Home / Implementation Pathways

Scale Knowledge. Integrate Seamlessly.

From REST APIs to enterprise white-label solutions, explore how Aevum Encyclopedia powers research, education, and AI systems worldwide.

Integration Models

Choose Your Pathway

Select the deployment model that aligns with your technical infrastructure, compliance requirements, and scale objectives.

Developers & SaaS

REST & GraphQL API

Direct programmatic access to 2.4M+ verified articles, knowledge graphs, and semantic search endpoints.

⚡ Low latency 🔐 OAuth 2.0
  • Rate-limited & scalable endpoints
  • JSON-LD structured data output
  • Webhook support for content updates
View API Docs →
Institutions

Academic & Library Licensing

Campus-wide access with SSO integration, citation tools, and curriculum-aligned knowledge packages.

🎓 FERPA/CCPA Compliant 📚 LMS Ready
  • Shibboleth & SAML 2.0 authentication
  • Custom reading lists & exports
  • Analytics dashboard for librarians
Request Institutional Access →
Enterprise

Corporate Knowledge Integration

Embed verified domain knowledge into internal wikis, compliance training, and AI agent workforces.

🏢 SOC 2 Type II 🤖 LLM Fine-tuning
  • Private knowledge vault provisioning
  • Custom taxonomy & ontologies
  • Slack/Teams & Confluence connectors
Talk to Solutions Eng →
Publishers & EdTech

White-Label & OEM

Rebrand the full Aevum interface or license modular components for your own knowledge platforms.

🎨 Full UI Customization 📦 SDK Available
  • Custom domain & CDN configuration
  • Revenue-sharing & flat-license models
  • Dedicated technical account manager
Explore OEM Program →
Technical Stack

Built for Modern Systems

Aevum's infrastructure is optimized for high-throughput data retrieval, semantic accuracy, and seamless integration into existing workflows.

  • GraphQL & REST Endpoints

    Flexible querying with field selection, pagination, and real-time subscriptions.

    Stable

  • SDKs & Client Libraries

    Official packages for Python, JavaScript/TypeScript, Go, and Rust.

    Open Source

  • Schema & Standards

    Full JSON-LD, RDF, and Dublin Core compliance for library & archival systems.

    W3C Certified

  • AI & Vector Search

    Embedding-compatible outputs for RAG pipelines and LLM context augmentation.

    GPU Optimized
integration_example.js
import { AevumClient } from '@aevum/encyclopedia-sdk'; // Initialize with API credentials const client = new AevumClient({ apiKey: process.env.AEVUM_API_KEY, region: 'us-east-1', timeout: 3000 }); // Query semantic knowledge graph const result = await client.search({ query: "quantum error correction topological methods", depth: 2, format: 'json-ld', includeGraph: true }); console.log(result.articles.length, "verified entries found"); console.log(result.graph.nodes, "knowledge connections");
Deployment Process

From Provisioning to Production

Our implementation team guides you through a structured rollout, typically completed within 2–4 weeks depending on scope.

1. Discovery & Scoping

We assess your data requirements, compliance standards, and integration architecture to recommend the optimal pathway.

Week 1

2. Environment Provisioning

Dedicated API keys, sandbox endpoints, and initial knowledge dataset configuration are deployed to your staging environment.

Week 1–2

3. Integration & Testing

Developers implement SDKs or API calls. Our engineering team assists with debugging, rate-limit tuning, and data validation.

Week 2–3

4. Compliance & Security Review

Data handling workflows are audited against SOC 2, GDPR, or institutional policies. Penetration testing available upon request.

Week 3

5. Production Launch & Support

Go-live monitoring, performance optimization, and transition to 24/7 success engineering with SLA-backed response times.

Week 4
Common Questions

Implementation FAQ

Technical, licensing, and deployment details for engineering and procurement teams.

What are the API rate limits for different tiers? +

Free tier: 100 requests/minute. Academic: 1,000 req/min. Enterprise: Custom limits up to 50,000 req/min with dedicated infrastructure. All tiers support WebSocket streaming for bulk data sync.

Can we host the knowledge graph on-premise? +

Yes. For regulated industries (finance, healthcare, defense), we offer air-gapped on-premise deployments with Docker/Kubernetes images, encrypted backups, and offline sync protocols.

How is content verified and updated in real-time? +

Every entry undergoes multi-expert peer review. Updates are pushed via event-driven webhooks. Our AI verification layer cross-references 12K+ primary sources daily, flagging changes for human editorial approval before propagation.

Do you support SSO and enterprise SAML? +

Full SSO support including Okta, Azure AD, Google Workspace, and custom SAML 2.0/SCIM provisioning. Role-based access control (RBAC) is available for enterprise and academic deployments.

Get Started

Ready to Integrate Aevum?

Request your personalized implementation guide, API sandbox credentials, or schedule a technical demo with our solutions team.

No credit card required. Enterprise SLAs & academic discounts available.