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MEDICAL DEVICES & SAMD

SaMD Development, Verification & Validation

We support SaMD companies with development planning, lifecycle controls, verification, validation, AI/ML readiness, cybersecurity, and submission-ready regulatory documentation.

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Clinical Trial
Our Approach

Building Clinical Evidence Across the Device Lifecycle

We support SaMD companies with structured development, lifecycle controls, verification, validation, AI/ML readiness, cybersecurity, and regulatory documentation for global submissions.

SaMD readiness begins well before verification and validation. Our approach supports the full software journey - from development planning and lifecycle controls to validation, cybersecurity, and submission readiness.

We help teams establish requirements, architecture, traceability, risk controls, and software lifecycle processes aligned to regulatory expectations. From there, we support verification and validation planning, clinical and analytical performance readiness, AI/ML evaluation, cybersecurity assurance, and the documentation needed for global regulatory pathways.

By connecting development, evidence generation, and regulatory documentation in one structured workflow, we help manufacturers build SaMD products that are technically sound, defensible, and ready for review.

Core Elements

Development Planning

Define intended use, requirements, architecture, and lifecycle strategy.

Lifecycle Controls

Establish traceability, risk controls, and software process discipline.

Verification & Validation

Build and execute structured V&V aligned to product claims and use.

AI/ML & Cybersecurity

Support model readiness, performance assurance, and security expectations.

Regulatory Documentation

Prepare submission-ready evidence and software documentation.

Core Services

We support SaMD companies across development planning, lifecycle controls, verification, validation, AI/ML readiness, cybersecurity, and submission-ready regulatory documentation.

Product Definition & Development Planning
Define intended use, claims, user needs, safety classification, development scope, and software lifecycle strategy.
SaMD Software Development
Design and develop the software application, core logic, workflows, interfaces, and supporting components aligned to intended use and regulatory expectations.
Lifecycle Controls & Traceability
Establish requirements, architecture, risk controls, design documentation, and traceability across development and testing.
Verification & Validation
Plan and execute verification and validation to demonstrate the software performs as intended and meets defined requirements.
AI/ML, Cybersecurity & Interoperability
Support model validation, bias review, cybersecurity controls, secure design, and interoperability readiness for connected SaMD environments.
Regulatory Documentation & Submission Readiness
Prepare technical documentation, validation summaries, traceability outputs, risk files, and submission-ready evidence for regulatory review.
END-TO-END SaMD LIFECYCLE

From SaMD Development to Regulatory Submission

A structured lifecycle covering development planning, software lifecycle controls, verification, validation, AI/ML readiness, cybersecurity, and submission-ready regulatory documentation.

1

Product Definition

Define intended use, claims, user needs, safety classification, and the development roadmap.

2

Development & Controls

Establish requirements, architecture, risk controls, traceability, and lifecycle documentation.

3

Verification & Validation

Execute structured V&V to demonstrate performance against intended use and defined requirements.

4

AI/ML & Cybersecurity

Address model validation, performance assurance, secure design, and cybersecurity readiness.

5

Regulatory Documentation

Build the technical documentation, evidence package, and validation summaries for submission.

6

Submission Support

Support authority review, response management, and approval readiness across global pathways.

TECHNOLOGIES & REGULATORY STANDARDS

Technology Stack & Regulatory Standards for SaMD

Our SaMD programs combine modern software engineering, AI/ML capabilities, data workflows, validation frameworks, and standards-aligned regulatory practices to support development, verification, validation, and submission readiness.

Software & Engineering Stack
Python, Java, React.js, APIs, backend services, frontend applications, and cloud-native development workflows for SaMD products.
AI, ML & Advanced Analytics
AI, ML, deep learning, LLM-enabled workflows, model evaluation, performance monitoring, and explainability support for intelligent SaMD systems.
Data Engineering & Visualization
Data engineering, ETL pipelines, structured data workflows, dashboards, data visualization, and R Shiny applications for evidence generation and monitoring.
Statistical & Analytical Tools
R, Python, SAS, and analytical libraries for validation, statistical analysis, model performance review, and reproducible reporting.
Testing, DevOps & Delivery
Automated and manual testing, CI/CD pipelines, version control, defect tracking, release controls, and audit-ready delivery workflows.
Regulatory Standards & Guidance
IEC 62304, ISO 14971, IEC 62366-1, IEC 81001-5-1, ISO 13485, EU MDR/IVDR, and applicable FDA software, AI/ML, and cybersecurity expectations.
WHY INDUCTIVE QUOTIENT

Built for AI-Enabled SaMD Development and Regulatory Readiness

We combine deep experience in AI-enabled software development, verification and validation, and standards-aligned regulatory execution to help manufacturers build SaMD products that are technically robust, clinically credible, and ready for global review.

AI-Enabled Product Expertise

We bring hands-on experience in developing AI-based healthcare solutions, including intelligent workflows, advanced analytics, and data-driven software products designed for regulated environments.

Verification & Validation Discipline

Our teams support structured verification and validation across software requirements, traceability, functional performance, risk controls, and intended-use evidence.

Standards & Compliance Alignment

We work with the standards and expectations that matter for SaMD, helping align development and documentation to applicable software lifecycle, risk management, usability, cybersecurity, and quality requirements.

Regulatory-Ready Development

We do not separate product development from regulatory readiness. We build software, evidence, and documentation together so the product is better prepared for submission and review.

AI/ML & Cybersecurity Readiness

We support model evaluation, performance monitoring, bias and change considerations, and cybersecurity controls needed for modern intelligent SaMD products.

End-to-End Delivery

From development planning and lifecycle controls through V&V and submission-ready documentation, we support the full SaMD journey in one connected framework.

Ready to Secure Your SaMD Approval?

From pilot code to final market clearance, our team delivers the evidence needed for global regulatory success.