Ask Any Question.
Get Answers From Every Database.
Inside Your Perimeter.
Your operations teams, analysts, and decision-makers already know the right questions. They should not need to know SQL to get answers from your systems. The Sovereign Engine routes natural language into parallel database queries across your entire data estate — one answer, full audit trail, inside your perimeter.
How the Engine Works
Auth and routing at the entry point. Parallel execution across every connected database. Every call logged before the result leaves the engine.
Built for High-Consequence Environments
Every decision was made for environments where data errors have real-world consequences.
One Query. Every Database.
PostgreSQL, MongoDB, DynamoDB, Weaviate, Elasticsearch - federated in a single natural language call. One answer, no context switching.
Plain English. No SQL.
The engine infers schema, selects the right databases, and returns structured results. No SQL training required at any level.
Full Accountability Chain
7-field audit record on every query: caller, timestamp, query text, databases touched, result hash, latency, outcome. Immutable, always.
Air-Gap Ready
Zero cloud dependency. Bare metal, EKS, or classified perimeter. Swap to Ollama for complete data sovereignty with no external egress.
SSE Streaming
Results stream as they resolve - not as a single payload. No polling, no timeout anxiety on complex federated queries.
Parallel Execution
Queries fire across all databases simultaneously. A 4-DB federated call completes in the time of the slowest single query, not the sum.
Four Deployment Modes
Same engine. Same RBAC and audit guarantees. Choose the topology that matches your cloud estate and classification requirements.
AWS EKS
Your VPC. Your account. We deliver the Helm chart.
- Terraform + Helm included
- AWS Bedrock LLM
- RDS / DynamoDB native
Azure AKS
Private VNet. Azure OpenAI as the LLM backend. GCC High compatible.
- Helm chart for AKS
- Azure OpenAI (GPT-4o)
- Entra ID / Azure AD
On-Premise
We ship the binary. You own the hardware. Zero external egress.
- Docker image via secure transfer
- Ollama LLM — fully local
- IM8 / ISO 27001 aligned
Hybrid
Databases across multiple cloud accounts or classification tiers.
- Cross-cloud query routing
- Per-boundary RBAC
- Immutable audit trail
Designed for Restricted Environments
Sovereign is the Query Layer.
Horizon and Verify are the Data Layer.
If you operate BESS or solar assets, Horizon is already generating the telemetry Sovereign can query. One platform, from physical-layer diagnostics to enterprise-wide natural language access.
Stop Writing SQL.
Start Owning Asking Questions.
Most vendors sell you a login to their cloud. We sell you the sovereignty of your own data. Compare the Oxaide Principal Architecture against the industry standard.
Query Velocity
Any analyst, ops engineer, or fleet manager gets answers in plain English. The engine handles schema inference, query planning, and parallel execution automatically.
Every new question is a ticket to the data team. Teams wait days for simple aggregations. The bottleneck is the query layer, not the data.
Data Perimeter
The LLM runs inside your perimeter — Azure OpenAI, AWS Bedrock, or Ollama for air-gap. Query text, results, and audit logs never leave your cloud account or hardware.
Most NL-to-SQL tools route your queries through the vendor's servers. Your schema, your question patterns, and your data structure all leave your perimeter.
Commercial Logic
One deployment contract, one Helm chart. You own the running instance. No per-user seat licensing that compounds every time a new analyst joins.
Every analyst seat is a line item. The more successful the tool, the more expensive it gets. You are punished for adoption.
Contract to live
in 10 working days.
We deliver a Helm chart, a day-by-day integration plan, and direct engineer access from day one. No account management layers. No 6-month scoping cycle.
How Oxaide Works:
The 2026 Technical Overview
A plain-English technical breakdown of the Oxaide engine — what it detects, how it's validated, and how to engage for a free forensic scan of your BESS or solar asset data.
Focus
BESS + Solar