Ethics as an
Infrastructure.
LegacyLex was established in Halifax to bridge the gap between technical algorithmic development and ethical accountability within the Canadian regulatory landscape.
Halifax, Nova Scotia
Post-Bill C-27 Alignment
We believe automated systems should serve everyone with the same logical consistency.
Our mission is rooted in the intersection of social equity and technical precision. We do not view bias mitigation as a superficial patch, but as a forensic necessity for the longevity of a just digital society.
In the Atlantic Canada context, our work ensures that as Nova Scotia grows its tech sector, we remain grounded in federal human rights standards.
View MethodologyForensic examination of algorithmic logic paths.
Our approach prioritizes systemic neutrality over superficial adjustments. We deconstruct the data provenance to identify where logic diverges from intent.
Bias ID Protocol
Application of five distinct statistical fairness metrics to identify disparate impact across demographic intersections.
Logic Deconstruction
A forensic review of the decision-making variables and historical data inputs used to train automated systems.
Stress Simulation
Applying high-stakes edge-case scenarios to observe system behavior under pressure and population pressure.
Alignment Strategy
Cross-referencing technical outputs with current Canadian privacy and human rights legislative frameworks.
Strict neutrality is not an accident of code; it is a clinical achievement of design.
2024 Mission Review Completed
Legislative Standards
Our mitigation strategies are grounded in real-world application within provincial and federal Canadian legal frameworks.
We cross-examine systems against the proposed Artificial Intelligence and Data Act (AIDA), focusing on high-impact systems that determine life-altering outcomes for Canadian residents.
Regulatory alignment focused on the Nova Scotia Human Rights Act, ensuring automated decisions in employment and housing do not replicate historical patterns of exclusion.
Verification of mathematical logic against global standards for algorithmic fairness, adapted specifically for the jurisdictional requirements of Atlantic Canada.
Grounded in responsibility.
LegacyLex was founded by professionals who recognized that while automation offers speed, it often lacks the nuance of human judgment. Our team combines over a decade of experience in cybersecurity, data ethics, and Canadian administrative law.
We provide granular, actionable risk-reduction paths. We do not offer diagnostic labels without a clear roadmap for mitigation. This commitment to utility ensures that our clients move beyond observation into active improvement.
Secure your system’s legacy.
Our consultancy is available for direct engagement throughout Atlantic Canada and the federal sector.