What Grovety does

Grovety Inc. is a Delaware-incorporated AI software IP company that develops pre-trained neural network modules for microcontrollers, enabling OEMs to embed offline voice, security, and multimodal AI capabilities into ultra-low-power embedded products. Its technology stack spans offline ASR (English, ~19M-parameter fully convolutional model achieving 3.9% WER on LibriSpeech test-clean), neural TTS with a GAN-based vocoder, custom Small Language Models (TinyLM, including TinyStories), critical-sound detection (SoundGuard), spoken numeric PIN recognition (VoicePIN), Visual Wake Words, and a fusion logic combining vision and audio channels with AND/OR/priority rules. The platform targets ESP32-S3 for prototyping and Arm Cortex-M55 + Ethos-U55 for production deployment, with announced U85 support extending compute to ~4 TOPS at 1 GHz; additional validated silicon includes Alif Ensemble (E3/E5/E7) and Himax HX6538. A deterministic hybrid NLA&Retrieval engine powers a hallucination-free On-device Documentation Assistant that runs fully on microcontrollers.

The company monetizes through a three-stage IP licensing motion (PoC → Project → Volume, with PoC fees credited toward the final license), evaluation hardware kits (Voice Kit, Security Kit, Multimodal Kit, VoxControl Kit, TinyTTS Kit) sold through the Elecrow online store, custom IoT product development services, and a Product Explainer Panel service for trade shows and showrooms. Grovety serves OEMs across smart appliances, smart city and security, toys and EdTech, robotics, and access control; documented enterprise deployments include 700 Smart Meeting Room Panels across 12 business centers of a property-management customer, a 900-unit Elevator Ad Panel fleet, and Smart-City Streetlight Controllers in volume production at 2,000–2,500 nodes per day. The company operates a distributed team across offices in Wilmington DE (legal), San Diego (US project management), Yerevan and Belgrade (R&D), and Seoul (Asia sales), under CEO Hae Yeon Min.

The go-to-market blends OEM-embedded licensing with a community-led layer targeting the DIY/maker ecosystem via Hackster.io open-source projects that double as trust-building proofs for enterprise buyers. Strategic silicon and hardware partnerships with Arm, Alif Semiconductor, Himax Technologies, Nordic Semiconductor, MiBoxer, and Elecrow (also Grovety's primary hardware distributor and official Solution Partner) anchor the reference-design stack, while Elecrow serves as the go-to-market storefront for evaluation kits. Pricing is largely quote-based; one disclosed SKU, the CrowPanel Meeting Room Panel base version, is free for download with paid hardware.

Name

Grovety

Legal name

Grovety Inc.

Website

https://grovety.com

Company type

Private

Founded year

1991

Operating status

Operating

Headcount range

11–50 employees

Short description

Grovety licenses pre-trained AI neural modules — offline ASR, TTS, TinyLM, SoundGuard, VoicePIN — to OEMs embedding voice, security, and multimodal AI into microcontroller-based devices across smart appliances, smart city, EdTech, robotics, and access control verticals.

Ownership category

akta.pro rank

Headquarters

HQ city

Wilmington

HQ country

United States

HQ region

North America

Offices5 records

Markets served

GTM type

B2B

Offering type

Software

Cost components

Personnel, Technology or R&D, Marketing or Sales, Operations, Infrastructure

Revenue model

1. AI Software IP Licensing: Grovety licenses AI software modules (SW IP) for microcontrollers. Three-stage licensing: PoC license (quick validation), Project license (tuned models + integration support), Volume license (mass deployment). PoC fees are credited toward licenses. No lock-in: portable IP, stable APIs, OEM retains integration code.
2. Evaluation Kits (Hardware + SW IP): Ready-to-use hardware boards with pre-installed, working SW IP. Each kit includes board, running SW IP, documentation pack, API description, metrics sheet. Kits boot to working demo on first power-up. Includes Voice Kit, Security Kit, and Multimodal Kit.
3. Custom IoT Product Development: End-to-end embedded product development services: firmware, UI/HMI design, hardware selection, integration, and testing. Helps companies turn Elecrow hardware into complete embedded HMI products. From prototype through MVP to commercial release.
4. Product Explainer Panel Service: Product explanation sprint service: prepares 60-second product story, use cases, buyer/engineer/OEM paths, FAQ, screen flow for panel. Deployed on demo panel for trade shows, showrooms, partner offices.

