AEONIX FOR THE USA
Software, edge AI and hardware engineering for US companies.
One engineering team for the whole product: cloud platforms and apps, edge AI and computer vision, embedded systems and PCBs, and robotics. Our engineers work in Kolkata, India, and our US office is in Sterling Heights, Michigan.
- 4.9 on Google · 117 reviews
- 5.0 on Clutch
- ISO/IEC 27001:2022 certified
- NVIDIA Inception member
- Engineering HQ, India
- US office
- Client countries
- Year founded
- 2020
- Enterprise and government clients
- 200+
- Products engineered and shipped
- 30+
- Countries with client work on record
- 6
- ISO certifications, incl. ISO/IEC 27001
- 5
ENGINEERING SERVICES
From cloud software down to the circuit board.
Bring us in for one layer or for the whole product. The same team designs the hardware, trains the models and builds the software, so they are made to work together.
Software & Platform DevelopmentWeb and mobile apps, SaaS platforms, dashboards and the cloud services behind them, built standalone or as the software layer of a device.Web and mobile appsSaaS platformsAdmin panels and dashboardsAPIs and data systemsCloud architectureAI features in existing productsReactFlutterReact NativeNode.jsAWSGCPMQTTShipped: a health-insurance enrollment platform, an elder-care CRM and a medical-tourism platform.Learn more 
AI & Computer Vision SystemsComputer vision and machine-learning systems that run on the device, not in a distant cloud: fast enough for a live crowd, and still working when the network drops.Custom models trained on site-specific dataQuantisation for NVIDIA Jetson and Intel OpenVINOGPU-accelerated inference (CUDA)Object detection, tracking and gesturesVoice AI and conversational interfacesOffline-first: process locally, sync laterNVIDIA JetsonOpenVINOCUDAYOLOUnder 40 ms inference at each station in live stadium deployments, and 30 ms to recognise an enrolled person on our check-in kiosk.Learn more
Embedded Systems & IoT HardwareFirmware, sensors and connected devices over Wi-Fi, BLE, GSM and 4G LTE, with the dashboard to run them.Embedded firmwareSensor integrationWi-Fi, BLE, GSM and 4G LTEEdge devicesLearn more 
PCB Design & AssemblyBoards of up to six layers and more, laid out in KiCad or Altium by our own engineers, then assembled and brought up in our workshop.Schematic and multi-layer layoutIn-house assembly and reflowBring-up and testingLearn more 
Robotics & Autonomous SystemsService robots and autonomous platforms with LiDAR SLAM navigation, ROS 2 and sensor fusion, designed in 3D from scratch.SLAM-based navigationLiDAR and sensor fusionMotion control3D mechanical designLearn more 
Product Engineering, End to EndWhen a product needs hardware, AI and software working together, one team owns the integration, from the first architecture to a field-ready build.System architectureHardware and software integrationDevice-cloud syncIteration after launchLearn more
In use in Texas and Oklahoma, USA
In use in Texas and Oklahoma, USASOFTWARE USE CASE · HEALTHCARE BENEFITS
A benefits-enrollment platform for US health-insurance administrators.
A web platform for third-party administrators (TPAs) in health insurance. It brings administrators, employers, enrollers, employees, their dependents and healthcare providers into one portal, from choosing a plan to tracking a claim.
Each of the seven user roles sees only the functions and data it needs, through a role-based access module. The client's name stays confidential.
- 20,000+
- Enrollments
- 7
- User roles
- 20+
- Healthcare providers
- 5+
- Employers
- Plan selection, including dental and vision
- Dependents added during enrollment
- Premiums paid through payroll deduction
- Real-time claim tracking for members
- Role-based access for every user
- HR, operations and document modules built in
SELECTED WORK
Products we've engineered, from voice AI to robots.
Client projects and our own products, from the case studies on this site.
USAVoice AI · Edge AI · HardwareiAvatars Companion Kiosk — Voice AI That Speaks in a Loved One's VoiceTechnology partner to iAvatars LLC: the hardware, voice AI and software for a companion kiosk that talks in the cloned voice of someone the family loves.~3 sFrom question to spoken answer (English)Read the case study 
NetherlandsEdge AI · Computer visionTouchless Edge-AI Check-In Kiosk for Any Front DeskA walk-up front-desk kiosk that recognises people on the device and prints a slip on the spot, with no photos stored and nothing sent to the cloud.30 msTo recognise an enrolled personRead the case study 
AustraliaWearable · AI · CloudFingertip Health Monitor with an AI Health AssistantA lead-less fingertip wearable that tracks vital signs in real time, with a phone app, secure cloud sync and an AI health assistant.7Health parameters from one fingertip deviceRead the case study 
Real-time computer visionReal-Time Gesture Gaming for IPL & Live EventsTouchless gesture games running on edge GPUs at Tata IPL and brand events, for crowds of walk-up players.<100msGesture recognition latencyRead the case study 
Robotics · Conversational AIMisti 2.0 — Autonomous Service Robot for Events and HospitalityMisti 2.0, our full-size service robot, greets, serves and answers guests at live events and in hospitality.175+CTOs and tech leaders served at Inc42Read the case study
Netherlands
AustraliaWHERE WE'VE DELIVERED
Client work in six countries.
The countries named in our case studies and client reviews. Engineering happens in Kolkata; prototypes and finished units ship to the client.
- United StatesOffice and clients
Technology partner to iAvatars LLC in Michigan, a benefits-enrollment platform in use in Texas and Oklahoma, and our office in Sterling Heights, Michigan.
