Time-Series Engine
Optimized for ticks, trades, quotes, telemetry streams, order books, replay, and rollups.
Trading-grade data infrastructure
VogazDB
The multi-model, ultra-low-latency database engineered for markets, telemetry, analytics, replay, and audit.
Unify time-series speed, columnar analytics, document flexibility, in-memory execution, and accelerator-ready architecture in one deterministic engine.
LIVE ENGINE
p99 target
Time-series
Nanosecond indexed
Columnar
Vectorized scans
Document
Configs and logs
Core capabilities
One engine for fast data, deep analytics, and operational records.
Columnar Analytics
Compression-aware storage and vectorized execution for real-time and historical analysis.
Document Model
Store strategies, configs, audit records, lifecycle events, and compliance metadata.
Unified Query Layer
SQL-style access with time-series operators, JSON paths, and cross-model joins.
Auto-Tiered Storage
Route hot data to RAM, recent history to NVMe, and retention data to object storage.
Accelerator Ready
Designed for FPGA and hardware-assisted filters, joins, and aggregation paths.
Products
A platform built from production database components.
Start with VogazDB Core, then add low-latency, archive, streaming, management, and accelerator layers as workloads mature.
VogazDB Core
Multi-model database engine with time-series, columnar, document, and UQL capabilities.
VogazDB In-Memory
Hot-path data layer for live market, telemetry, and intraday workloads.
VogazDB Archive
Compliance-grade cold storage with replay, audit, and retention support.
VogazDB Streaming
Real-time ingestion and distribution for tick, event, and telemetry pipelines.
VogazDB Accelerator
Hardware-ready operator pipeline for deterministic execution under load.
Management Console
Operational visibility for storage tiers, health, access control, and deployments.
Architecture
Deterministic data paths for systems where timing and correctness matter.
Sources
Ingestion
Unified Engine
Query + Replay
Lossless Ingestion
Append-only writes preserve exchange sequence, timestamp precision, and replayable market state.
Shared Execution Engine
Time-series, columnar, and document models run through one query and planning layer.
Lifecycle Awareness
Data movement is governed by access frequency, latency sensitivity, and retention policy.
Reliability by Design
Immutable audit logs, write-once streams, and deterministic replay support regulated environments.
Industries
For high-frequency data infrastructure beyond a single market.
Capital Markets
Market data, order events, risk streams, Greeks, P&L, and compliance records.
Exchanges
Tick capture, order-book replay, surveillance data, and market infrastructure analytics.
Banking and Payments
Transaction streams, reconciliation, intraday risk, and immutable audit trails.
Transportation
Railway, metro, aviation, traffic, and fleet telemetry with replayable event history.
Energy and Utilities
Grid load monitoring, SCADA telemetry, anomaly detection, and long-term retention.
Telecom and Cloud
Network telemetry, packet statistics, capacity planning, and real-time fault monitoring.
Government and Defense
Sensor fusion, command telemetry, on-premise deployment, and auditable records.
Industrial IoT
Machine telemetry, quality-control signals, robotics events, and production analytics.
Comparison
Built to reduce database sprawl in latency-sensitive environments.
Capability
VogazDB
Time-Series DB
Columnar DB
Document DB
Market-native time-seriesNativeStrongLimitedLimited
Columnar analyticsNativeVariesStrongLimited
Document metadataNativeLimitedLimitedStrong
Unified query layerSingle enginePartialPartialPartial
Replay and auditDesigned inVariesVariesVaries
Benchmarks
Measure performance with transparent, repeatable methodology.
Evaluate latency, throughput, jitter, sustained ingestion, mixed read/write behavior, and replay consistency on comparable hardware.
Enterprise evaluation
Run VogazDB against real workloads before adoption.
Define a 30 to 60 day evaluation around live-like data, deployment constraints, success metrics, and compliance requirements.
Contact
Request a technical review.
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