Engineering at the scale of
low-latency backends. air-gapped intelligence. deterministic firmware. mission-critical systems.

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CAPABILITIES

Applied AI & Foundation Models

We engineer end-to-end artificial intelligence systems tailored to your operational constraints. Whether integrating leading frontier cloud APIs or deploying private, air-gapped models on bare-metal infrastructure, we turn raw models into reliable, production-grade capabilities.

  • Multi-Platform Cloud Integration: Robust API pipelines leveraging OpenAI, Google Gemini, Anthropic, OpenRouter, and open-weights models with intelligent failover and structured output enforcement.
  • Private & Air-Gapped Serving: On-premise quantized inference engines with zero external egress, memory-pinned weights, and verifiable data sovereignty for sensitive domains.
  • Deterministic RAG & Tooling: Hybrid vector search and structured data extraction pipelines built for audited enterprise workflows and zero hallucinations.
ARCHITECTURE TOPOLOGY: AI ENGINE CLOUD & ON-PREM
Enterprise Ingestion & Request Layer REST / gRPC / DB
Multi-modal queries, structured documents, live event streams
↓ Policy Guardrail & Router
Frontier & OpenRouter APIs
OpenRouter • Gemini • Claude • GPT-4
High-throughput elastic burst
Air-Gapped Private LLM
Local Quantized Serving
0.0.0.0/0 Egress Blocked
↓ Deterministic Context Augmentation
Unified Knowledge & Vector Store HYBRID SEARCH
In-memory embeddings • Full-text index • Zero external leakage
DATA SOVEREIGNTY: 100% AUDITABLE LATENCY: P99 OPTIMIZED

Low-Latency & Concurrent Systems

When microsecond budgets, high message rates, and non-negotiable determinism define mission success. We design asynchronous, lock-free backends in modern C++ that scale effortlessly across arbitrary multi-core architectures without contention or garbage collection pauses.

  • Lock-Free Multi-Core Concurrency: SPSC / MPMC ring buffers and thread-affinity pinning designed to scale across any processor topology with zero mutex locks.
  • Zero-Copy Data Pipelines: Kernel-bypass networking, memory-mapped I/O pools, and elimination of runtime allocation jitter.
  • Continuous Mission-Critical Uptime: Engineered for high-tick game engines, ultra-low-latency live streaming, real-time telemetry, and sub-microsecond event backends.
PIPELINE ARCHITECTURE: CONCURRENT CORE ZERO-COPY / LOCK-FREE
High-Throughput Ingestion Stream 1,000,000+ msg/s
Kernel-bypass socket • Memory-mapped ring buffer
↓ DMA Cache-Line Aligned Dispatch
Worker Core 1
Pinned CPU 0
Isolated Affinity
Worker Core 2
Pinned CPU 1
Isolated Affinity
Worker Core N
Arbitrary Scale
Zero Lock Contention
↓ Direct Execution & Telemetry
Deterministic Output & State Ledger NO GC PAUSES
Sub-microsecond state sync • Nanosecond execution profiling
LATENCY P99: 3.12 μs JITTER: ±120 ns

Embedded Systems & Hardware Delivery

From silicon-level firmware to field deployment. We build robust bare-metal and RTOS-driven embedded software, industrial communication protocols, and turnkey electronic hardware designed to perform under demanding environments.

  • Bare-Metal & RTOS Firmware: Deterministic event loops, multi-tasking concurrency, and power-fail safe state preservation.
  • Industrial Telemetry & Protocols: Resilient wireless (BLE, Wi-Fi, Cellular) and wired (RS-485, CAN, SPI/I2C) communication stacks with strict ACK verification.
  • Turnkey Hardware Engineering: Schematic design, custom PCB layout, component selection, prototyping, and production handover.
TOPOLOGY: SILICON TO CLOUD TURNKEY DELIVERY
Physical Layer & Custom Electronics PCB / SENSORS
Microcontroller • Instrumentation • Battery & Power Mgmt
↓ Hardware Bus (SPI / I2C / DMA)
RTOS Firmware Core
Actor Task Separation
Deterministic Memory Guard
Protocol Engine
Binary Framing • CRC32
Failsafe Power-Off ACK
↓ Secure Field Transport (BLE 5.2 / RS-485 / Cellular)
Industrial Gateway & Telemetry Bridge CLOUD / ON-PREM
Frame verification • Real-time dashboard • OTA Firmware Updates
AVAILABILITY: 24/7 INDUSTRIAL TURNKEY PRODUCTION

Let's Evaluate Your System Demands

Reach out directly to discuss high-performance software, custom AI integration, or turnkey embedded engineering.

Email / Direct Inquiry
info@embd.com.tr
Engineering Hub
Istanbul, Turkey
Response Velocity
Within the same business day