AI in Pathology
AI in pathology covers a wide spectrum — from image-analysis algorithms running inside digital pathology platforms to language models assisting with report synthesis. Voicebrook's next-generation AI platform addresses the entire diagnostic workflow rather than just the report at the end: context surfacing, dynamic report synthesis, and structured capture of the observation stream as the pathologist works the case. Articles below cover where AI is actually delivering value in pathology today, how Voicebrook thinks about validation and clinical safety, and how the AI roadmap connects to the workflow reporting layer pathologists already use.
“Isn’t Voicebrook Just A Speech Solution?” Definitely Not.
Voicebrook has evolved far beyond speech recognition. Discover how modern pathology labs are using workflow automation, structured reporting, AI tools, and intelligent workflow design to reduce friction, improve efficiency, and support digital pathology workflows.
You Standardized the Platform. So Why Is Your Pathology Workflow Still Fragmented?
Workflow variation is costing your health system. Learn how to improve consistency, visibility, and capacity across enterprise pathology.
Digital Pathology Is an Ecosystem, Not a Switch
Digital pathology success depends on low-friction daily workflow. Voicebrook turns fragmented digital tools into a unified pathologist experience.
Starting the Report Isn't the Problem. Finishing It Is.
Faster inputs won't solve pathology workflow inefficiencies. See where pathology labs actually lose the most time and how Voicebrook provides a more efficient path from start to finish.
Digital Pathology at Enterprise Scale: Why Reporting Workflow Is the Missing Link
Digital pathology success depends on reporting. Learn how structured workflows enable consistency, compliance, and enterprise-ready diagnostic data.
How Labs Can Respond to the Pressures Shaping Pathology
Pathology labs face workforce shortages, financial pressure, and regulatory complexity. Learn how smarter reporting workflows can support sustainable modernization.
Command and Control in Digital Pathology: How Voicebrook Is Redefining Workflow Continuity
Voicebrook enables true command and control in digital pathology with dictation anchoring, structured reporting, and automation that preserves continuous diagnostic workflow.
Pathology News Roundup: January 2026
Voicebrook's Pathology News Roundup features industry headlines and insights that pathology professionals are talking about.
When Faster Isn’t Better: The Real Value of Automation in Pathology
Voicebrook’s VP of Product, Melanie Shedd, reflects on the 2025 DP-AI Workshop and her belief that the next frontier of automation isn’t about going faster; it’s about thinking better.
Automation, Innovation, and the Pathology Lab of the Future
Voicebrook’s VP of Product, Melanie Shedd, reflects on the 2025 DP-AI Workshop and the future of connected, human-centered pathology innovation.
VoiceOver PRO Now Integrates with Leading Digital Pathology Platforms | Voicebrook
VoiceOver PRO now speech-enables Fujifilm, PathAI, PathPresenter, Gestalt Diagnostics, Lumea, Techcyte, and Corista — letting pathologists navigate slides, dictate findings, and finalize reports entirely by voice. See how it works.
VoiceOver PRO Features: Auto Build Diagnosis, Laterality Validation & More | Voicebrook
VoiceOver PRO's latest features — Auto Build Diagnosis, Bone Marrow Differential Calculator, Laterality Validation, and Dictation Anchoring — reduce reporting errors and streamline pathology workflows. See them in action.
Smarter Than Clicks and Scripts: Why Pathologists Choose VoiceOver PRO
Discover how VoiceOver PRO transforms Epic Beaker with speech, automation, and intelligence—delivering faster, safer, pathology-specific reporting.
AI in Pathology: A Tool, Not a Replacement
At Voicebrook, we see AI as a helpful tool to assist the pathologist, not as a replacement.
Voicebrook on the Road: Our Fall 2025 Trade Show Lineup
Voicebrook is showcasing VoiceOver PRO and SynoptIQ at global pathology events this fall, highlighting innovation in digital pathology, AI, efficiency, and CAP compliance. Let's connect!
