QDR Labs delivers independent, 7-layer IP transfer risk audits for SaaS M&A transactions. We identify the exposure that standard due diligence overlooks — before it becomes your liability.
When 72% of SaaS M&A targets reference AI capabilities in their positioning, traditional IP reviews cannot assess what they were never built to examine.
Acquirers inherit data lineage risk from every dataset an AI model has touched. Undisclosed scraping, license violations, and synthetic data gaps create post-close liabilities that surface in litigation, not in deal rooms.
SaaS companies routinely build on open-source models, fine-tuned weights, and third-party APIs without documenting the IP implications. Standard legal review treats software IP as code — it misses the model layer entirely.
The EU AI Act imposes obligations on deployers and providers of high-risk AI systems. If a target's systems are not classified, documented, and audited pre-close, the acquirer inherits undisclosed regulatory exposure.
SaaS M&A moves in weeks. Traditional AI governance assessments take months. The market lacks a rigorous, deal-speed audit methodology purpose-built for transaction timelines.
Our proprietary Quantified AI Integrity Standard examines every dimension of AI-related IP risk across the acquisition perimeter.
Source authentication, license compliance, consent chains, and synthetic data disclosure across all model training inputs.
Model ownership mapping, weight provenance, fine-tuning rights, and third-party API dependency analysis.
Full license stack analysis including copyleft contamination, attribution obligations, and commercial use restrictions.
Assessment of IP rights in AI-generated outputs, customer data handling, and derivative work classification.
EU AI Act risk classification, transparency obligation mapping, and cross-jurisdictional compliance assessment.
Third-party model provider dependency, API terms transferability, and vendor lock-in exposure analysis.
Internal policy assessment, audit trail completeness, model cards, and documentation readiness for post-close integration.
Three tiers calibrated to transaction scope, timeline, and portfolio complexity.
We stand behind every finding. If our work does not hold, you do not carry the cost.
Every QDR Labs engagement includes a Performance Bond: a contractual commitment that if any Critical-severity finding in our audit report is independently disproven within 90 days of delivery, we refund 50% of the engagement fee.
This is not a marketing device. It is a structural incentive aligned with the institutional standard our clients require. We audit to the level of rigor we are willing to guarantee.
In an industry where advisory output is rarely accountable, the Performance Bond ensures that our assessments carry the weight of conviction — not just opinion.
The QDR Labs team responds within 24 hours. All pre-engagement discussions are conducted under NDA upon request.
info@qdrlabs.co