BoltGrid BoltGrid

Custom OEM Database Management Systems Manufacturers & Factories

Next-Generation Hardware-Software Integrated Solutions for Enterprise AI Data Centers & High-Performance Computing workloads.

Redefining DBMS Performance via Custom OEM Hardware Engineering

In the modern era of hyperscale analytics, distributed ledgers, and retrieval-augmented generation (RAG) architectures, traditional standard-issue server platforms act as a massive bottleneck. General-purpose computing architectures fail to address the highly specific storage throughput, memory density, and low-latency network interconnects demanded by enterprise Database Management Systems (DBMS).

At BoltGrid Computing Systems Co., Ltd., we fill this gap by manufacturing tailored OEM DBMS hardware solutions. We engineer hardware directly optimized for specific database kernel engines (e.g., PostgreSQL, ClickHouse, Apache Cassandra, MongoDB, and vector databases). By aligning storage topology, PCIe lane routing, memory tiering, and GPU computational resources directly with database execution plans, we deliver up to 10x throughput enhancement and near-zero latency variations.

  • Direct NVMe-over-Fabrics (NVMe-oF) Mapping: Bypassing operating system abstraction bottlenecks.
  • Ultra-High-Density DDR5 & CXL Memory Pools: Empowering massive in-memory computing.
  • GPU-Accelerated SQL Execution: Offloading relational heavy lifting to parallel processing pipelines.

Macro-Industry OEM Solutions & Verticals

Custom systems developed to handle the unique data structures and performance profiles of critical industries globally.

Telecom & Real-Time CDR Engines

Telecom networks require processing millions of Call Detail Records (CDRs) every second. Our custom OEM appliances support dedicated hardware queues, ultra-fast network interface cards, and high-frequency CPU cores for zero-data-loss streaming ingestion.

High-Frequency Fintech Databases

Financial institutions rely on sub-millisecond ACID transaction states. BoltGrid manufactures hyper-converged hardware configured with NVDIMMs (Non-Volatile Dual In-line Memory Modules) to secure transactions in flight during hardware disruptions.

AI Vector Search & LLM Knowledge Bases

RAG-based AI tools need high-dimensional vector search index matching. Our AI-optimized GPU DBMS servers utilize NVLink, H100/H800/DeepSeek architectures, and custom CUDA-level database acceleration for indexing billions of vectors.

Global Commercial Status & BoltGrid Manufacturing Might

As cloud-native egress fees soar, global enterprises are shifting databases back to on-premise, custom-optimized infrastructure.

Advanced Production & Scale

BoltGrid Computing Systems Co., Ltd. stands at the forefront of this industrial transition. Operating a state-of-the-art manufacturing facility extending across 18,500 square meters, we manage end-to-end integration, mechanical design, thermal simulation, and full stress-testing.

With over 12 years of industry experience, we have built a highly responsive global supply chain, featuring more than 850 strategic partners. This ensures we procure critical components like high-performance GPUs, high-speed controller cards, Enterprise-grade SSDs, and specialized cooling pumps even during global shortages.

Our R&D division, featuring 120 senior hardware and structural engineers, develops around 85 new customized products annually. Whether you need a specific BIOS configuration for virtualization or customized liquid-loop manifolds for data centers, BoltGrid delivers.

Enterprise Quality Inspection

System crashes in database environments mean immediate losses. BoltGrid deploys 45 dedicated quality assurance inspectors conducting comprehensive multi-point inspections:

  • 01 Thermal Performance Testing: Inframetrical profiling under maximum loads to eliminate hotspots inside the chassis.
  • 02 Stress Load Simulation: Testing of PCIe lanes, system buses, and memory controllers under intense simulation loops.
  • 03 Full-System Burn-In Testing: Standard 72-hour operating validation at elevated temperatures to guarantee peak reliability.
18,500㎡
Production Area
12+ Years
Industry Experience
120+ Engs
R&D Team Members
USD 18M
Annual Export Revenue

Technical Architecture: Custom DBMS Hardware Tuning

Achieving high throughput requires optimization across all layers. Here is how BoltGrid customizes systems for database workloads.

01

Storage Tiering & NVMe Over Fabrics

By eliminating intermediate SATA/SAS controllers, we connect NVMe SSDs directly to CPU lanes. Our designs feature NVMe-oF network controllers, delivering sub-microsecond remote data latency.

02

Optimized GPU Direct Storage (GDS)

For AI Vector engines and deep-learning databases, GDS establishes a direct DMA path between system NVMe storage and GPU memory, bypassing CPU processing overhead entirely.

03

Custom BIOS & CPU Power Profiles

Standard servers dynamically scale CPU clock cycles to save energy. We flash customized BIOS configurations to lock CPU states, avoiding system latency variations for transactional workloads.

