// CASE STUDY

Cadrivit

AI-assisted digital manufacturing for window & door SMEs.

IndustryB2B SaaS · Manufacturing Software
Year2026
Scope
  • Product quoting engine
  • AI cut-list generation
  • Shop floor dashboard
  • Multi-tenant SaaS platform
  • Mobile-first production views
// THE SITUATION

Window manufacturers run their business on spreadsheets. In 2026, most still quote by hand, switch between 3–4 disconnected tools, and have no visibility into margins until the job is done.

6–8 hours lost daily to manual work.7–12% material waste from unoptimised cuts.Zero real-time margin visibility.

cadrivit.app/dashboard
Cadrivit dashboard — production overview with active jobs and material status
// WHAT WE BUILT

A single platform that connects every step of the workflow.

Every module shares the same data source. No re-entry, no handoffs, no margin surprises.

Four modules. One source of truth.

  • 01Quoting

    Plain-text job description → real-time price

  • 02CAD

    Live drawings · 9 product types · auto PDF

  • 03Cutting

    1D & 2D nesting · shop-floor PDF to operators

  • 04Documents

    Branded quotes & production sheets from one data source

cadrivit.app/quote/new
Cadrivit quoting interface — quote creation form with product type selection

From dimensions to cut list. No spreadsheets in between.

cadrivit.app/production
ACTIVE JOB
JOB-0091 · Prestige Windows Ltd
2 / 14 done
REFDESCRIPTIONMATERIALDIMSTATUS
FR-001Top RailPVC 70mm1200mm✓ Done
FR-002Bottom RailPVC 70mm1200mm✓ Done
FR-003Side Stile LPVC 70mm1500mmCutting…
FR-004Side Stile RPVC 70mm1500mmPending
GL-001DGU Unit6/16/6 Argon1060×1360mmPending
IR-001EspagnoletteChrome Zn900mmPending
cadrivit.app/dashboard
Cadrivit dashboard — production overview with active jobs and material status
// OUTCOME

Production-ready in 5 weeks.

5 weeks
Idea to production
4 1
Tools unified in one platform
68 hrs min
Daily time saved
7–12%
Material waste cut

In active production. Still building together.

Sometimes things fail.We plan for that.

Book a discovery call
// CREDITS
  • Lead ArchitectMirko Vanzo
  • EngagementProduct design · platform architecture · full-stack development
  • Year2026
// STACK
  • Next.js 16 · React · TypeScript strict
  • MongoDB · Redis 7
  • Ollama Qwen 2.5 · in-process embeddings
  • JWT · CSRF · GDPR endpoints
  • Wise API · SEPA
  • PM2 · Nginx · single VPS