AI Engineering
Ecommerce Engineering
Product Engineering
Product Design
Platform & Integrations
Managed EngineeringIntelligence That Doesn’t Leave The Device
We build the runtime, not just the demo.
On-Device & Edge AI Development For Real-Time, Private Inference
On-device AI runs the model where the data already lives: the phone, the sensor, the terminal, the vehicle, without a call to a server to get an answer. Unlike a cloud API, on-device inference trades a slower device for zero round trip, no dependency on someone else’s uptime, and data that never has to leave.
Businesses deploy on-device models to keep interfaces responsive without a connection, keep data on the device when a contract says it has to stay there, and cut the marginal cost of every inference to zero once the model ships. At Sookshum Labs, we build production-grade edge deployments, not demos. Every model ships with a measured fallback and a real update path.
- Tailored edge AI solutions for mobile, embedded, and industrial hardware
- Model compression, quantization, and on-device benchmarking
- Edge AI consultation and deployment strategy
- Multi-platform integration: iOS, Android, embedded Linux, RTOS
A Cloud Call Isn’t Always There To Answer.
A feature that depends on a network round trip is a feature that only works where the network cooperates. In a demo, that’s every time. On a factory floor, a flight, or a rural route, it’s the difference between a product and a placeholder.
The Feature That Only Works In The Office
The Data That Wasn’t Allowed To Leave
Six Ways An Edge Feature Actually Gets Built.
This isn’t a department with a roster behind it. It’s the same team, applying the discipline behind ScoreSmart to whatever the client’s device needs next.
Target Device Profiled
Compression And Re-Measurement
Runtime Integration
Fail-Closed Design
Field Evaluation
Managed After Launch
A Process Built for the Real World
Four practical steps turn an AI model into a dependable edge system: understand the hardware, optimize and verify the model, define what happens when confidence drops, and keep measuring after deployment.
Profile The Device
Chip, memory, and battery budget measured, not assumed from a spec sheet.
Compress And Verify
The model gets smaller. Accuracy gets re-checked, every time, against the same set.
Ship with A Fallback
A defined path for when the on-device answer isn’t confident enough to give.
Monitor In The Field
Drift and battery impact tracked after launch, not assumed to hold forever.
Where On-Device AI Earns Its Place.
Five sectors where running the model on the device beats a round trip to a server.
Healthcare
Ecommerce & Retail
Fitness & Sports
Business Solutions
On-Demand Solutions
What Clients Say
What clients say about working with us.
I have been working with Sookshum Labs directly and indirectly for over two years and very much recommend this company. We have been commissioning apps and websites for our clients in the UK using Sookshum Labs development services.
Our journey into the world of eCommerce started around eight months ago. We knew what we wanted but had no idea of how to get there. Sookshum-Labs patiently guided us and worked with us, at our speed, to build an eCommerce store we are proud of. Right from the start we found them to be professional and efficient. They did what they said they would do, on time and as agreed. We never had to push them for deliverables. Their project management was tight, and I felt we were always in control of our project. I would not hesitate to work with Sookshum-Labs again.
We have been working with Sookshum Labs for close to two years and they are outstanding. We have a fairly complex ecommerce site and regardless of the problem, Vipin and his team are fast to respond, fix, and offer solutions that have really helped our company. They are incredibly strong communicators, do excellent and fast work, and I could not recommend them more highly.
I had the pleasure of working with the Sookshum Labs on various projects (Magento – mobile development) and I recommend them for their attention to details and ability to deliver high quality web design. The team went above and beyond our expectations. I would strongly recommend them.
Wonderful experience with Sookshum Labs team. Projects were estimated accurately, team was responsive and clear, launches were smooth and they were able to accommodate some complex customizations and commerce rules. Thank you!
Moved our whole mobile and web build here after our last vendor missed the timeline and blew the budget. Three stores then, five now.
I have worked with Sookshum Labs many times now. I am always impressed by their professionalism, the high quality of their work, and their timeliness in completing work by the due date. I highly recommend them to anyone in need of engineering and development services. Keep up the great work!
Sookshum Labs team are very good at what they do. I recommend them strongly.
Talk to the practice, not a sales queue.
30 minutes with an engineer who has shipped this exact problem before.