- United KingdomClients
Circuit-board design, firmware integration and embedded testing for clients in London and Manchester.
- GermanyClient
Engineering work for a client in Wiesbaden, reviewed below.
- NetherlandsClient
An edge-AI front-desk kiosk that runs entirely on the device, for a technology company.
- AustraliaClient
A fingertip health monitor with a phone app and an AI health assistant, for a health-technology company.
- IndiaEngineering HQ
Our engineering headquarters and workshop in Kolkata, and enterprise clients including Tata and ITC.
CLIENT REVIEWS
What clients say.
Every published client review on our site, with our ratings on Google and Clutch.
Excellent communication with an extraordinarily talented team, I will come back again for future projects, without any second thought.
Aeonix demonstrated excellent technical expertise throughout our embedded hardware development project. Their team understood our requirements quickly, provided practical engineering solutions, and maintained clear communication at every stage. The quality of their PCB design and firmware integration was particularly impressive. It was a pleasure working with such a capable and dedicated engineering team.
I had a great experience working with Aeonix on a circuit board for my latest robotics project. Their team is highly professional, very responsive, and exceptionally easy to communicate with. Their prior experience in building robots was a huge asset and really showed in the quality of their work. I highly recommend them to anyone looking for a skilled and reliable engineer.
Aeonix did an outstanding job on the Raspberry Pi & LiDAR embedded unit testing project. They went above and beyond what was required to ensure everything was working correctly and took the time to explain the setup and answer all of my questions.
Throughout the project, they were incredibly patient, responsive, and helpful, even when there were delays on my side. Their technical expertise, professionalism, and willingness to assist made the entire process smooth and stress-free.
I would highly recommend Aeonix to anyone looking for an experienced embedded systems developer and would not hesitate to work with him again in the future.
Very professional and dedicated team, with high attention to details and committed to result.
Aeonix Research and Innovations LLP delivered the project on time, resulting in over 10,000 automated calls per day and higher response and engagement rates. The team demonstrated strong project management and technical expertise and was highly responsive to the client's evolving needs.
HOW WE WORK WITH US TEAMS
A clear process, across the time difference.
The same four steps on every project, run remotely with your team.
- 01Discovery & architecture
We start from what you're shipping and its constraints, and define the system architecture before code is written or boards are routed.
- 02Design & engineering
Hardware, software and AI are designed in parallel: schematics, firmware, ML models, UI and cloud.
- 03Integration & testing
Everything comes together and is tested under real conditions: voltage variation, network drops, temperature and real users.
- 04Delivery & iteration
Prototypes are built and tested in our Kolkata workshop and shipped to you for evaluation. After launch we monitor, iterate and optimise.
- Time difference
Kolkata is 9½ to 10½ hours ahead of US Eastern time. We agree regular call times that suit both teams.
- Reply within one business day
Send us a brief and we come back with our perspective on what it would take, typically within one business day.
- Remote by default
Scoping, design reviews and demos run over video calls and email, from the first brief to handover.
- NDA before details
We're happy to sign an NDA before you share details. Several projects on this site are shown without the client's name.
- A US office
Our office at 2002 Newell Drive, Sterling Heights, Michigan is on +1 (586) 272-6189.
QUALITY & SECURITY
Certified for quality and information security.
Five ISO certifications cover how we build, how we run IT services and how we protect information. Each badge opens its certificate.
ISO/IEC 27001:2022Information security management
ISO 9001:2015Quality management
ISO/IEC 20000-1:2018IT service management
ISO 45001:2018Occupational health and safety
ISO 14001:2015Environmental management
- NVIDIA Inception program member
- 5+ patents filed, 1 granted
- 7 peer-reviewed papers
Our engineering work has been featured in
FAQ
Questions US teams ask us.
Do you work with US companies remotely?
Yes. Our engineering team is in Kolkata, India, and we work with US teams over video calls and email, from the first brief to handover. Our US office is at 2002 Newell Drive, Sterling Heights, Michigan.
How do you handle the time difference?
Kolkata is 9½ to 10½ hours ahead of US Eastern time and 12½ to 13½ hours ahead of Pacific time. We agree regular call times that suit both teams, and we typically reply within one business day.
Will you sign an NDA?
Yes. We're happy to sign an NDA before you share details, and several projects on this site are shown without the client's name.
Which certifications do you hold?
ISO/IEC 27001:2022 (information security), ISO/IEC 20000-1:2018 (IT service management), ISO 9001:2015 (quality), ISO 14001:2015 (environment) and ISO 45001:2018 (occupational health and safety). We are also a member of the NVIDIA Inception program.
Do you build software without hardware?
Yes. Many of our software projects are standalone platforms, such as the health-insurance enrollment platform on this page. Where there is hardware, the same team builds the full stack: PCB, firmware, AI models, apps and cloud.
How do prototypes reach us?
We build and test prototypes in our Kolkata workshop and ship them to you for evaluation, then iterate on your feedback.
How do we start?
Tell us what you're building through the contact form, or call our US office on +1 (586) 272-6189. We typically reply within one business day with our perspective on what it would take.
START A PROJECT
Tell us what you're building.
From early-stage idea to working prototype, we'll come back with our perspective on what it would take, typically within one business day.
Working with a team in the UAE? See our UAE page- US office2002 Newell DriveSterling Heights, MI 48310, USA+1 (586) 272-6189
- Engineering headquartersKolkata, India+91 86172 19494
- Emailcontactus@aeonixinnovations.com