The future of dentistry starts with the right base layer
AIzac delivers advanced speech & language AI to power dental software and technology.
Built on dentistry's only LLM (Densper), our speech-to-text, natural language processing, voice
commands, summarization, and real-time translation provide voice intelligence to your software and
systems - enabling automation, faster workflows, and better user experiences.
We provide advanced speech & language intelligence without building models. Through
consultation, our experts support you through the integration process, offering technical
guidance, deployment support, and access to testing environments. Let us help you integrate AI
into your systems - efficiently, securely, and with confidence.
LLM
Densper™ - Dentistry's Intelligence Layer LLM
A vertically integrated, dental-specific language AI intelligence layer built from scratch over
6+ years and 80,000 hours of recordings. With only 50B parameters, our LLM is faster, more
accurate and uses fewer tokens. Ideal for anyone concerned about data privacy.
Denspeak™ - Speech-To-Text Optimized for Dentistry
Our speech recognition engine is specifically optimized for the unique acoustic conditions found
in dental environments. Our process achieves both high recognition accuracy and efficient engine
resource utilization to achieve stable and accurate performance.
AI Perio Note (voice perio charting) and AI Scribe (clinical note transcription) use our LLM and
STT. Ideal for legacy PMS software who want to add modern AI features without the time and
expense of development. Our solutions can be set up and configured in just a few weeks.
Maximum Compliance - HIPAA, ISO and SOC-2 Certified
A creator, not a reseller
While other solutions merely act as intermediaries - calling third-party LLM APIs - AIzac owns and
operates its own in-house LLM infrastructure, making it a true creator rather than a reseller.
Your data is secure
AIzac is SOC-2, HIPAA and ISO certified so your data is secure.
No external API fees
Because AIzac operates its own infrastructure models, there are no external API usage fees passed
on to clients. This creates a sustainable, cost-efficient pricing structure.
AIzac delivers the ideal balance between speed, accuracy and security.
Speech Technology
Industry-leading technology that reconstructs clean speech from noisy input
Densper incorporates a speech recognition engine specifically optimized for the unique
acoustic conditions of dental clinics. To achieve stable, accurate performance in this high-noise
environment, the system integrates several coordinated stages.
Speech Enhancement (SE) - reconstructing clean speech from noisy input
Removes environmental noise, reverberation, and background interference to improve speech quality and intelligibility, enabling high-accuracy recognition.
The SE model can be fine-tuned, allowing optimization for specific acoustic environments.
A dual-decoder architecture (magnitude and phase) enables high-fidelity speech reconstruction.
The service architecture matches the performance of transformer-based models while reducing computational load by approximately 70% (2.26 GFLOPs → 0.76 GFLOPs).
Noise-Robust Training - modeling dental machine and ambient noise
A Phase-Aware Decoding architecture enhances noise robustness while preserving signal fidelity.
Complex Linear Layer training learns both magnitude and phase components simultaneously, preserving the full spectral representation compared with magnitude-only approaches.
Strengthened temporal coherence enables accurate reconstruction of the attack/decay envelope and improves onset detection accuracy by approximately 5-10%.
Voice Activity Detection (VAD) - AI-based detection of speech segments
Conventional VAD tends to misinterpret dental-clinic noise as valid speech, causing recognition
errors in real clinical settings. Densper's fine-tuned VAD accurately identifies and
suppresses noise specific to dental environments, effectively treating it as silence and
preventing misrecognition.
Removes unnecessary silent segments, improving recognition accuracy and resource efficiency.
Trained on noise patterns commonly observed in clinical environments for robust detection.
Supports fine-tuning of the VAD module for environment-specific optimization.
Densper™ SDLM
Densper - The AI Intelligence Layer for Dentistry
A Dental AI Operating Base Layer for Software, DSOs and Dental Schools
Densper is a vertically integrated dental AI platform designed to support advanced speech
recognition, natural language processing, generative AI, and workflow automation across dental
environments. Not an API wrapper or automation layer on top of a general-purpose model, Densper
combines custom speech-to-text, robust noise-cancellation and private, HIPAA-aligned deployment.
As a Secure Dental Language Model (SDLM), Densper gives software companies, DSOs, universities, and
dental technology platforms the opportunity to build AI capabilities on top of a secure,
dental-specific model - without relying on generic AI infrastructure that was never designed for
clinical dentistry.
Densper is a vertically integrated dental LLM designed to support advanced speech recognition,
natural language processing, generative AI, and workflow AI platform automation across dental
environments.
HIPAA-aligned deployment
Not an API wrapper or automation layer on top of a general-purpose model, Densper combines custom
speech-to-text, robust noise-cancellation and private, HIPAA-aligned deployment.