Pricing tiers

Go-to-market motion3 records

Distribution channels4 records

Marketing channels7 records

Core offering

Grovety licenses AI software IP modules (SW IP) for microcontrollers that enable embedded devices to listen, understand, talk, and see — all offline and ultra-low-power. The portfolio covers offline ASR, neural TTS, TinyLM dialog/intent, SoundGuard critical-sound detection, VoicePIN spoken PIN, Visual Wake Word, Sound Wake Word, and audio-vision fusion logic. It also offers evaluation kits (Voice Kit, Security Kit, Multimodal Kit, VoxControl Kit, TinyTTS Kit) and reference products such as Gate (offline ANPR), plus custom embedded product development services.

Product overview

Grovety is an AI software IP company that licenses software modules for microcontrollers, enabling devices to listen, understand, talk, and see — all offline, ultra-low power. The product portfolio includes core Voice & Interaction modules (ASR, TTS, TinyLM), Security modules (SoundGuard, VoicePIN), and Multimodal fusion (VWW, SoundWW). Grovety also offers reference products including Gate (offline ANPR), Smart Meeting Room Panels, Elevator Ad Panels, and Smart-City Streetlight Controller. Evaluation kits (Voice Kit, Security Kit, Multimodal Kit, VoxControl Kit, TinyTTS Kit) enable OEM proof-of-concept development. Services include HMI Panel Software development and Product Explainer Panel creation. The technology runs on ESP32 for prototyping and Arm Cortex-M55 + Ethos-U55 for production deployment.

