Design-to-Fabrication
Snapshot
- Client profile: Education fit-out and custom manufacturing operator (50-150 team members), UAE-based
- Timeline: Phased implementation over two delivery cycles
- Scope: Model library, estimation automation, production-ready handoffs, and planning controls
The Problem
A multidisciplinary team handled concept design, detailing, and factory execution in parallel. Each function worked hard, but the chain between them depended on manual translation and local files.
As order volume increased, the cost of disconnected work rose quickly: estimating drift, material surprises, and repeated clarifications from production.
- Design artifacts were not consistently reusable in downstream planning
- Estimating relied on manual interpretation instead of structured rules
- Production teams received incomplete context, increasing dependency on verbal follow-ups
What We Built
We documented decision points from concept to shop-floor release and built a reference model for scope, parts, and estimation logic.
We integrated a shared component library with estimation and production prep workflows, including automation for quantity extraction and packaging of handoff data.
We established release gates, change controls, and operational documentation so new teams could run the system without tribal knowledge.
What Stuck
- Design and production teams started operating from the same source of truth
- Handoffs moved from reactive clarification to predictable release packets
- Planning quality improved because estimates and execution assumptions were connected
Impact
- Cut pre-production coordination time by ~25-40%
- Improved estimate reliability and reduced downstream scope corrections
- Lowered manual coordination touchpoints across design and factory teams