Automating Complex Pricing to Reduce Errors and Accelerate Sales

Industry Software as a Service (SaaS), Multi-Industry
Key
Technologies
API-Driven Pricing Engine, Analytical Tools for Subscription Modeling, System Integration Architecture
Services Custom Software Development

A global SaaS provider serving a variety of industries faced a critical challenge — their customer quoting process was heavily dependent on spreadsheets and manual intervention. Relying on guesswork and inconsistent formulas made it difficult to deliver accurate, competitive quotes, exposed the business to human error, and slowed the sales process.

As the client expanded, they needed a streamlined, automated solution to ensure sustainable pricing structures that protected margins while staying competitive in the market.

Process
Automation

Automated 5 complex pricing formulas ensuring profitability and competitiveness.

Pricing
Structure
Analysis

Enabled real-time administrative control over products and pricing structures.

Rapid
Prototyping

Delivered production-ready API within 2 weeks.

Supporting future roadmap for digital quoting and system integrations.

Our Approach

To meet these needs, the client partnered with Callibrity to rapidly develop an automated pricing solution designed to replace manual processes with a modern, reliable system.

Callibrity began with a focused, two-day discovery workshop, aligning technical and business stakeholders to define requirements. Within the first two weeks, the team delivered a fully functional API that accurately replicated the client’s existing pricing logic, eliminating reliance on spreadsheets and manual calculations.

The solution incorporated five custom-developed pricing algorithms, ensuring every quote met margin requirements while remaining competitive in the marketplace. Callibrity also built an intuitive, web-based administrative interface, giving the client real-time control over product and pricing management.

To further enhance visibility, advanced analytical tools were integrated, allowing the client to model pricing structures and understand profitability impacts throughout the subscription lifecycle. The system was designed using familiar technologies, ensuring maintainability, seamless adoption, and scalability for future needs.

The Results

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With Callibrity’s solution in place, the client replaced error-prone manual processes with a scalable, automated system. A working prototype and production-ready API were delivered in under two weeks, allowing the client to generate accurate quotes faster and with greater confidence.

The automation of complex pricing calculations ensured profitability with every quote, while the administrative interface provided real-time control over pricing structures. Visualization tools unlocked insights into profitability that were previously impossible to access.

Callibrity’s iterative, collaborative approach—delivering demos multiple times per week—empowered the client to adapt to evolving priorities while building internal confidence in the solution.

The success of this engagement provided the foundation for the client’s next phase of growth. With automated pricing now driving their digital sales experience, they are positioned to optimize margins, reduce inefficiencies, and scale operations with greater agility and confidence.

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