Secure Dental Language Model (SDLM)
Densper gives software companies, DSOs, universities, and dental technology platforms the
opportunity to build AI capabilities on top of a secure, dental-specific model - without relying
on generic AI infrastructure.
Densper AI API
Building Blocks for Voice Intelligence
Densper AI APIs let you instantly add voice intelligence to your systems - enabling automation,
faster workflows, and better user experiences. From transcription to translation, each API is
designed for low latency, high accuracy, and seamless integration. AIzac provides APIs for
speech-to-text, voice commands, summarization, and real-time translation - customizable tools to
embed voice intelligence into your workflow with minimal effort.
Speech-to-Text
Voice Commands
Summarization
Real-Time Translation
NLP
What is Densper™?
Precision voice AI, trained with dental expertise
AIzac's Voice AI Engine uses groundbreaking technology that combines specialized AI voice
recognition for dentistry with advanced solutions. Our AI platform, trained with dental expertise
and voice data allows clinicians precise and efficient charting and data management during
patient visits, all without the need for additional assistance.
Accuracy
Private Dental AI Infrastructure Built for Clinical Accuracy, Security, and Scale
85.2%
Verified clinical-cognitive accuracy: On the INBDE 160-question written cognitive
examination, Densper scored 85.2% - ahead of Gemini, Claude, GPT, and MedGemma.
Efficiency & Cost
Proprietary LLM and AIaaS: Controllable Intelligence at a Rational Cost
While competitors merely act as intermediaries - calling third-party LLM APIs - AIzac owns
and operates its own in-house LLM infrastructure, making it a true creator rather than a
reseller.
AIaaS cost efficiency: Because AIzac operates its own infrastructure models,
there are no external API usage fees passed on to clients. This creates a sustainable,
cost-efficient pricing structure - one of the key enablers of AIzac's long-term market
leadership.
As a result, AIzac delivers the ideal balance between speed and performance, ensuring smooth,
real-time operation for both translation and clinical charting use cases.
Denspeak™ STT
Denspeak - Speech-To-Text Optimized for Dentistry
The Dental STT for Software, DSOs and Dental Schools.
Denspeak's speech recognition engine is specifically optimized for the unique acoustic conditions
found in dental clinics. To achieve stable and accurate performance in this high-noise environment,
the system integrates three key elements.
Voice keyboard
Speech Enhancement (SE)
Technology for reconstructing clean speech from noisy input. Denspeak removes
environmental noise, reverberation, and background interference to improve speech quality and
intelligibility, enabling high-accuracy speech recognition results.
Noise-Robust Training
Incorporating dental machine noise and real clinical ambient noise into the model. By
employing a Phase-Aware Decoding Architecture, the model enhances noise robustness while
preserving signal fidelity.
Active Detection (VAD)
AI-based detection of speech segments. Denspeak's fine-tuned VAD module accurately
identifies and suppresses noise specific to dental environments, effectively treating it as
silence and thereby preventing misrecognition.
Denspeak AI API - Building Blocks for Voice Intelligence
Denspeak's AI APIs let you instantly add voice intelligence to your systems - enabling
automation, faster workflows, and better user experiences. From transcription to translation,
each API is designed for low latency, high accuracy, and seamless integration. AIzac provides
APIs for speech-to-text, voice commands, summarization, and real-time translation - customizable
tools to embed voice intelligence into your workflow with minimal effort.
Denspeak Voice AI Engine - Precision Voice AI Built for Dentistry
Denspeak's Voice AI Engine uses groundbreaking technology that combines specialized AI voice
recognition for dentistry with advanced solutions. Our AI platform, trained with dental expertise
and voice data allows clinicians precise and efficient charting and data management during
patient visits, all without the need for additional assistance.
Performance
Fast, accurate, multi-speaker and multilingual
SpeedAccuracySpeaker diarizationMultilingual
White-Label Products
Are you looking to add AI features to your software?
AIzac provides APIs for speech-to-text, voice commands, summarization, and real-time
translation and can be white-labeled under your brand giving your software a 'refresh' with modern
AI features. Our proprietary LLM provides voice intelligence to your software and systems - enabling
automation, faster workflows, and better user experiences.
AI Perio Note allows clinicians to conduct periodontal examinations while
simultaneously recording results in less time with fewer errors. No need for additional staff -
enabling more efficient use of clinical resources.
Hands-Free Perio Charting
AI PerioNote uses dentistry's most robust large language model to increase efficiency and reduce
errors, helping dental practices standardize care and ensure compliance.
