How AdsCult Designed A Custom Quotation Creation and Management System

AdsCult built QuoteNow as a custom quotation and estimate management system for a luxury furniture brand handling highly customised orders. The platform was designed to replace complex Excel-based workflows with a structured, data-driven system that supports speed, accuracy, and scale.

About QuoteNow

The client operates in the premium furniture space with thousands of configurable products and a strong focus on customisation. Their sales, studio, and factory teams required a shared system that could manage complexity without slowing down operations.

Custom BuildDashboard

Stack We Used

The Challenge

The client’s quotation process was heavily dependent on spreadsheets and manual coordination, which became increasingly difficult to manage at scale.

Complex Excel-Based Workflows

Estimates were created using large spreadsheets that were difficult to maintain and error-prone.

High SKU Volume

With over 20,000 SKUs, manual data handling slowed down quote preparation.

Multiple Estimate Formats

Customer-facing estimates and factory-level estimates required different levels of detail.

Lack of Version Control

Tracking revisions and approvals across teams was inefficient.

Limited Visibility for Marketing and Sales

There was no structured data to analyse customer visits, conversions, or trends.

No Single Source of Truth

Sales, studio, and factory teams operated on disconnected versions of the same data.

Our Approach

We focused on preserving the flexibility of Excel while removing manual effort and operational risk.

We studied the complete customer journey, from showroom visits to factory-level detailing, to understand how estimates were built and approved.

The platform was designed to feel familiar to Excel users while introducing structured inputs, validations, and version control.

A custom system was built to manage SKUs, estimate logic, revisions, and role-based access. Every stage of the quotation journey was connected to structured data.

The system was tested for accuracy, performance, and usability across large product datasets and real sales scenarios.

Why This Tech Stack

We selected technologies that support complex business logic, large datasets, and structured workflows.

Django (Python Framework)

Robust backend framework for complex quotation logic.

  • Secure architecture
  • Scalable workflows

 

Python

Handles pricing logic, validations, and data processing.

  • Reliable calculations
  • Flexible integrations

 

PostgreSQL

Relational database suited for structured and high-volume data.

  • Data integrity
  • Advanced querying

 

JavaScript

Improves interactivity across estimation workflows.

  • Smooth UI updates
  • Faster interactions

 

GraphQL

Enables efficient data fetching for complex estimate structures.

  • Flexible queries
  • Reduced data overhead

Bootstrap CSS

Responsive UI framework for clean and consistent layouts.

  • Faster UI development
  • Cross-device compatibility

Results that created Impact

A unified platform that mirrors natural workflows while automating every repetitive, manual step.

Customer Visit Tracking

Studio visits and customer interactions are tracked to support footfall analysis and follow-ups.

SKU and Product Management

Thousands of products can be uploaded and managed efficiently with structured configurations.

Quotation Creation and Versioning

Estimates can be created, revised, and tracked with full version control across teams.

Dual Estimate Formats

Customer-friendly estimates and detailed factory-level estimates are generated from the same data source.

Marketing and Sales Insights

Customer activity data feeds into dashboards for conversion tracking and remarketing.

Role-Based Access Control

Sales, studio, and factory teams access only what is relevant to their role.

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