Embedded Edge AI · Hardware Engineering

Build Your Edge AI Product Faster & Smarter

We are your embedded engineering partner. From hardware design to Edge AI deployment — we help product companies build production-ready IoT and Edge AI products without the hiring overhead.

4wk
Prototype to Field
50+
Pre-Built Modules
28+
Expert Engineers
95%
Client Satisfaction
◆ What We Build For You
🔲
Embedded Firmware
FreeRTOS · Yocto · Buildroot
🤖
Edge AI Inference
TinyML · ONNX · On-Device AI
📡
IoT Connectivity
MQTT · 4G · WiFi · Ethernet
☁️
Cloud Integration
AWS · Azure · GCP · Private
🔒
OTA + Security
TLS · Secure Boot · Delta OTA
The Problem

Why Most Edge AI Projects Stall or Fail

Companies with great product ideas get stuck on the engineering complexity of building for the edge — before they even start building their product.

01
Can't Find the Right Engineers
Hiring firmware + AI + hardware engineers takes 6–12 months. Your roadmap can't wait that long.
02
Months Lost on Infrastructure
RTOS setup, BSP porting, OTA, security — before a single line of product code is written.
03
AI Models Don't Run on Device
Cloud AI doesn't cut it for latency, cost, or offline. Optimizing models for MCUs requires rare expertise.
04
Scaling Breaks Everything
A system that works at 100 units collapses at 100,000. Field updates and remote management become nightmares.
Our Services

End-to-End Embedded Engineering

We cover the full stack — from silicon to cloud. Whether you need a dedicated team or targeted expertise, we slot in where you need it most.

🔲
Embedded Firmware Development
Custom firmware for MCU and processor platforms. We handle RTOS integration, BSP development, peripheral drivers, and power management so your team focuses on product logic.
FreeRTOS Yocto Buildroot STM32 ESP32 Renesas NXP
🤖
Edge AI & TinyML Engineering
We take your AI model and make it run — fast and reliably — on constrained hardware. Model quantization, pruning, NPU acceleration, and custom inference pipeline design.
TinyML ONNX TFLite Micro CMSIS-NN NPU
🔒
OTA Updates & Device Security
Production OTA update pipelines with delta updates, staged rollouts, and rollback — security-first architecture from day one. Not bolted on after.
TLS 1.3 Secure Boot Delta OTA HSM mTLS
📡
IoT Connectivity Stack
Multi-protocol connectivity that just works. WiFi, Ethernet, 4G, BLE — with MQTT, HTTP/S, TCP/IP handled through our proven connectivity abstraction layer.
MQTT WiFi 4G LTE Ethernet BLE
☁️
Cloud Platform Integration
Device-to-cloud data pipelines, telemetry dashboards, and remote configuration — integrated with AWS IoT, Azure IoT Hub, GCP, or your own infrastructure.
AWS IoT Azure IoT GCP Private Cloud
🛠️
Hardware & PCB Design
From schematic to layout to DFM-ready Gerbers. We design production-ready PCBs optimized for your use case — industrial, consumer, or medical grade.
Schematic PCB Layout DFM EMC Prototyping
How It Works

From Idea to Production in 4 Steps

A clear, structured engagement designed for product companies — not just engineers.

01
Discovery Call
We understand your product vision, hardware constraints, timeline, and team. Free, no-obligation 60-min session.
02
Scoping & Quote
We deliver a detailed technical scope, architecture proposal, and fixed-cost or T&M quote within 48 hours.
03
Build & Iterate
Your dedicated Senzr engineering team builds in 2-week sprints with full visibility — daily updates, weekly demos.
04
Deploy & Scale
We support field deployment, OTA rollouts, and long-term scale with you. We don't disappear at launch.
🎯
Production-Proven
Systems deployed across industrial, medical, and consumer IoT at scale.
⚡
4-Week Prototype
Working hardware + firmware prototype in 4 weeks — guaranteed.
👥
28+ Engineers Ready
Full-stack embedded team on demand — no recruiting, no ramp-up.
🔐
NDA from Day One
Your IP is protected. We sign NDA before any technical discussion.
🚀
Startups & New Product Teams
Launching a new connected hardware product
✓
You have a product idea but no embedded engineering team yet
✓
You need to hit a prototype milestone for investors or customers
✓
You want to move fast without the risk of a full-time hire
✓
You're exploring Edge AI for a new product line
🏭
Scale-Up & Enterprise Product Lines
Adding intelligence to existing hardware products
✓
Your team is stretched and needs embedded expertise on demand
✓
You need to add Edge AI to an existing product without a full rewrite
✓
You're migrating from cloud AI to on-device inference for cost or latency
✓
You need to scale to millions of devices with OTA and remote management
Get a Quote

Tell Us What You're Building. We'll Take It From There.

Share your product idea, challenge, or requirement — our engineering team will respond with a tailored scope, timeline, and quote within 1 business day.

✓
No-obligation — free scoping included
✓
Response within 1 business day
✓
Detailed technical scope & architecture proposal
✓
Fixed-price or flexible T&M engagement options
✓
NDA available before any technical discussion
✓
Direct access to a senior engineer from day one
4wk
To Working Prototype
28+
Expert Engineers
95%
Client Satisfaction
50+
Pre-Built Modules
Request Your Custom Quote
↩ Response within 1 business day
🔒 Confidential · No spam · NDA available on request
🎉
Quote Request Received!
A senior Senzr engineer will review your project and reach out within 1 business day with a tailored scope and next steps.
✔ Quote request received
◌ Engineer review in progress
◌ Tailored scope & timeline sent
◌ Discovery call scheduled
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