Lived experience
Models are shaped with small businesses, families, and advisors who use the outputs every day.
EN
A mixed editorial and engineering desk where tax experts, data modelers, and journalists collaborate on every release.
Every calculator ships with sources, reviewers, and an SLA below 48 hours for critical fixes.
15
Live calculators
Each tool ships with a public changelog.
4
Locales ready
Human localization plus semantic QA.
<48h
Bug fix SLA
Average time from user report to production.
Models are shaped with small businesses, families, and advisors who use the outputs every day.
Every release is peer reviewed by CPAs, tax attorneys, or licensed financial planners.
We cite legislation, rulings, and datasets so readers can reproduce the math.
Changelogs and a direct hotline let you flag issues and receive a fix in under 24 hours.
1. Discovery
We document real use cases, constraints, and regulatory goals.
2. Sources
Legislation, revenue rulings, and licensed datasets are mapped to variables.
3. Validation
An in-house expert reruns every scenario before publication.
4. Monitoring
Automated alerts and quarterly QA keep formulas aligned with new rules.
Ugo Candido
Reviewer
Engineer with an M.B.A. in International Business, focused on building data- and AI-driven web products. Background in engineering management, analytics, and applied automation.
Engineer, M.B.A.
Marco Bianchi, P.Eng.
Data modeling lead
Energy rebates, mobility and cost of capital tools
MSc Energy Engineering, Polytechnic of Turin
Sara Conti
Research editor
Methodology, sources, and multilingual QA
Former Il Sole 24 Ore data journalist
Reach out for tailored scenarios, to challenge a result, or to request our full methodology dossier.