Key Investor Signals
Deployed at two Microdental clinic locations
Dental Brain, Quantum Howl’s flagship product, entered production at Microdental’s two locations in Almería in September 2025, bringing its on-premise dental AI into everyday clinical workflows.
Secured 60 days of NVIDIA computing access
An NVIDIA Innovation Lab grant provided access to eight H100 processors for a 60-day training sprint on dental image analysis and clinical reasoning models.
Joined Spain’s El Cable accelerator cohort
Quantum Howl was one of four startups selected for Andalucía Open Future’s El Cable in its first 2026 intake, entering a four-month program with specialist mentoring.
Other Positive Signals
- Quantum Howl is a member of NVIDIA Inception, NVIDIA’s program for startups developing AI and accelerated-computing products.
Team
Darío Ávalos Modino
CEO and Co-founder
- More than 22 years of experience in technology, including healthtech.
- Architect and technical lead of Dental Brain.
- Leads the on-premise multimodal model, multi-agent orchestration and full software stack.
Andrea Jorge Díaz
CFO and Co-founder
- Worked as a producer at Animatoon Studio from 2014 to 2020, coordinating production resources, budgets and project staffing.
- Brings more than 15 years of client-facing creative work as a senior fashion stylist for national and international clients.
- Participated in Universidad Francisco de Vitoria’s Generación Empresarial programme, including award-winning business projects.
Product
Quantum Howl’s Dental Brain is an on-premise clinical decision-support system combining multimodal dental imaging, patient records and multi-agent workflow tools. It is designed to support, not replace, dentists, who remain responsible for the final clinical decision.
X-ray analysis for dentist review
The software analyzes panoramic and intraoral X-rays alongside clinical history and symptoms. It returns suggested findings and abstains when confidence is insufficient; dentists review, edit and sign the final clinical output. Clinical validation has been carried out with practising dentists.
Local processing and voice notes
Clinical reasoning and voice dictation run on the clinic’s own server. Dentists can dictate notes and dental charts, while local image processing supports work with sensitive patient information inside the practice.
Connected practice-management tools
AI agents connect appointment scheduling, patient reminders, inventory and billing. Clinical records and administrative workflows share one platform, allowing practice teams to coordinate care and day-to-day operations.
Market Overview
Dental AI is sold to practices and dental groups as diagnostic-support and workflow software. It helps clinicians interpret images and communicate findings, while practice-management systems organize records, appointments and billing. The commercial category spans clinical software and the infrastructure used to run a dental practice.
Dental clinics are the largest buyer segment for dental AI, with purchasing tied to imaging systems and established practice software. Europe has an existing market for digital practice management. Cloud delivery dominates AI spending, while local deployments serve practices that want processing on their own infrastructure.
Estimated worldwide dental AI market revenue in 2025, covering diagnostic and workflow applications.
Estimated European revenue from dental practice-management software in 2025.
Dental clinics accounted for 68.6% of global dental AI market revenue in 2025.
About 375,000 dentists were practising across the EU in 2024, based on Eurostat national workforce data.
Comparable Outcomes
Pearl
Pearl developed computer vision software that helps dentists read X-rays, identify potential disease and explain findings to patients during routine care. Pearl raised $58M in a July 2024 Series B led by Left Lane Capital. Its valuation was reported at $400M.
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Sources
This profile was built from public company materials, ecosystem sources, market references, and professional profiles.