Reliq AI

Building Systems with Purpose

ReliqAI is an Ottawa-based services company helping U.S. and Canadian product teams accelerate innovation in embedded systems and edge AI. We support the full product lifecycle—from PoC and NPI to QA, security audits, and ongoing support.

Our hybrid onshore/offshore model offers fast turnaround, deep technical expertise, access to a large talent pool, and cost efficiency.

Firmware architecture for IoT edge devices by ReliqAI

About us

Firmware architecture for IoT edge devices by ReliqAI

ReliqAI was founded on 30+ years of experience delivering embedded and embedded AI solutions. Built on the success of companies like AIWizards.ai, S5 Systems, Safety Labs, and Sirona.TV, we bring a proven track record in product development.

We specialize in embedded software, firmware, edge AI, and real-time systems, supporting the complete product lifecycle—from PoC and NPI to validation, security, and long-term support.

Our hybrid delivery model—with onshore leadership and vetted offshore delivery partners—offers scalable teams, deep talent access, and a balance of speed, flexibility, and cost-effectiveness.

Trusted expertise. Scalable delivery. Purpose-built for intelligent products.

Delivering Expert Services in Embedded Systems and Embedded AI

Reliq AI provides product development, product support, quality assurance, and maintenance services for Embedded Systems and Embedded AI applications.

We work with industry partners to accelerate innovation, improve product reliability, and extend engineering capacity — tailored to your needs.

Backed by seasoned onshore & offshore engineering teams and proven project success, our delivery model ensures technical excellence with speed and flexibility.

Why work with ReliqAI

Deep Embedded Expertise

We handle the full lifecycle — R&D, NPI, PoC, Support — with deep focus on embedded systems NPI – New Product Introduction PoC – Proof of Concept

Everything Embedded

Through 1000s of embedded engineers we deliver full spectrum of embedded services – firmware, applications, hardware, cloud and more.

Fast Turn Around

Need immediate help? We can onboard embedded talent within days to meet urgent needs.

Any Size

From small projects to complex systems– we deliver!

Cost Effective

With Onshore management + Offshore delivery we provide best value with high efficiency.

What some customers say

S5* Systems is now ReliqAI

Industries we service

Telecom & Network Infrastructure

From strategy and embedded systems to cloud solutions and platform security, we help bring your vision to life. We provide technology development services across the entire delivery platform.

Edge & Embedded Computing and Data Processing

We design and deliver robust edge computing solutions that enable real-time data processing, intelligent decision-making, and seamless integration across embedded platforms.

Automotive & Smart Mobility

We develop advanced embedded and AI solutions that power safer, smarter vehicles and next-generation mobility platforms.

Industrial Automation & IIOT

We support Industry 4.0 with secure, intelligent devices and systems—offering end-to-end product development from concept to deployment.

Energy Systems

We partner with energy technology providers to develop intelligent solutions that optimize resource management and accelerate digital transformation.

Healthcare & Medical Devices

With deep expertise in embedded healthcare technologies, we support your journey from strategy and proof of concept through to scaling and implementation—turning your ideas into impactful solutions.

Embedded & Embedded AI Development Process

Steps you can expect in your embedded or embedded AI system development

01

Initiation

02

Planning

03

Development

Milestone 1, 2, 3…

04

Validation

05

Support & Maintenance

Post-Release

Frequently Asked Questions (FAQ)

How are Embedded AI and Edge AI technologies related?

Embedded AI runs directly on devices—firmware, microcontrollers, or local processors—while Edge AI processes data closer to where it’s generated, often on gateways or edge servers. Together, and in combination with the cloud, they enable scalable solutions across industries such as automotive, manufacturing, energy, and telecom—where deploying cost-effective, reliable devices in large numbers is essential.

Embedded AI adds value wherever real-time decisions, efficiency, and cost reduction are priorities:

  • Manufacturing: predictive maintenance, downtime reduction, process optimization
  • Industrial Automation / IIoT: smart sensors, monitoring, and anomaly detection
  • Automotive & Smart Mobility: driver assistance, safety, and performance optimization
  • Energy Systems: local AI at substations, smart meters, and renewable integration improves grid stability and efficiency 
  • Healthcare & Medical Devices: AI-enabled portable devices can analyze data instantly (e.g., diagnostic imaging, wearables), reducing reliance on cloud connectivity

A deployed Embedded AI solution typically combines:

  • On-device components: microcontrollers, embedded processors, and AI accelerators (e.g., NVIDIA Jetson, Qualcomm Snapdragon, NXP i.MX, STM32, Renesas).
  • Embedded software stack: firmware, drivers, BSPs, and RTOS (e.g., Embedded Linux, FreeRTOS, VxWorks, QNX, Zephyr), plus middleware and AI runtime libraries (e.g., TensorRT, ONNX Runtime, TFLite, PyTorch Mobile).
  • Connectivity: wired/wireless technologies such as Ethernet, Wi-Fi, BLE, 5G, LoRa, Zigbee, CAN bus. Common messaging protocols include MQTT & AMQP
  • Edge integration: gateways, industrial PCs, or edge servers for preprocessing, data aggregation, and secure bridging between devices and the cloud.
  • Cloud connectors: platforms like Azure IoT, AWS IoT, Google IoT Core, or Siemens Industrial Edge for remote monitoring, OTA updates, device management, and analytics.

By embedding intelligence directly into devices, companies reduce dependency on cloud connectivity, lowering networking and data costs. It also cuts latency and hardware requirements, leading to a lower total cost of ownership (TCO). Over time, predictive features reduce downtime, warranty expenses, and service visits.

Edge AI enables faster, localized decision-making without relying on constant cloud access. This makes solutions more secure, cost-effective, and scalable, especially when deployed in large numbers of small, low-cost devices. For industries like automotive, healthcare, and IoT, this translates into smarter products, improved safety, and higher reliability.

We bring more than technology—we bring industry knowledge and product-building experience. ReliqAI integrates embedded expertise with AI innovation, third-party ecosystems, and secure practices. The result is a product that is not only technically advanced but also tuned to market needs—giving you an edge over competitors.

ReliqAI acts as an extension of your engineering team, adding expertise exactly where you need it. Whether through offshore/offsite support, rapid prototyping, or embedded AI integration, we accelerate development and help you launch faster—without compromising reliability or compliance.

Our services span the full lifecycle of embedded product development:

  • Embedded software: drivers, BSP, firmware, RTOS, middleware, and applications
  • AI/ML model development: vision, voice, sensor fusion, anomaly detection, and edge optimization
  • QA & Security: functional testing, compliance validation, and penetration testing
    We deliver the complete package—from firmware to AI—so your product is market-ready.

With over 30 years of embedded product expertise, ReliqAI combines engineering depth with a team that can plug into your workflow. We help you validate ideas, build proofs of concept, harden systems for production, and support QA and compliance—ensuring your product succeeds in the real world.

Recognized by leading platforms in embedded systems, AI, and IoT

Our recent Articles

Firmware architecture for IoT edge devices by ReliqAI
Edge AI vs Embedded AI: Key Differences, Synergy & Industry 4.0 Impact

Edge AI and Embedded AI are closely related but operate at different

Firmware architecture for IoT edge devices by ReliqAI
IoT Security: How Penetration Testing Protects Your Connected Devices
Firmware architecture for IoT edge devices by ReliqAI
How Edge Impulse and Azure IoT Drive Industry 4.0 with Embedded AI

Let’s Jump Right in by understand what is Industry 4.0 Industry 4.0,