

Supported Languages

US English

Knowledge Cut-off

In Progress

Capabilities

Legal terminology understandingCase law citation and analysisContract risk identificationJurisdictional awareness

Regulatory & Compliance Notes

In Progress

Finance

Vubion Finance v0.1-alpha

Description

A domain-specific language model pre-trained on curated financial knowledge, including regulatory frameworks (Basel III, MiFID II, SOX), market data structures, risk management methodologies, and audit standards.

Use Cases

  • Financial report analysis and summarization
  • Regulatory compliance documentation (Basel, MiFID, SOX)
  • Risk assessment and documentation
  • Market research synthesis
  • Audit report generation

Input Type

Natural language, structured financial data, regulatory filings

Output Type

Analytical reports, compliance documentation, risk assessments

Context Length

tbd

Context Handling

Supports streaming/chunked inputs beyond defined tokens

Data Sources

In Progress

Integration

REST API

Performance

In Progress

Supported Languages

US English

Knowledge Cut-off

In Progress

Capabilities

Financial terminology understandingRegulatory framework mappingRisk factor identificationQuantitative narrative generation

Regulatory & Compliance Notes

In Progress

Manufacturing

Vubion Manufacturing v0.1-alpha

Description

A domain-specific language model pre-trained on curated manufacturing knowledge, including ISO quality standards, GMP guidelines, supply chain frameworks, and production process documentation.

Use Cases

  • Process documentation generation and review
  • Quality control report analysis
  • Supply chain risk assessment
  • Regulatory compliance (ISO, FDA, GMP)
  • Maintenance log analysis and prediction

Input Type

Natural language, structured production data, log formats

Output Type

Process documentation, QC reports, compliance assessments

Context Length

tbd

Context Handling

Supports streaming/chunked inputs beyond defined tokens

Data Sources

In Progress

Integration

REST API

Performance

In Progress

Supported Languages

US English

Knowledge Cut-off

In Progress

Capabilities

Manufacturing process understandingQuality standards interpretationSupply chain risk analysisRegulatory compliance mapping

Regulatory & Compliance Notes

In Progress

Energy

Vubion Energy v0.1-alpha

Description

A domain-specific language model pre-trained on curated energy knowledge, including FERC regulations, EU ETS frameworks, grid management protocols, renewable energy standards, and sustainability reporting guidelines.

Use Cases

  • Grid operations documentation
  • Renewable energy forecasting analysis
  • Regulatory compliance (FERC, EU ETS)
  • Environmental impact assessments
  • Energy trading analysis and reporting

Input Type

Natural language, structured energy data, regulatory filings

Output Type

Operational reports, compliance documentation, analysis summaries

Context Length

tbd

Context Handling

Supports streaming/chunked inputs beyond defined tokens

Data Sources

In Progress

Integration

REST API

Performance

In Progress

Supported Languages

US English

Knowledge Cut-off

In Progress

Capabilities

Energy sector terminologyRegulatory framework understandingGrid operations analysisSustainability metrics interpretation

Regulatory & Compliance Notes

In Progress