Architecture, mapped to outcomes
Why Design Assist wins each business objective
Every objective in the business addendum maps to a working screen in this demo. Nothing below is a promise — each row links to the feature that delivers it.
Improve first-time-right specificationsDeterministic rules engine with 24 governed rules, validation categories, and a visible confidence breakdown — nothing ships below the review threshold.Design workspace · Rule simulatorShorten design cycle timeThe nine-step wizard captures a complete structured project record once; specification, BOM, and quote are generated from it — no re-entry anywhere.Design wizard · SpecificationImprove quote conversionQuote requests hand off the full design package under one Universal Job ID, so the quote team starts from a validated spec, not an email thread.Quote handoff · DashboardReduce engineering reworkDesign Review mode records every override with a required reason against the original algorithm recommendation — rework becomes measurable and correctable.Design review · OutcomesExpand controls adoptionControls are a first-class wizard step and appear in every BOM, making attachment rate a designed-in outcome instead of an upsell.Wizard step 08 · BOMBuild durable project intelligenceEvery design writes structured data — space, environment, electrical, decisions, revisions — that feeds Intelligence and future CRM/ERP integrations.Intelligence · Integrations
What we would change about the brief
A persistent project record beats a long wizard.
The nine steps write to one structured record that any screen can read and amend. A designer can leave at step 4 and the project is still real — resumable, reviewable, quotable later.
The architectural bet
Rules are governed data, not application code.
Every recommendation traces to versioned rules that engineering can evolve without a software release — proven live in the Rule Simulator against the flagship project.