Differentiator

Problem solved

Functional benefit

Products and services

• Voice & Interaction AI software IP module bringing offline voice capabilities to microcontrollers, including ASR (English), TTS, and Small Language Models for dialog, intent recognition, and storytelling. Licensed to OEMs for embedding into smart appliances, access control, robotics, and other embedded products.
• SoundGuard Offline critical sound detection IP block that detects gunshots, screams, crashes, alarms, and glass break. Tunable for different environments, noise levels, and device acoustics, with customizable thresholds.
• VoicePIN Offline spoken numeric PIN recognition IP block for secure access control. Configurable phrase set and PIN length, robust in noisy conditions; intended for gates, doors, and devices requiring spoken credential verification.
• Multimodal (Vision + Sound) Vision and audio fusion module combining Visual Wake Word (VWW) and Sound Wake Word (SoundWW) with AND/OR/priority logic to reduce false alerts and save energy on event-driven camera and device activation.
• Gate (Offline License Plate Recognition) Standalone offline ANPR gate opener built on Himax HX6538. Reads license plates, checks whitelist, and triggers gate opening — fully offline with no cloud and battery-powered option.
• Self-Explaining Devices Self-explaining devices bounded runtime that connects device state, error codes, and documentation to guided resolution. Provides deterministic, testable, and traceable responses drawn only from approved device documentation, eliminating hallucinations.
• Smart Meeting Room Panels Two-panel meeting room system delivering free/busy status, Google Calendar integration, MiBoxer control for privacy glass/lighting/ventilation, and fully offline voice control for room booking and device management.
• Elevator Ad Panels In-cabin ad-revenue media panel system on Elecrow CrowPanel (ESP32-P4) with offline looped playback, watchdog protection, and content updates via Wi-Fi, USB, or SD card.
• Smart-City Streetlight Controller LoRaWAN/BLE smart streetlight controller node in NEMA/ANSI C136.41 form factor supporting remote dimming, scheduling, energy metering, fault reporting, and BLE commissioning for city and municipal deployments.
• HMI Panel Software (Custom Development Service) Custom embedded HMI software development, UI design, integration, and product engineering service delivered as an Elecrow CrowPanel Solution Partner, covering firmware, UI/HMI design, hardware selection, integration, and testing.
• VoxControl Kit (ESP32-S3) DIY evaluation kit with three applications: ASR + intent-to-command for a toy robot, AI Teacher for offline educational Q&A, and a VoicePIN demo for spoken numeric PIN access.
• TinyTTS Kit First neural speech module for makers enabling offline TTS generation on microcontrollers without cloud dependency.
• Voice Kit Evaluation kit including ASR (EN), TTS (EN), and TinyLM for OEMs to validate dialogs, command flows, and educational scenarios.
• Security Kit Evaluation kit including Critical Sound Detection (SoundGuard) and VoicePIN for OEMs to add safety and secure offline access features to products.
• Multimodal Kit Evaluation kit including VWW + SoundWW + Fusion Logic for OEMs to reduce false alarms, save energy, and create Pro SKU devices.
• Product Explainer Panel Service Interactive touchscreen panel service for exhibitions, showrooms, partner offices, and sales demos. Combines a 60-second product story, role-based visitor paths (buyer / engineer / OEM), FAQ, screen flow, and optional voice interaction.
• On-device Documentation Assistant On-device voice-based Q&A system using context-aware passage retrieval that runs entirely on a microcontroller. Uses neural networks but behaves deterministically, responding only from official device documentation with no hallucinations by design.
• Panel for Meeting Room (Base Software) Base-version software for the CrowPanel Meeting Room Panel; free for download, with the panel hardware available separately from Elecrow.

Quantifiable outcome

• Test time cut from ~6 minutes to 1-2 minutes per node for streetlight controller production
• +4 more outcomes

Named customers3 records

Segments5 records

Ideal customer profiles4 records

Technology focussed Yes

API detail

Has API

Yes

API docs

API detail

Core technology

AI maturity

App detail

Integration5 records

AI capability9 records

Feature11 records

Partnerships

Six partnerships are on record, tiered core and supporting.

• ArmcoreTechnology or IntegrationArm partnership provides the foundational platform for Grovety's AI software IP. Grovety's technology runs on Arm Cortex-M55 processor with Helium vector extension and Arm Ethos-U55 microNPU. The Ethos-U55 accelerates convolutions, depthwise layers, fully-connected and matrix multiplications. Models compiled with Arm Vela into optimized binaries.
• ElecrowcoreOEM/ Whitelabel/ Licensing PartnerElecrow is Grovety's primary hardware platform and distributor partner. Grovety is an official 'Elecrow CrowPanel Solution Partner' providing embedded HMI software and product development services using Elecrow hardware. Elecrow supplies CrowPanel modules (ESP32-S3, ESP32-P4), nRFLR1110 wireless transceiver, Pi Terminal, and other embedded platforms. Grovety builds custom firmware, UI/HMI, and product integration on Elecrow hardware.
• Alif SemiconductorcoreTechnology or IntegrationAlif Semiconductor provides the Ensemble series MCUs (E3/E5) featuring Arm Cortex-M55 + Ethos-U55 architecture. Grovety's technology is validated on Alif Ensemble 7 AI/ML App Kit. The Ensemble platform offers heterogeneous MCU architecture with multiple power domains and autonomous intelligent power management (aiPM) for battery-driven edge AI scenarios.
• Himax TechnologiescoreTechnology or IntegrationHimax HX6538 (WE2) is a validated platform for Grovety's AI technology. Features Arm Cortex-M55 + Arm Ethos-U55 built for battery-driven edge scenarios with multi-level power management. Powers the Gate offline license plate recognition module and multimodal PoC reference designs.
• MiBoxersupportingTechnology or IntegrationMiBoxer TRI-C1 and FUT035S+ receivers integrated with Grovety's Smart Meeting Room Panel system. MiBoxer devices control privacy glass (opaque ON/OFF), lighting, and ventilation through the panel interface. Custom PWM profiles developed for quiet fan operation.
• Nordic SemiconductorsupportingTechnology or IntegrationNordic nRF52840 and nRF52833 MCUs used in Grovety products. nRF52840 integrates BLE/Thread with Semtech LR1110 for LoRa plus low-power GNSS and Wi-Fi scanning in streetlight controller. nRF52833 provides Bluetooth 5.2 LE connectivity in Gate ANPR module for power management and sensor processing.

