Scaling AI: DentalPro Rolls-out Allisone across 281 practices

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Scaling clinical innovation across a large network introduces a distinct operational challenge. New tools often create new silos. They add steps to the clinical workflow instead of removing them. For DentalPro, the leading DSO in Italy, deploying artificial intelligence required a different approach. The organization recently completed the largest dental AI deployment in Italy, successfully integrating Allisone across 281 practices. This achievement demonstrates how AI can operate effectively at scale within a complex healthcare environment.

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The Scale of the Deployment

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Numbers matter in enterprise deployments. DentalPro scaled Allisone to 281 clinics, equipping 1,300 clinicians and 2,200 employees with the platform. The process did not happen overnight. It began with a focused pilot program across nine clinics in Sicily. This controlled environment allowed leadership to test assumptions, refine onboarding, and clear ROI of the solution.

Following the pilot, the organization executed a nationwide rollout. Today, AI is part of daily clinical practice. The network has already surpassed 167,000 augmented consultations and completed over 130 implant identifications using the software.

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The Business Impact for Leadership Teams

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In a DSO environment, clinical variation is a systemic risk. When every clinician explains diagnoses differently, the patient experience becomes harder to standardize. Technology must deliver measurable organizational value to counter this.

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DentalPro leadership chose Allisone to solve this structural challenge. The platform establishes a baseline of diagnostic consistency across hundreds of locations. It provides operational efficiency by structuring treatment planning and automating reporting. This is not about acquiring a new software. It is about establishing a unified standard of care and communication. Better consistency reduces clinical risk. Faster reporting frees clinicians to focus on care, and improves global patient experience and brand recognition.

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“Innovation has always been a cornerstone of DentalPro’s strategy. The introduction of Allisone marks a further step in our digitalization journey, with an AI tool that supports dentists and enhances operational efficiency, patient communication, and service quality. This is how we combine technology with clinical expertise,” Michel Cohen, Founder and CEO of DentalPro Group.

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An Operational Evolution

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Adding a tool does not guarantee utilization.

"Deploying AI across a DSO is never a technology project, it is change management and operational transformation” - Dr Lionel Elbaz

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Successful integration requires a fundamental shift in mindset. Organizations often fail when AI sits next to the workflow. Clinicians must log into separate systems, upload files manually, and interrupt their chairside routines. At DentalPro, Allisone is embedded inside the workflow. The integration removes friction, making the second opinion an automatic step rather than an additional task.

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Shaping Daily Practice at DentalPro

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In the clinic, Allisone provides immediate, structural support across three core areas:

• Better diagnostic clarity: The platform supports the reading of X-rays by identifying findings with color-coded overlays and probability scores (on average +23% of cavities’ detection).
• Clearer patient communication: Annotated reports make clinical diagnoses legible to patients. Visual evidence fosters engagement, treatment rate adherence growth (on average, accepted quote amounts have grown by 45%), and helps patients grasp their specific conditions.
• More structured treatment planning: The software supports consistent care pathways and accelerates treatment generation.

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The technology remains strictly augmentative. It never replaces the clinician. It supports them. Clinical judgment remains the final authority. Because in dental care, understanding is not a detail. It is what turns a diagnosis into a decision.

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Reaching +90% of adoption across all practices

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The primary challenge in enterprise AI is not the algorithm but adoption. DentalPro tackled this by ensuring Allisone integrates natively with existing digital infrastructure and to accommodate diverse clinician experience levels. This tailored guidance helped clinicians trust and consistently use the tool, reaching +90% of adoption rate.

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A New Standard for Dental Care

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The partnership between Allisone and DentalPro establishes a new benchmark for AI integration in healthcare. It proves that large networks can deploy advanced clinical tools without interrupting the practitioner-patient relationship in just a few weeks.

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Detect more. Explain better. Align teams.