Systems | Development | Analytics | API | Testing

Maintaining compliance when adopting AI in regulated industries

Key Takeaway: Organizations in regulated industries can adopt AI without compromising compliance. Automated testing enables continuous validation of AI-enabled systems while maintaining the predictability, documentation, and audit-readiness that regulators require. In compliance-first industries, such as banking, healthcare, or telecommunications, AI adoption is rarely a simple technology decision. You are often caught between two competing pressures.

The Five Pillars of AI Compliance Excellence

95% of AI pilots are failing. Here's why the other 5% are winning. While most organizations scramble to retrofit compliance into their AI implementations, leading finance teams are building it in from the start—and gaining a major competitive edge. Three insights that caught my attention: → Vendor solutions succeed at 2x the rate of internal builds (67% vs 33%)—your team's expertise matters more than you think.
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Reimagining Centralised API Management with Gateway Federation

In today's digital-first economy, APIs are the backbone of modern applications and securing them is essential. They enable innovation, accelerate time-to-market, and drive seamless integration across platforms. Yet, as organisations scale, the complexity of managing APIs across diverse environments such as cloud, on-premises, and hybrid becomes a formidable challenge. Enter API Gateway Federation: a transformative approach to centralised API management that balances control with flexibility.

The Five Pillars of AI Compliance Excellence

The AI revolution in finance is no longer a question of “if” but “how fast” and “how responsibly.” While our previous posts explored AI auditability frameworks, agentic workflows that transform finance operations, and building AI native Finance teams, today’s CFOs face an equally critical challenge: successfully navigating the complex and rapidly evolving landscape of AI compliance.

How to Create a Compliant Software Bill of Materials (SBOM) for SoC and System Design

In the semiconductor world, “software" is more than just application code. It is a complex stack of firmware, bootloaders, microcode, drivers, and Board Support Packages (BSPs) that are intricately linked to the hardware being designed. To secure the supply chain, meet customer expectations, and maintain market access, semiconductor leaders need a dynamic, "living" SBOM strategy that assesses risk in real-time and provides a single source of truth for all teams to work from.

How DreamFactory Accelerates SOC 2 Compliance with Secure API Management

DreamFactory is a secure, self-hosted enterprise data access platform that provides governed API access to any data source, connecting enterprise applications and on-prem LLMs with role-based access and identity passthrough. Organizations working toward SOC 2 compliance face a familiar set of challenges: inconsistent access controls, fragmented data access security, noisy or incomplete logs, risky custom integrations, and difficulty proving governance during an audit.

What is GDPR Compliance? A Quick Guide to Data Privacy and Regulations for Non-Prod

The General Data Protection Regulation (GDPR) is at the core of Europe’s digital privacy legislation. Adopted by the European Parliament in April 2016 and put into effect in May 2018, GDPR is a set of rules designed to give European Union (EU) citizens more control over their data. GDPR-compliant businesses are required to protect the personal data and privacy of EU citizens.