Responsible Data Stewardship Grounded in Respect and Rights
We help clients develop clear, culturally grounded policies and practices for the responsible collection, management, sharing, and use of data that has been gathered or shared through engagement, assessments, or project processes.
Data Stewardship Projects
Data Stewardship
We focus on helping organizations establish practical, defensible systems that reflect consent‑based data use, appropriate access controls, and clear accountability. We also support the design and implementation of systems that track engagement with Indigenous governments and organizations, including documentation of commitments, issues raised, and project responses, in ways that support transparency and follow‑through.
Our team provides guidance on:
- Indigenous data governance
- Qualitative data analysis
- Data visualization and database design
- Support for data‑sharing agreements
- Advisory services
- Workshop facilitation
Through reliable systems and respectful practices, we help clients strengthen accountability, uphold data sovereignty principles, and support transparent, culturally informed project delivery.
Melanie Demers, MSc
Principal, Data Stewardship
Melanie Demers is a Kanyen’kehá:ka member of Six Nations and is Québécois, based in Gatineau, QC. She brings extensive experience in Indigenous Knowledge systems, data stewardship, and collaborative leadership within environmental assessment and planning contexts. An OCAP®‑certified practitioner, Melanie leads Indigenous Knowledge and data stewardship approaches at TWC, supporting culturally grounded, Indigenous‑defined practices for the ethical management, protection, and use of community‑held information. Her work focuses on ensuring Indigenous data sovereignty principles, laws, and protocols are respected within regulatory and project decision‑making processes. She regularly supports and mentors technical teams in applying Indigenous Knowledge in ways that are respectful, transparent, and aligned with community priorities.
With a background in data analysis and systems thinking, including an MSc in astrophysics, Melanie is a trusted collaborator, mentor, and project lead. Guided by the principles of Two‑Eyed Seeing, she approaches her work with care, humility, and a strong commitment to collaboration, kindness, and lifelong learning.
