The engine underneath
A Platform Engineered for Cyber Operations.
Neural Data Fabric runs on a cloud-native, modular architecture designed for high-throughput telemetry ingestion, real-time correlation, and automated response — deployable on-premises, in air-gapped environments, or across hybrid cloud.
Architecture
A layered architecture that separates ingestion, processing, intelligence, and action — each layer independently scalable and observable.
Ingestion Layer
Multi-protocol data intake — syslog, HEC, Kafka, gRPC, file monitoring, and API webhooks — with built-in buffering, backpressure, and schema validation. Handles millions of events per second without data loss.
Processing Layer
Stream and batch processing pipelines for normalization, enrichment, deduplication, and routing. Custom processors can be injected via WebAssembly or containerized functions for zero-downtime updates.
Intelligence Layer
AI/ML models running inline for anomaly detection, entity resolution, and threat scoring. Models are versioned, auditable, and can be trained on customer-specific telemetry for domain-adapted detection.
Action Layer
Automated response playbooks, case management, and bidirectional integrations with SOAR, ITSM, and messaging platforms. Human-in-the-loop guardrails ensure critical actions require approval.
Observability Layer
Built-in metrics, distributed tracing, and audit logging for every component. OpenTelemetry-native — export to Datadog, Grafana, Splunk, or your existing observability stack.
Governance Layer
Role-based access control, data residency controls, retention policies, and compliance evidence generation aligned with NIST 800-53 and FedRAMP control families.
Deployment Models
From cloud-native SaaS to fully air-gapped on-premises, choose the deployment model that fits your mission requirements.
Cloud
Fully managed SaaS on AWS, Azure, or GCP with single-tenant isolation, customer-managed encryption keys, and 99.95% SLA.
Hybrid
Keep sensitive data on-premises while leveraging cloud for burst capacity, AI training, and global threat intelligence aggregation.
Air-Gapped
Fully self-contained deployment for classified and disconnected environments. No external dependencies. All updates delivered via signed offline bundles.