Get a full-spectrum evaluation of your AI systems covering model performance, software quality, bias, and compliance.
75% of AI systems face serious quality issues (SIG), while 65% of CEOs admit their organizations need to do more to address AI-related risks (EY). As AI becomes integral to business operations, its success depends on more than just algorithms; it requires robust engineering, ethical standards, and scalable infrastructure.
Why your AI software quality matters
AI systems built on poor code foundations are harder to scale, maintain, or trust. Undetected biases, low model performance, or non-compliance with emerging regulations can expose organizations to reputational, operational, and legal risk. Without clear insight into how your AI is built and behaves, innovation is undermined and investment is wasted.
How robust and future-proof is your AI — really?
The 360° AI Assessment is a comprehensive analysis of your AI software, data processing, development process, and model behavior. In just a few weeks, SIG benchmarks your AI system using industry-leading software quality metrics and AI-specific KPIs, helping you unlock performance gains, reduce risk, and accelerate compliance readiness.
Together with our AI testing partner C4T, we evaluate your systems across five critical areas:
What will you gain from a 360° AI Assessment?
🔍 Comprehensive AI Software Review
Analyze the full build quality of your AI applications using Sigrid®, our software assurance platform. Get objective insights into maintainability, reliability, security, and adherence to global coding standards.
⚖️ Bias Testing & Fairness Metrics
Ensure ethical and compliant AI by detecting and addressing model bias. We evaluate fairness across key metrics and offer actionable recommendations to improve equity in your systems.
⚙️ AI Performance Benchmarking
Measure the quality, speed, and accuracy of your models using industry-proven KPIs. Know how well your models meet business goals—and how to improve them.
🧠 Development Process Evaluation
We examine your AI lifecycle management, including development workflows, documentation, execution, and model retraining to identify gaps in governance and control.
📑 AI Regulation & Readiness Checks
From the EU AI Act to ISO 5338, our assessment helps you comply with current and future legislation. You’ll also receive insights on explainability, model robustness, and long-term sustainability.
By improving the quality of your AI systems, you can achieve:
- Up to 50% reduction in AI-related maintenance costs
- 2x more efficient model development cycles
- Faster and safer AI deployment
- Improved trustworthiness and stakeholder buy-in
Why choose Software Improvement Group?
With over 25 years of expertise in software assurance and an industry-first partnership with Code4Thought for AI-specific model testing, SIG is uniquely positioned to help organizations build safe, effective, and future-proof AI systems.
We serve leading global enterprises and ensure their AI strategies are backed by transparency, quality, and continuous improvement.