Built-In Voice Commands
AI PerioNote simplifies perio charting in real time without manual typing and turning, saving
clinicians valuable time recording results using intuitive voice commands.
Industry-Leading Noise Cancellation
AI Perio Note automatically distinguishes between unrelated speech, background noise and voice
commands, accurately recording only the user's spoken input into the chart.
How AI PerioNote Works
AI Perio Note demo
Includes All the Essential Voice Commands for Efficient Periodontal Charting
AI Perio Note's intuitive voice commands help effortlessly input essential periodontal exam
items - such as bleeding, vertical bone loss, gingival margin, furcation, suppuration,
calculus, and pocket depth - into the periodontal chart.
Bleeding
Vertical bone loss
Gingival margin
Furcation
Suppuration
Calculus
Pocket depth
Filters Out Unrelated Speech and Background Noise
AI Perio Note automatically distinguishes between unrelated speech, background noise and
voice commands, accurately recording only the user's spoken input into the chart.
*A microphone is required for accurate voice recognition.
Spot At-Risk Teeth Instantly
A user-friendly interface for voice commands and intuitive tooth charts generated from
examination data help clinicians quickly assess periodontal health. By comparing with
accumulated past exam records, practitioners can easily identify trends in the patient's
periodontal condition.
Periodontal Reports Patients Can Understand
With AI-generated reports, providers can explain results quickly and clearly, making patient
communication more efficient.
AI Scribe
AI Scribe - More Clinical, Less Clerical.
AIzac's Voice AI Engine uses groundbreaking technology that combines specialized AI
voice recognition for dentistry with advanced solutions. Our AI platform, trained with dental
expertise and voice data allows clinicians precise and efficient charting and data management
during patient visits, all without the need for additional assistance.
Robust AI Technology
AI Scribe uses dentistry's most robust large language model to increase efficiency and reduce
errors, helping dental practices standardize care and ensure compliance.
Streamlined Documentation
AI Scribe simplifies transcription of clinician-patient conversations using AI, delivering accurate
documentation in real time without manual typing, saving clinicians hours per day.
Increased Efficiency and Joy
AIzac's suite of software increases efficiency and joy in every dental practice, reducing
administrative burden and enhancing the overall experience for both clinicians and patients.
AI Scribe demo
AI Scribe Features
AI Scribe is an AI solution optimized for dentistry that automatically organizes
conversations between clinicians and patients. AI Scribe generates clinical notes accurately by
transcribing conversations of up to four speakers in up to eight languages. AI Scribe automatically
extracts and summarizes key information from consultations into one of the 25 preloaded templates.
4speakers
8languages
25preloaded templates
AI Auto-Scribing: Smart Summaries for PMS
AI Scribe automatically extracts and summarizes key information from consultations, such as
symptoms, diagnosis, and treatment plans, to generate medical documentation. This reduces the
burden of creating electronic medical records and allows healthcare professionals to focus more
on their patients.
Language Translation
AI Scribe supports bi-directional language translation for up to 4 speakers in 8 different
languages.
Translation
Securely Auto-Saving Every Consultation Detail
AI Scribe automatically records consultation conversations, making it easy to review important
details at any time. Powered by the Densper speech recognition engine trained in dental
terminology, it captures every word exchanged between the patient and provider with precision.
By systematically managing consultation records, it helps enhance both the trust and quality of
care.
Real-Time Interpretation for Non-English Speaking Patients
Our AI interpretation feature helps break down language barriers between clinicians and
international patients by enabling smooth and accurate multilingual communication during
consultations. It acts like a smart interpreter - supporting better understanding and ultimately
helping your clinic attract and serve more global patients.
Noise Reduction That Captures Only What Matters
Densper's unique noise reduction technology automatically filters out background noise and
unrelated chatter, recording only the clear and accurate conversations between patients and
clinicians.
*A microphone is required for accurate voice recognition.
A Dental AI Operating Base Layer for Software, DSOs and Dental Schools.
Software Companies
Ideal for legacy PMS software who want to add modern AI features without the time and expense of
development. White-label AI Perio Note and AI Scribe, or embed our STT and LLM APIs directly.
Build AI capabilities on top of a secure, dental-specific model with private, HIPAA-aligned
deployment - without relying on generic AI infrastructure that was never designed for clinical
dentistry.
As a Secure Dental Language Model (SDLM), Densper gives dental schools and universities the
opportunity to build AI capabilities on top of a secure, dental-specific model.
As an SDLM (Secure Dental Language Model), Densper gives dental schools a better, more secure
foundation. Here is what makes Densper a better fit.
Add speech, language, documentation, charting, automation, and intelligence through APIs.
Control privacy and data sovereignty. Deploy in the cloud or on-premise.
