OXELVO
OXELVO
ENTERPRISE ARCHITECTURE

Intelligent Systems Solutions for Modern Enterprise

We architect systems where software engineering and artificial intelligence converge to solve commercial bottlenecks with zero technical debt and complete code ownership.

SOVEREIGN RUNTIME

Enterprise AI Architecture

Secure, sovereign AI intelligence deployed inside your enterprise VPC perimeter

We build private, compliance-hardened AI environments where LLMs, embedding models, and vector stores operate entirely within your AWS, Azure, or GCP infrastructure. Zero customer data leaves your tenant boundary.

Proven Impact: 100% compliance isolation, 40% reduction in inference latency.
TECHNICAL ARCHITECTURE
  • Self-hosted vLLM / Ollama or private endpoint routing
  • Deterministic guardrail proxy with PII masking
  • Role-Based Access Control tied to corporate SAML/Okta
  • Detailed audit tracing for SOC2 and ISO compliance
EVENT-DRIVEN

Autonomous Operational Workflows

Self-orchestrating multi-agent networks that execute commercial processes

Replace multi-day human approval and data transfer chains with autonomous agent graphs. Built with LangGraph and Temporal to guarantee that every workflow resumes cleanly even after system restarts or network disruptions.

Proven Impact: 84% reduction in manual operational turnaround time.
TECHNICAL ARCHITECTURE
  • Stateful checkpointing with atomic rollback mechanisms
  • Deterministic tool calling with schema validation
  • Human-in-the-loop escalation UI for high-value decisions
  • Automated PDF, document, and invoice parsing with OCR
SUB-SECOND INFERENCE

Predictive Intelligence Engines

Real-time decision intelligence triggered directly from transaction streams

Empower leadership and automated workflows with forward-looking predictions. We build lightweight regression and ranking models that score opportunities, detect anomalies, and forecast resource demand in real time.

Proven Impact: Real-time operational visibility with sub-24ms decision triggers.
TECHNICAL ARCHITECTURE
  • Continuous feature store updates with sub-minute fresh data
  • Drift detection and model retraining automation
  • Low-latency gRPC and REST evaluation endpoints
  • Direct integration into existing BI and alerting systems
ZERO BOTTLENECK

Data Platform Modernization

High-throughput streaming ELT, unified lakehouses, and vector indexes

Unify scattered silos into a cohesive, high-performance data backbone. We design Lakehouse architectures that support streaming ingestion, instant analytical queries, and vectorized document search simultaneously.

Proven Impact: P99 analytical queries executed in under 200 milliseconds.
TECHNICAL ARCHITECTURE
  • Fast streaming pipelines built on ClickHouse and DuckDB
  • Vectorized embeddings synced with Postgres and Qdrant
  • Automated dbt transformations with data freshness tests
  • Self-serve SQL and semantic query layers for business teams