Solutions That Scale

From schema orchestration platforms to enterprise semantic services, discover how ARAMAI bridges your systems, aligns business meaning, and enables governed AI across your organization.

Solutions by Application

Purpose-built solutions and custom development that address:

Schema Orchestration & Mapping

Connect systems through canonical models and standards-aware mappings for true interoperability.

  • Graph-based model alignment across platforms
  • Reusable mapping patterns and data contracts
  • Human-in-the-loop governance workflows

Knowledge Model Management

Access, Build, and Contribute to schemas, ontologies, and taxonomies that accelerate integration and AI accuracy.

  • Custom, and Industry-standard models
  • Community-validated structures for faster implementation
  • Cross-domain knowledge graph integration

Semantic Pipeline Automation

Orchestrate data and content flows with built-in validation, lineage, and quality assurance.

  • Standards-compliant transformation engines
  • Policy-aware delivery and audit trails
  • Business-expert-editable rules without code

AI Schema Gateway

Enable agents and applications to consult authoritative schemas at runtime for reliable, governed outputs.

  • MCP server implementations for agent access
  • Real-time schema consultation interfaces
  • Controlled AI consumption with observability

Domain-Proven Semantic Solutions

Leverage our expertise solving schema challenges across regulated and complex enterprise environments.

Healthcare & Life Sciences

Hundreds of healthcare and biomedical standards mapped, aligned, and governed across clinical data, content systems, and research workflows.

Legal & Regulatory

Controlled vocabularies, document models, and citation systems that maintain traceable definitions.

Enterprise & Financial Services

CRM, ERP, and product data harmonization across Salesforce, SAP, Oracle, and custom systems.

Role-Based Solutions

Specialized tools and workflows designed for the unique challenges of each professional role

Knowledge Engineers

Build and maintain canonical models with graph-based tools that preserve business meaning.

Visual model comparison and mapping
Version control for schema definitions
Standards alignment automation
API-first integration patterns
Engineer Solutions

Enterprise Architects

Design vendor-agnostic knowledge layers that scale across your technology ecosystem.

Reference architecture templates
Governance framework design
Interoperability planning tools
Migration strategy guidance
Architect Solutions

Subject Matter Experts

Edit schemas and business rules directly without waiting for developer intervention.

No-code model editing interfaces
Human-in-the-loop approval workflows
Change tracking and rollback
Collaborative definition management
Expert Solutions

Data & Content Engineers

Orchestrate transformation pipelines with built-in quality checks and semantic preservation.

Standards-aware ETL patterns
Content model orchestration
Validation rule configuration
Pipeline observability dashboards
Data Engineering Solutions

AI/ML Teams

Connect agents to authoritative schemas for improved accuracy and controllable outputs.

Schema-aware RAG implementations
MCP server integration guides
Runtime schema consultation APIs
Agent governance frameworks
AI Solutions

Integration Leads

Map across platforms while maintaining a single source of truth for all system definitions.

Cross-platform mapping libraries
API integration playbooks
Migration documentation
Co-delivery best practices
Integration Solutions

Need Something More Specific?

Our professional services team can customize any solution to meet your unique requirements

Custom Development

Build tailored data solutions that fit your specific systems, standards, and governance requirements.

  • Schema hub implementation and customization
  • Proprietary system adapter development
  • Custom mapping logic and transformation rules
  • Workflow automation for your processes

Integration Services

Connect your existing stack with schema-aware bridges, standards, and vendor-agnostic architecture.

  • Platform assessment and mapping strategy
  • API development and schema alignment
  • Pipeline orchestration and testing
  • Standards compliance validation

Training & Enablement

Equip your teams to govern schemas, manage models, and operate semantic infrastructure independently.

  • SME-focused modeling workshops
  • Developer integration training
  • Governance playbook development
  • Staff augmentation and co-delivery