Scale indicators5 records

Recent moves6 records

Expansion highlights6 records

Direct peers

• Syntiant: Syntiant builds ultra-low-power neural decision processors and ML models for always-on audio and sensor processing on edge devices. Highly comparable to Grovety's always-on wake word, sound detection, and voice-trigger offerings on resource-constrained MCUs.
• Sensory Inc. Sensory provides embedded voice recognition, wake word, voice biometrics, and sound detection SDKs for IoT and consumer devices. Directly comparable to Grovety's VoicePIN, SoundGuard, and offline ASR/TTS IP for microcontrollers.
• Picovoice: Picovoice offers on-device voice AI (Leopard, Cheetah, Porcupine) and Leopard Speech-to-Text designed for edge and embedded use. Competes head-to-head with Grovety's offline ASR, wake word, and on-device LLM-style capabilities for MCU-class hardware.
• Edge Impulse: Edge Impulse provides an edge AI/ML platform and model zoo targeting microcontrollers and tiny devices. Comparable to Grovety's developer tooling for building and deploying on-device models, with overlapping OEM customer base.
• BrainChip: BrainChip offers the Akida neuromorphic processor IP and reference models for ultra-low-power edge AI. Comparable to Grovety's MCU-class AI positioning, with overlapping always-on audio and vision inference use cases.
• Cerence: Cerence builds embedded voice AI and conversational assistants, primarily for automotive but increasingly for IoT and smart appliances. Closely comparable to Grovety's offline voice, intent, and dialog capabilities targeting embedded OEMs.

Broad incumbents

• Qualcomm: Qualcomm offers the AI Engine across Snapdragon and low-power IoT chips, with edge AI SDKs and voice trigger IP. A broader incumbent that overlaps with Grovety's space through integrated silicon-plus-software offerings, though not specialized in MCU-only offline AI.
• STMicroelectronics: STMicroelectronics produces the STM32 family with the AI/ML Cube expansion and reference speech recognition models. Competes with Grovety in the low-power MCU edge AI space but as a broader silicon-and-tools incumbent.
• NXP Semiconductors: NXP offers the i.MX RT series and Voice/Audio solutions for edge AI and voice-enabled embedded devices. A broad incumbent that overlaps with Grovety's MCU voice AI focus, particularly in industrial and consumer smart device categories.

Emerging players

• Espressif Systems: Espressif makes the ESP32 and ESP32-S3 chips that Grovety uses for prototyping, and also offers its own ESP-SR offline speech recognition SDK. An emerging player that is both a hardware partner and a partial competitor in the same offline-on-MCU voice AI niche.

Market position

Strengths5 records

Weaknesses5 records

Competitive moat5 records

Key risks7 records

Key highlights7 records

Customer concentration

• LinkedInlinkedin.com/company/grovety-inc

Revenue estimate

Valuation estimate

Number of profiles

Profiles1 record

Funding overview

Funding rounds

Investors

Funding detail is available on the Subscription and Enterprise plan.Contact sales →

M&A

Investments

M&A and investment is available on the Subscription and Enterprise plan.Contact sales →

Frequently asked questions about Grovety