We turn microcontrollers into conversational partners

Dialogs, security, multimodal triggers —
real and ready
Once cloud-only, now on microcontrollers with our IP

We license AI software modules (SW IP) for microcontrollers that bring real intelligence to embedded devices: they can listen, understand, talk, and see — all offline, ultra-low power.

Signal in → AI out
Pre-flashed neural modules. No Linux, no flashing — just call our API.

Our Products: AI Software IP for Microcontrollers

Voice & Interaction

Offline ASR (EN)

Interprets intent

Custom Small LM

Supports dialogs

TTS (EN)

Q&A, storytelling

Security
Always-on edge protection

VoicePIN

Offline numeric PIN

SoundGuard

Real-time alarm sound detection

Multimodal (Vision + Sound)

Smart access control

Visual Wake Words,
Object recognition

Wildlife camera traps

Visual Wake Words
for animal recognition

Why OEMs Choose Us

Cloud-standard features, offline

Voice, security, multimodal AI now run on microcontrollers.

De-risked adoption

DIY demos, eval kits, and PoCs show value fast.

Platform flexibility

From ESP32 prototypes to Arm® Ethos™ production.

Proven maturity

API, metrics, and integration guides already in place.

Plug-and-play inference

Pre-flashed modules: signal in, inference out — no OS, no driver setup.

OEM Benefits

Faster time-to-market

PoCs deliver in weeks, not months.

Lower OPEX

Fewer false alerts, less cloud use, fewer service calls.

Minimal BOM increase

A microphone or trigger logic adds premium features at tiny cost.

New revenue streams

Launch Pro SKUs and expand into new markets.

Privacy & compliance

All logic runs offline, simplifying approvals.

Ride the Waves of Edge AI

Be First with TinyLM on MCU

  • LLM features running fully offline.
  • Interprets intent, supports dialogs, Q&A, storytelling.
  • Ship the feature everyone will talk about.

Lead with Multimodal Edge AI

  • Combine vision and audio, like GPT-4o — but offline.
  • VWW + SoundWW triggers = smarter, energy-aware devices.
  • Launch assistants your competitors can’t match yet.

Win with Private & Secure AI

  • Privacy and regulations move AI from cloud to device.
  • SoundGuard + VoicePIN = always-on protection, fully offline.
  • Deliver compliance-friendly innovation and peace of mind.

Solutions Across Industries

Smart Appliances

  • Voice UI for microwaves, AC, washing machines.
  • Not mp3 — real dialogs & dynamic TTS status.

Smart City & Security

  • SoundGuard detects critical sounds offline.
  • VoicePIN adds offline access.
  • Gate — Offline License Plate Recognition Gate Opener.

Toys & EdTech

  • AI Teacher for English & math.
  • TinyStories + TTS: offline storytelling.

Robotics

  • VoxControl Kit demo: offline voice dialog.
  • Multimodal triggers (VWW + SoundWW).

How We Work

01
Evaluate
We provide a demo module, access to prototype projects, and API; you test your scenario on your own setup
02
Pilot
We fine-tune models and parameters together; if needed, you can plug in a custom network via our API
03
License & Integrate
You license the SW IP, embed it into your device, and scale up production

Proof that Builds Trust

Real-world creativity fuels OEM success

It can look like a contradiction: we build embedded AI modules and software IP for OEM integration — yet we actively invest in the DIY / maker ecosystem.

It isn’t a contradiction. It’s our strategy. Here’s why:

  • Proven by real people.
    We ship early to engineers, educators, and makers who push limits, test edge cases, and give blunt feedback. By the time OEMs touch it, the tech is field-tested.
  • Ready-made use cases.
    Public projects (Hackster/Tindie) show practical applications — from voice-driven toys to access control — so OEMs can adapt proven ideas and derisk prototyping.
  • Social proof → trust.
    Partners don’t just see specs — they see results reproduced by independent developers.
  • Two-way innovation.
    We don’t just publish — we listen. The community suggests features, tests betas, and sometimes invents new use cases that make the product better before scale.
  • Community energy, enterprise stability.
    DIY is our sandbox for innovation and ecosystem growth; OEM customers get the benefit as curated, stable, enterprise-ready solutions.
DIY projects are not products — they are trust-building proofs that make OEM adoption faster, safer, and more inspiring.

Ready to Add Voice & AI to Your Devices?

We help OEMs and integrators reduce risks, accelerate development, and add intelligence to their devices.

Get Modules
See Prototypes (Hackster)
Ask a Question

Fast Proof of Concept

Modules
Ready-to-use HW+SW modules
API
Simple developer interface for OEMs
Prototypes
Real Hackster projects
(gate barrier, wildlife trap, smart toy)

Partners

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