Domain-aware search that finds "Section 9-301" when you search for it

Traditional Multi-Stack

• •Two stores to run and monitor
• •Custom fusion layer (RRF/weights) to build & tune
• •Index drift: vectors and text go out of sync
• •Duplicate ACLs & filters across systems
• •Two vendors, two bills
• •Weeks of integration work

Single-Stack Hybrid

• ✓One index blends keyword + semantic + freshness
• ✓Policy-driven weighting (plain-English controls)
• ✓Auto-sync: update text, vectors stay in step
• ✓Built-in ACL & filters (tenant/document)
• ✓One API & dashboard — single set of metrics
• ✓5 minutes to first results (review-ready; validate before prod)

Enterprise infrastructure

Customer Support

Help center search that understands "How do I reset my password?" and "Can't log in" mean the same thing. Boost recent articles automatically.

Internal Knowledge Base

Company wiki search with custom weighting: prioritize engineering docs for dev team, prioritize sales playbooks for sales team—same content, different rankings.

E-commerce Product Discovery

Semantic search for "gifts for developers" finds mechanical keyboards and hoodies—not just exact keyword matches. Boost in-stock items, demote discontinued products.

Legal & Compliance

Contract search with clause-level precision. Oracle-grade encryption keeps confidential agreements secure. Audit logs for every search query included.

Versioned Deploys

Preview changes in staging, promote to production with one click, roll back if needed. Every version is saved—no scary deploys, no lost work.

API-First Delivery

Production-ready from day one with API keys, rate limits, and observability built-in. No infrastructure to manage, no ops headaches.

Explainable Results

Understand *why* results rank the way they do with explainable, no-code settings. No black-box ML—just clear, tunable logic.

Data Sovereignty & Encryption

Documents and embeddings are stored encrypted (AES-256 at rest, TLS in transit). Choose your region; data residency respected.

Zero Data Leakage

We don't use your data to train models or share it with other customers. Optional private endpoints keep traffic off the public internet.

Automated Backups & Recovery

Daily automated backups with 60-day retention. Point-in-time restore available. Soft deletes prevent permanent data loss—accidental deletions can be recovered.

Compliance-Ready Architecture

Perfect for regulated industries (finance, healthcare, legal). Built on Oracle Autonomous Database with SOC 2 compliance support, plus HIPAA, GDPR, and PCI DSS readiness.