A transparent audit trail from drawing to final number.
VizeEst makes the estimating workflow easier to understand, defend, and trust internally, so reviews are faster, disputes are fewer, and confidence scales beyond individual estimators.
- Audit-ready workflows
- Transparent estimating
- Team-wide confidence

A workflow others can trust faster.
Review confidence breaks down when the estimating process is opaque, when only the original estimator understands how quantities were derived. VizeEst makes the entire estimation pathway visible, from initial drawing interpretation through member detection, quantity extraction, and final adjustments, creating a transparent record that any qualified reviewer can follow.
Systematic QA that catches what manual review misses.
Manual estimating review typically involves a senior estimator scanning a spreadsheet and spot-checking quantities against drawings, a process limited by time pressure and human attention span. VizeEst supplements this with automated consistency checks that flag discrepancies between extracted quantities, drawing callouts, and member schedules, ensuring review effort is focused where it matters most.
Scale estimating confidence beyond your senior team.
Many steel fabrication shops rely on one or two senior estimators whose judgment is irreplaceable, until they retire, get overloaded, or leave. VizeEst helps codify estimating reasoning into a visual, reviewable format that junior estimators can learn from and that organizations can retain, reducing the business risk of concentrated expertise.