Groundwork solves the speed-versus-rigor dilemma in modern media through a two-tier publication standard: automated CI/CD mathematical regression testing for living data, paired with ORCID-linked academic peer review and CERN/Zenodo DOIs for permanent research papers.
How we balance real-time regulatory accuracy with rigorous academic reproducibility.
Applied to fast-moving financial rates (mortgage benchmarks, Treasury yields, FRED series), tax brackets, and regulatory codes that change monthly.
Applied to foundational synthesis reports, multi-variable engineering models, and deep comparative evaluations intended for permanent academic citation.
Academic fellows and credentialed practitioners who audit our calculation engines and editorial synthesis.
Lead Financial Systems Reviewer
Macroeconomic rates, mortgage amortization AST models, and tax bracket modeling
Clinical & Longevity Fellow
Pharmacokinetics, peptide reconstitution protocols, and clinical trial meta-analyses
Building Science & Energy Engineer
NEM 3.0 solar battery payback economics, heat pump HVAC sizing, and electrical surge physics
Regulatory & Consumer Policy Analyst
Consumer protection law, estate planning compliance, and employment agreements
Computing Systems & Security Architect
LLM token inference economics, client-side cryptography, and cloud infrastructure
We believe knowledge platforms must be accountable to reality. If you identify a mathematical edge case, outdated benchmark rate, or flawed amortization assumption in any of our 20 decision calculators, we invite you to submit an issue or PR to our open repository.