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Digital Pathology Workflows
Integrate Reporting With WSI, Capture Structured Data for AI, Maintain Reporting Parity
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Pathology labs deploying digital pathology face a reporting gap that often gets discovered late in the implementation. Whole slide imaging platforms handle the slides. AI diagnostic tools handle pattern recognition and quantification. But the reporting layer that connects the digital workflow to clinical sign-out and downstream systems is frequently an afterthought. The result is fragmented workflows where pathologists view slides digitally but still report on paper, in the EHR, or in a generic dictation tool that has no awareness of what the WSI platform produced.
Workflow Problem Statement
Digital pathology investments do not deliver full ROI without a reporting layer that captures structured data, handles AI tool outputs, and maintains reporting parity between digital and glass workflows during the transition period.
How VoiceOver PRO Solves It
VoiceOver PRO integrates with leading digital pathology platforms including Fuji and Gestalt, and with diagnostic AI tools including Visiopharm. Reports captured during digital sign-out follow the same templates and CAP synoptic structure as reports captured at the microscope, which preserves consistency as labs transition between glass and digital. Structured data capture means AI tool outputs can be incorporated into reports cleanly, and downstream systems receive consistent data regardless of how the case was reviewed. VoiceOver PRO's AI features (DraftDiagnosis, Draft Procedure Line, No Pause Biopsy) accelerate routine digital reporting work while keeping the pathologist in complete control of the final report.
Customer Outcome
Voicebrook supports digital pathology deployments at academic medical centers and large reference labs across North America. The platform's integration with Fuji, Gestalt, and Visiopharm allows pathology labs to maintain a single reporting workflow as they transition between glass and digital, preserving reporting consistency and structured data quality throughout the transition.
Still Have Questions?
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What pathology reporting software works with digital pathology platforms?
VoiceOver PRO integrates natively with leading digital pathology platforms including Fuji and Gestalt, and with AI diagnostic tools including Visiopharm. Reports captured during digital sign-out follow the same templates and CAP synoptic structure as reports captured at the microscope, which preserves consistency as labs transition between glass and digital workflows.
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How does AI in pathology reporting software work?
VoiceOver PRO includes a growing suite of AI-powered features designed to reduce pathologist effort while preserving full clinical control. Three named features available today are DraftDiagnosis (which generates draft diagnoses from CAP protocols), Draft Procedure Line (which automates procedure line population), and No Pause Biopsy (which streamlines biopsy reporting workflows). All AI features follow the same design principle: AI accelerates routine work, the pathologist retains complete control over the final report.
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Built by Voicebrook for anatomic pathology leaders who prioritize accuracy, efficiency, and CAP eCP compliance.
Trusted by Leading Labs Across North America
"VoiceOver PRO reduced our reporting errors by 90%, and our turnaround time improved dramatically."
Dr. Elizabeth Waters
Chief Pathologist, Horizon Health
"Voicebrook and VoiceOver PRO have given us a 24-hour improvement on our TAT. We're shortening our turnaround time by one whole day."
Dr. Emmanuel Maicas
Chief Pathologist, Horizon Health Services
"An absolute game-changer. VoiceOver PRO saved each of our pathologists over 30 minutes daily."
James K. Martin
Lab Director, Endeavor Health
"PRO was by far one of the smartest decisions we've made as an organization. Frankly, it completely changed our workflow."
Dr. Robert C. Babkowski
Chair, Department of Pathology, Stamford Pathology Group
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