Gross Room Efficiency: Where Small Gains Yield Big Returns
Discover how VoiceOver PRO transforms gross room efficiency. By eliminating manual steps and reducing staff strain, labs achieve faster workflows, cost savings, and improved throughput—without sacrificing quality.
How Stamford Health Transitioned to Epic Without Sacrificing Pathology Workflow
When Stamford Health transitioned to Epic, their pathology team kept VoiceOver PRO—and saw improved efficiency, accuracy, and satisfaction. Learn how PRO made the difference.
What’s Changing in Pathology: A Look at the Evolving Landscape
Pathology is evolving: from analog to digital, isolated to integrated, manual to intelligent. Voicebrook's reporting solutions ensure labs are equipped to meet the demands of a changing healthcare landscape.
Is VoiceOver PRO Redundant if a Lab Has Epic? Not Even Close.
Epic is built for the hospital. VoiceOver PRO is built for pathology. Discover why PRO users call it indispensable—from smarter workflows and speech-driven validation to automation that Epic alone can’t match.
Streamlining Bone Marrow Differentials with VoiceOver PRO
Discover how VoiceOver PRO enables pathologists to calculate bone marrow differentials directly in their reports—no external tools, no manual math.
Voicebrook: Not Just in the Lead, But Setting the Standard for Pathology Reporting Solutions
With nearly 25 years of experience and 500+ client sites, Voicebrook has clearly established why it's the leading provider of pathology reporting solutions.
Why Interoperability Matters in Pathology — And What We're Doing About It
Voicebrook participates in the 2025 WG-26 DICOM Connectathon to advance pathology workflow interoperability.
Why Pathologists Need More Than Just Voice Recognition—A Smarter Approach
By addressing today’s challenges and ensuring compatibility with future systems, VoiceOver PRO empowers labs to modernize workflows, improve compliance, and drive efficiency.
Voicebrook: Bridging the Gap as VA Pathology Labs Prepare for Change
By addressing today’s challenges and ensuring compatibility with future systems, VoiceOver PRO empowers VA labs to modernize workflows, improve compliance, and drive efficiency.
AI-Driven Pathology Reporting Software: How Voicebrook Automates Your Lab | Voicebrook
Voicebrook's AI-powered pathology reporting tools — DraftDiagnosis, Draft Procedure Line, and No Pause Biopsy — automate repetitive tasks, reduce errors, and accelerate turnaround time. See how VoiceOver PRO is transforming lab workflows.
SynoptIQ: A Comprehensive Q&A
Got questions about SynoptIQ, Voicebrook's eCP reporting solution? We've got answers...
Validating GenAI Features: Our Approach to Ensuring Accuracy
Voicebrook's GenAI validation process leverages powerful tools and datasets to test, refine, and perfect the AI models we develop for pathology reporting.
New AI Features: Coming Soon!
There are new Generative AI-powered features coming to Voicebrook's pathology reporting solutions... get an advance look at what we're working on!
DraftDiagnosis: A Comprehensive Q&A
Got questions about Voicebrook's first-of-its-kind generative AI feature for cancer cases? We've got answers...
Ensuring the Security of AI in Pathology Reporting: Voicebrook’s Commitment
Ensuring the safety & privacy of patient data is our utmost priority with "DraftDiagnosis" -- a first-of-its-kind generative AI feature for pathologists.
Do You Need Voicebrook's Pathology Reporting Solutions? Yes... and Here's Why.
Discover why you need Voicebrook's pathology reporting solutions for enhanced interoperability, continuous improvement, advanced features, and customization in your lab. Contact us for more information.
Revolutionizing Pathology Reporting with AI
Voicebrook launches "DraftDiagnosis" -- a first-of-its-kind generative AI feature for pathologists.
Considering a Speech-Enabled Pathology Solution? Read This First!
There are important features to consider when purchasing a speech-enabled reporting solution for pathology.
See the hours come back.
30-minute walkthrough with a pathology-informatics specialist: dictating real cases, with your AP/LIS in the loop. You'll see where your time goes today, and where it comes back once Voicebrook clears the friction.
Why this matters: every report that signs out faster is a patient getting their result sooner.