Custom Pathology AI
— Built on Your Terms
Why AI Custom Solutions from Gestalt
The AI pathology market is expanding rapidly — but many organizations face uncertainty around cost, control, validation, and long-term flexibility. Pre-built AI solutions often require adapting workflows, accepting black-box models, or committing to vendor ecosystems that may not align with long-term strategy.
Gestalt takes a different approach.
Our AI Custom Solutions are designed for organizations that want to build and control their AI — without standing up an internal data science team or taking on unnecessary risk. We partner with you to co-develop AI models that reflect your data, your expertise, and your operational realities.
For Health Systems
For Labs
For Research & Pharma
What AI Custom Solutions Deliver
Co-Development, Not Black Boxes
Work directly with Gestalt’s pathologists, data scientists, and engineers to design AI models aligned to your clinical or research objectives.
End-to-End Development
Support across the full lifecycle — data preparation, annotation, model training, validation, and deployment — scoped to your needs.
Pathology-First Expertise
AI built by teams that understand digital pathology, laboratory operations, and real-world clinical context.
Vendor-Neutral Deployment
Deploy custom models within PathFlow® or integrate with your existing digital pathology environment — without vendor lock-in.
Validation & Iteration
Models are refined collaboratively with your subject matter experts to ensure accuracy, reproducibility, and confidence.
Designed for Organizations
That Want Control
- Want to develop novel pathology AI.
- Prefer to build rather than buy to control cost and IP
- Need AI models tailored to specific subspecialties or workflows
- Are evaluating AI but want to avoid premature vendor commitment
- Require transparent development and validation
Trusted at Scale,
Proven in Practice
Gestalt’s AI Custom Solutions are built on the same enterprise-grade foundation trusted across clinical and academic environments.
Proven at Scale
Supporting integrated health networks, academic medical centers, and private labs.
Open and Interoperable
Integrates with LIS, EMR, EHR, and digital pathology systems.
Future-Ready
Designed to evolve alongside your AI roadmap.
Expert-Supported
Professional services and staff augmentation available.
How AI Custom Solutions Work For You
CMOs & Medical Directors
Clinically Led AI
Co-developed with physicians and pathologists based upon your diagnostic needs.
Supports Clinical Expertise
Enhances decision-making without replacing judgment or disrupting workflows
Transparency & Oversight
Clear visibility into model development and validation for responsible governance.
Clinical Quality & Impact
Improves consistency, confidence, speed and accuracy.
Ongoing Validation
Continuously refined with clinical input to maintain trust and relevance.
Pathology Informatics & AI Teams
Workflow-Integrated AI:
Embedded directly into PathFlow® or existing digital pathology workflows.
Open & Configurable
Supports custom models and integrations without vendor lock-in.
Transparent Development:
Visibility into validation, versioning, and performance — no black boxes.
Interoperable by Design
Integrates with Gestalt’s, or any other vendor’s, digital pathology environments.
De-Risked Adoption
Phased engagement and expert partnership reduce experimentation risk.
Labs & Operational Leadership
Purpose-Fit AI
Tailored to case type, volumes, and operational configurations.
Operational Stability
Improves productivity while improving throughput.
Scalable Deployment
Grows with lab and research programs without added burden.
Cost-Smart Enablement
Advance AI without building a full internal data science team.
Practical Partnership
Support across deployment, training, and adoption to ensure AI delivers real operational value.
Security & Compliance
You Can Trust
AI Custom Solutions are secure by design, meeting enterprise healthcare IT standards.
HIPAA-Aligned Practices
Protects patient data and safeguards PHI.
SOC 2 Certified
Independently verified security and controls.
ISO-Certified Infrastructure
Recognized standards for reliability and quality.
Encryption & Access Controls
Enterprise-grade data protection.
Why It Matters
You can explore and develop AI confidently, knowing your data, models, and IP are protected.
Ready to explore custom AI for pathology?
Start a conversation with Gestalt to discuss your goals, data, and possibilities — without commitment or pressure.