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Quiet Pricing Companion
I designed Quiet Pricing Companion as a human-led AI system that helps small business owners examine pricing decisions with more context than a traditional pricing calculator or formula can provide.
The challenge was creating a system that could help users explore pricing without simply generating a number or telling them what they should charge. Pricing decisions are connected to workload, capacity, offer structure, positioning, customer expectations, and the way different products and services work together.
My Approach
I designed the conversation architecture, reasoning framework, behavioral guardrails, and user experience around guided analysis rather than automated answers.
The system helps users examine what they're selling, how their current pricing is functioning, where pressure or gaps may exist, and what deserves a closer look.
It can also help uncover connections across an existing product or service line, including opportunities that aren't always obvious when each offer is considered separately.
Human judgment remains central to the process. The system provides structure, questions, and perspective while leaving pricing decisions with the business owner.
The Result
The finished system turns a complicated and often emotional business question into a structured strategic conversation.
Rather than functioning as a pricing calculator, Quiet Pricing Companion demonstrates how AI can be designed to support nuanced business reasoning while keeping the user's experience, knowledge, and judgment in control.
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