TinyML model design
Compact models built for microcontrollers.
Deeptech & IoT
TinyML Development
- TinyML model design
- Sensor data collection
- Ultra-low-power inference
- Firmware integration
Transform your business with TinyML Development
Understanding TinyML Development
TinyML is machine learning designed to run on microcontrollers and other ultra-low-power devices with very limited memory and compute.
- TinyML model design. Compact models built for microcontrollers.
- Sensor data collection. Data gathering and labelling from real devices.
- Ultra-low-power inference. Always-on detection with minimal battery use.
- Fixed-scope discovery milestones
- Senior engineering leads on every project
- Transparent code ownership and delivery
200+Projects delivered
98%On-time delivery
4.9/5Client rating
★★★★★Rated by real clients on Clutch
Solutions
TinyML Development products we engineer
TinyML models that run on microcontrollers with kilobytes of memory — always-on intelligence on a coin-cell battery.
Sensor data collection
Data gathering and labelling from real devices.
Ultra-low-power inference
Always-on detection with minimal battery use.
Firmware integration
Models embedded in your device firmware.
Accuracy and size trade-offs
Measured on target hardware.
Model updates
Over-the-air model refresh.
Problem → solution
What slows TinyML Development teams down — and how we fix it
Notes from our TinyML Development discovery workshops: the problems we hear most, what we do about them, and what changes as a result.
The problem
Hardware, firmware and cloud teams work in silos
What we doOne team designs the board, writes the firmware and builds the cloud and app — so interfaces are agreed early and nothing falls between the gaps.
Longer battery life. Tested against production benchmarks.
The problem
Devices drain batteries or drop off the network
What we doPower budgets, sleep modes and radio choices are designed in from the start and tested in the field.
Reliable connectivity. Tested against production benchmarks.
The problem
Prototypes never make it to production
What we doWe design for manufacturing, certification and remote updates from the first schematic.
Faster time to market. Tested against production benchmarks.
Why Pyzen
A partner who knows TinyML Development
Domain knowledge plus senior engineering — software that works in the real world, not just in a demo.
Domain-aware teams
Engineers and analysts who have shipped in your sector.
Security first
Data protection, access control and audit trails as standard.
Fits your stack
We integrate with the systems you already run.
Speed to value
Pilots in weeks, with results you can measure.
Products
TinyML Development products we launch
Beyond core systems, these are the products teams most often ask us to build.
How we deliver
A proven path for TinyML Development projects
Short, transparent phases with working software at every step.
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Discover
We map goals, users, systems and constraints in a short workshop.
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Design
Journeys, architecture and clickable prototypes tested with real users.
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Build
Agile sprints deliver working software every two weeks.
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Test and secure
Automated tests, security reviews and compliance checks.
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Launch and scale
Go-live support, monitoring and continuous improvement.
Ready to build for TinyML Development?
TinyML models that run on microcontrollers with kilobytes of memory — always-on intelligence on a coin-cell battery. Start with a free discovery call with our team.
Plan your device project →Proof from our work
Results we have delivered
Real Pyzen projects, chosen for their relevance to TinyML Development.
Medical AI research
NDA protected
DG Rakshak
View case study ↗
Breast Cancer Detection AI
Clinical-grade diagnostic and imaging assistance for cancer research — CNN classification combined with U-Net segmentation.
96.8%
Accuracy
60%
Faster diagnosis
Climate tech
NDA protected
Passifi Tech
View case study ↗
Climate Data Classification
Large-scale climate intelligence and environmental classification platform for advanced data processing.
99.8%
Accuracy
10x
Faster analysis
Insurtech solutions
NDA protected
Max Life Insurance
View case study ↗
Health Data Visualization
Secure analytics suite and health data visualisation platform for high-volume enterprise tracking.
99%
Policy accuracy
5x
Faster underwriting
Client voices
Buyer confidence for TinyML Development
Specific proof, direct communication and measurable delivery — in our clients’ own words.
Rated by real clients
Verified reviews on Clutch ★★★★★
Pyzen Technologies provided us with a reliable web scraping and data automation solution for our business research needs. Their team understood the requirement clearly, managed the data extraction process professionally, and delivered accurate data on time. We were impressed with their communication, technical knowledge, and support.
I will without a doubt recommend the e-commerce solutions of Pyzen Technologies. Kudos to their amazing staff for the great work. I can proudly say your team will reach great heights.
We were searching for a best app development company in noida for almost two months. Now that we are working with Pyzen Kudos to their entire team. Appreciate your dedicated efforts. Looking to work with you soon in the future!
Deeply satisfied by Pyzen Technologies’ services. Their e-commerce and mobile application services are surely commendable. I would definitely rate them 5/5.
I needed some mobile application solutions urgently. I can confidently say Pyzen has provided top-notch services on time. I wish to associate with them again soon.
Can you take a product from idea to manufactured device?
Yes. We cover concept, hardware design, firmware, cloud, apps and support through prototyping, certification and handover to manufacturing partners.
Can you work with our existing hardware?
Yes. We regularly write firmware, drivers and integrations for boards and modules our clients already use.
More services
More from Deeptech & IoT
Most projects combine several services. We help you choose the right mix.
Start a conversation
Let’s talk about TinyML Development.
Emailsales@pyzenlabs.com
Phone+91 99718 38777
NoidaSector 62, Uttar Pradesh
GurugramUdyog Vihar, Haryana