High-Velocity, De-Risked AI
Stop choosing between speed and safety
Galdren helps regulated organisation build AI systems faster by eliminating the risks that kill projects before they launch.
Proven Results in High-Stakes Environments
Execution in high-stakes environments is what counts. Our approach focuses on removing uncertainty, eliminating regulatory friction, and ensuring AI deployments deliver measurable business value without introducing unforeseen liabilities. Recent success stories include:
- Enterprise-Grade Conversational AI: Built conversational agents capable of complex, long-form problem-solving without context loss or hallucination.
- Third-Party AI Quality Control: Deployed automated auditing systems to test, monitor, and guarantee third-party AI platforms continually meet performance and compliance standards.
- Automated Regulatory Oversight: Developed a multi-layered AI evaluation framework that screens financial services marketing assets against strict ASIC guidelines and internal risk policies.
- Privacy-Safe Sales Surveillance: Designed an AI call-monitoring system for independent sales channels that ensures regulatory compliance while safeguarding customer privacy.
We work across three phases.
Discovery & Strategy
Know where you stand before you scale.
- AI velocity audit – we audit your current AI usage, flag the blockages slowing you down, and tell you exactly what leverage points will get you the best results
- Fast track guides – policy templates and orchestration frameworks providing fast start AI risk, governance, compliance, and operating model strategy
- Subject matter expert capture – extracting the tacit knowledge from your experts and best performers and encoding it into AI systems that replicate it quickly and reliably
- AI strategy and roadmap design – mapping your business goals to a concrete AI adoption plan with prioritised ROI opportunities and investment cases
Validate & Shield
Confirm your AI actually does what you think it does.
- AI audit and validation – independent assessment of your AI system against ROI targets, regulator requirements and risk standards
- Faster ROI – with faster development cycles that include continuous automated integration, validation, testing, drift detection, and performance/behaviour monitoring
- Sensitive data classification, handling and privacy-by-design – we identify what your data touches, classify it, and ensure handling delivers benefit from day one
- Centralised testing and reporting – to avoid mistakes, wasted time, and misapplied effort
- Framework maps and Evidence workbooks – to help teams track owners, evidence, readiness, and examiner-ready narratives for each control
- Red teaming and adversarial testing – we attack your AI in the same way a bad actor would: conducting active AI penetration testing, prompt injection simulations, and workflow exploitation exercises
Govern & Scale
Keep it running safely, keep it improving.
- AI pipelines built for speed – connecting your business workflows to AI infrastructure ensuring measured ROI
- Continuous integration and testing – automated validation runs every time your AI changes, so bad outputs never reach production
- AI upskill workshops – we train your teams on AI fundamentals, testing, risk awareness, modern ways of working with AI systems to gain the full value
- Production AI platform and pipeline management – ongoing oversight of AI behaviour in production ensuring value is delivered
Our Solution: Safe, Sane, Secure AI
We operate on the principle of “Trust, but verify”. Just as traditional business governance, risk management, and compliance ensure that organisational policies and expectations are met, AI governance requires specialised processes and procedures designed for this new technological frontier that don’t slow down the benefits.
Our comprehensive approach is built on three foundational pillars helping you ship better, faster, and safer without getting in your way:
SAFE
The system protects people, upholds rights, and avoids harm. If it’s not safe, it’s not ready.
- Bias and Fairness: Ensuring AI systems are just and non-discriminatory
- Privacy and Consent: Protecting data while keeping users informed and empowered
- Stakeholder Impact: Minimising direct and indirect harms to individuals and society
- Human Oversight: Implementing safeguards that allow intervention before harm occurs
- Audit Verification: Confirming that systems uphold ethical and regulatory safety standards with human values encoded in AI behavior
SANE
The system behaves rationally, predictably, and transparently. Sane systems can be reasoned with, trusted, and improved.
- Transparency and Explainability: Ensuring AI decisions make sense to humans
- Accuracy and Scope: Delivering outputs that are accurate, grounded, and within proper scope while preventing hallucinations and misuse
- Model Validity and Reliability: Maintaining consistent behavior across varying conditions and inputs
- Rigorous Testing: Stress-testing models, examining logs, and probing for edge-case failures
SECURE
The system is protected from malicious use, manipulation, or unauthorised access. Security is the foundation of trust.
- Cybersecurity and Infrastructure Integrity: Validating systems against external threats
- Privacy and Data Protection: Safeguarding personal and sensitive information from leakage
- Governance Resilience: Ensuring systems cannot be gamed or exploited internally
- Comprehensive Security Audits: Testing boundaries, assessing attack surfaces, and verifying robust identity, access, and monitoring controls
Our Story & Experience
Our founder, Michael VanderDonk, has over 25 years at the intersection of AI, Machine Learning, operations, compliance, and business transformation. From early days of raw analytics to delivering enterprise-scale deployments for Fortune 500s, fin-techs, and government, he’s seen what works, and what doesn’t. He founded this company to move beyond the experimental; to provide the end-to-end oversight, governance, and technical rigor required to ensure your investment succeeds without the typical risks of AI adoption.
Our Core Principles
Enhance Connection. Technology should bring us closer together, not apart.
Constant Improvement. We strive for excellence. We do that by conscious observation of our behaviour and the results it produces. Progress is incremental and the improvements we make today drive compounding results.
Positive Influence. AI is influencing us if we like it or not, tuning itself to direct us in ways we might not want or even notice. This could evolve by accident into building a beast that controls us. Technology should enhance humans, not exploit, control or harm. We want AI to push humanity in a positive direction.
Engineering Standards. We know how to build bridges, sky scrapers, nano scale CPUs, rockets that reach the moon and far beyond. All that’s done through systematic processes to understand and then apply the rules. Using the same methods and standards we help you do that with AI.
Ready to Ensure Responsible AI?
The future belongs to organisations that can harness AI’s power while maintaining the highest standards of safety, sanity, and security. Contact us to help you navigate the AI evolution with confidence.
Contact: GALDREN PTY LTD (ABN: 86 692 753 932)
PO BOX 161, SUTHERLAND NSW 1499