Escape API-dependency economics. AIzac owns and operates every model in the stack, so there are no external API usage fees, no third-party rate limits, and no surprise deprecations.
Better performance in real dental environments. Noise-robust recognition, masked-speech tolerance, multi-speaker handling, dental abbreviations, numbers, and terminology — as native capabilities, not post-processing patches.
Training & Methodology
Trained on 80,000+ hours of English speech
AIzac's proprietary STT and LLM were trained on more than 80,000 hours of English speech data.
General data was collected from video and podcasts (~70%), audiobooks (~25%), and additional
English audio datasets (~5%, including government-supported initiatives such as AI Hub), along
with recorded seminars.
Video & podcasts ~70%
Audiobooks ~25%
Other datasets ~5%
The dental dataset comprises original clinical recordings spanning nine specialty departments.
Additionally, portions of the dental dataset were developed using real-world clinical audio
provided by U.S. DSO partners (referenced as C*, A*, W*, and H*), anonymized and used under
appropriate data-use agreements.
These contributed to significantly improved domain accuracy, procedure-specific terminology
recognition, and real-time charting performance.
Company
We are the base intelligence layer for all of dentistry
We leverage world-class AI research and development capabilities, along with a deep understanding
of the latest technology trends, to deliver AI-powered medical solutions that address real
challenges in clinical settings.
By automating repetitive and time-consuming tasks, our solutions allow healthcare professionals to
focus more on patient care. We are building a broader digital healthcare ecosystem - not only for
practices and medical staff, but also for individuals - through services like Personal Health
Records (PHR).
We provide tailored solutions optimized for each healthcare institution, while offering patients a
more personalized and seamless healthcare experience. Through AI, we enhance the efficiency and
reliability of medical services - shaping a healthier future for all.
AIzac has offices in the U.S., Canada and South Korea.
Contact: support@aizac.ai
FAQ
Frequently asked questions
Densper™ LLM
Is AIzac's Densper a 'real' LLM or an AI agent or RAG model?
This is where we're different. Densper is a true LLM built from scratch over 6+
years and 80,000+ hours. Learn more about Densper here.
What makes Densper faster, more accurate and more cost effective?
It's simple. Densper is 50B parameters while frontier LLMs are 800B (or bigger).
This is a case of bigger isn't always better. Densper outperforms frontier LLMs since it's trained
in dentistry and doesn't 'hallucinate' and give long, rambling answers that lose context.
Why would we need this if we already use Claude, ChatGPT or Gemini?
Using and uploading your data to any LLM doesn't train models directly. However,
it's unclear if they 'store' your data, anonymize it, sell it or use it for training. Knowing
historically how big-tech and social media companies use personal data, don't assume it's safe to
upload your private data (if you want it to stay private).
It also helps elevate your current automation level and strengthens your ability to
communicate in real time with global users.
How does Densper compare on cost to frontier models like ChatGPT, Claude and Gemini?
Similar to frontier models, we charge based on token usage and on average,
Densper is 20-40% cheaper than frontier models.
Denspeak™ STT
What makes Denspeak faster, more accurate and more cost effective?
It's simple. Denspeak was optimized for dentistry's unique sound challenges.
Denspeak outperforms STTs (like Deepgram and Azure) since it's trained in dentistry.
How does Denspeak compare on cost to frontier STTs like Azure and Deepgram?
Similar to frontier STTs, we charge based on token usage and on average, Denspeak
is 20-40% cheaper.
Products & Integration
Do you sell AI PerioNote and AI Scribe to dental practices?
No. AIzac only sells B2B to power other software and can be white-labeled with
your branding. Perfect for legacy PMS who want new AI features but don't want to invest in
development time and resources, our products are the 'easy button' to adding modern, AI
functionality to your software.
How long does it take to white-label your products?
Most integrations can be done in a few weeks with very limited development cost
on your side.
How long does it take to integrate the API?
Most teams complete initial integration in less than a month (sometimes less than
a week). Our clear documentation and sample code make setup fast and straight-forward. However, if
custom vocabulary training or domain-specific tuning is required, the process may take a few
additional weeks.
Can the chatbot be customized for our industry-specific workflows?
Yes. Our chatbot can be tailored to your workflows, terminology, and response
style to match your industry requirements.
Security
Is AIzac SOC-2 and HIPAA-compliant?
Yes. AIzac is HIPAA certified and SOC-2 is moving toward finalization, ensuring
our technology is ready for deployment in compliant environments.
Get started
Bring dental-grade voice intelligence to your software
Our experts support you through the integration process, offering technical guidance,
deployment support, and access to testing environments.