Localization Support & Compliance Standards

Operating internationally means meeting local regulatory compliance standards. BoltGrid designs platforms in full compliance with global standards, including CE, FCC, RoHS, UL, and VCCI certifications.

For healthcare databases (HIPAA) and financial records (GDPR, SOC 2 Type II), we offer hardware-level protection. Our systems feature embedded TPM 2.0 cryptoprocessors, support Self-Encrypting Drives (SEDs) with hardware-based key management, and feature physical intrusion detectors inside the chassis.

Furthermore, we provide tailored localized firmware configurations, multilingual engineering support teams, and regional replacement warranties to ensure your infrastructure operates continuously without friction.

Target Architecture Application Scenarios

How our custom OEM systems are deployed in real-world environments.

Scenario A: Hybrid Transactional & Analytical Processing (HTAP)

Historically, businesses operated separate systems for transactions (OLTP) and analytics (OLAP). Our custom servers consolidate these tasks onto a single platform. Built with ultra-high memory capacities (up to 12TB RAM via DDR5 links) and high-speed NVMe storage, they handle read and write operations concurrently without system bottlenecking.

Scenario B: AI Model Inference & Real-time Retrieval (RAG)

Vector-focused database engines demand deep pipelines. By customizing PCIe layouts to support dual-slot GPU configurations and high-speed networking within 2U racks, BoltGrid nodes retrieve records across vector indexes, matching databases with live LLM applications in milliseconds.

Technological Roadmap & Future Integration

Developing systems prepared for the future of data management.

As database technologies evolve, hardware architectures must adapt alongside them. Our technical roadmap focuses on the integration of CXL (Compute Express Link) 3.0/3.1 protocols. This technology will allow database nodes to access pooled, shared memory across physical chassis, eliminating the need for expensive data-copy operations.

Additionally, we are designing hybrid cooling chassis capable of handling future chips exceeding 500W TDP. Our research team is testing direct-to-chip (D2C) liquid cooling interfaces alongside traditional rack topologies, ensuring compatibility with next-generation high-density data centers.

Database Infrastructure & Custom OEM FAQ

Answers to common technical inquiries regarding design, configuration, and production.

Q: How does a custom OEM database appliance compare to off-the-shelf servers? +
A: Standard servers are configured for generic web hosting and computation. BoltGrid's OEM database hardware is tailored for databases at the physical level: we route PCIe lanes to avoid disk bottlenecks, use custom BIOS settings to prevent core power cycling, and select memory profiles specifically tuned for high-transaction environments.
Q: Do your servers support NVMe-oF (NVMe over Fabrics) interfaces? +
A: Yes, our storage architectures are built to support NVMe-oF using RDMA over Converged Ethernet (RoCE v2) or Fibre Channel. This enables remote storage pools to deliver latencies comparable to direct-attached NVMe drives, ideal for distributed databases like Cassandra, MongoDB, or CockroachDB.
Q: Can BoltGrid configure servers for DeepSeek and high-density vector databases? +
A: Absolutely. Our multi-GPU server designs (such as the G5500 V7 platforms) are optimized for memory-bound vector queries, supporting NVLink, high-speed DDR5 memory, and PCIe Gen 5 configurations to handle deep neural network search algorithms.
Q: What is the typical lead time for a customized batch of servers? +
A: For custom chassis configurations, including bespoke BIOS settings and port placement, the lead time is typically 4 to 6 weeks. Standard configurations with customized branding and testing profiles are dispatched within 2 to 3 weeks.
Q: How does the quality assurance process protect against system failures? +
A: Our 45 QA inspectors perform thermal testing, stress load simulation, and full system burn-in checks for up to 72 hours before shipment, ensuring memory arrays and storage controllers function reliably under heavy utilization.
Q: Do you offer hardware design personalization? +
A: Yes. We offer comprehensive customization including server bezel branding, localized silkscreen labels, customized firmware screens, and packaging optimized for regional distribution.
Q: Do your servers support liquid cooling setups? +
A: Yes, we manufacture hybrid air/liquid-cooled chassis configured with direct-to-chip water blocks for high-TDP processor setups, allowing high rack densities in modern data centers.
Q: Are your platforms compatible with Hyperconverged Infrastructure (HCI) software? +
A: Yes, our systems are certified for hyperconverged software configurations like VMware vSAN, Nutanix, and Microsoft Azure Stack HCI, featuring balanced storage-to-network bandwidth ratios.
Q: What global security certificates do your hardware systems offer? +
A: Our systems meet CE, FCC, UL, and RoHS standards. We also integrate TPM 2.0 modules to support hardware-based disk encryption and secure boot requirements.
Q: What warranty and technical support packages do you offer? +
A: We offer a standard 3-year warranty package that covers hardware components, alongside dedicated access to our engineering support team for firmware updates and hardware diagnostic assistance.

Direct view of our assembly lines, component warehouse, dynamic testing areas, and compliance evaluation zones.