Case Study: Artificial Intelligence & Machine Learning | Business Intelligence

Turning Pricing Chaos into a Scalable Growth Engine

A growing transportation and logistics organization partnered with Mutually Human to modernize its pricing operations. By centralizing data, embedding governance, and designing a custom pricing and analytics solution aligned to real workflows, the organization gained faster insights, improved pricing confidence, and a scalable foundation for revenue and margin growth.

Business Challenge:

Fragmented Pricing Processes Limited Scale and Confidence

A large transportation and logistics organization was struggling to scale how data supported pricing, operations, and strategic decision-making. Pricing knowledge was largely informal and distributed across individuals rather than embedded in systems. Teams relied on disconnected tools such as spreadsheets, emails, portals, and operational systems, resulting in manual processes, inconsistent reporting, and limited confidence in pricing decisions.

As the business grew and competitive pressure increased, these challenges led to slow quote turnaround times, duplicate or conflicting bids, and reduced visibility into historical performance. Leadership recognized material revenue and margin leakage and the need for a centralized, scalable foundation that could establish a single source of truth, improve pricing discipline, and support future growth and advanced analytics initiatives.

Approach:

Centralized Pricing Intelligence Designed Around Real Workflows

Mutually Human partnered closely with cross-functional stakeholders across pricing, operations, IT, and executive leadership to design a custom pricing and analytics solution aligned to existing workflows. The approach focused on centralizing RFQ and spot quote management, integrating with core operational systems, and embedding governance, approvals, and auditability directly into pricing processes.

The solution was designed to enhance—not replace—existing systems, with a strong emphasis on usability and adoption. A phased implementation strategy addressed integration complexity, change management, and ROI validation. Support included configuration and customization, data integration, workflow and approval design, training and enablement, and ongoing collaboration to ensure the solution could scale with the organization.

Results:

From Pricing Complexity to Scalable Confidence

The engagement equipped teams with the tools and foundation needed to act on pricing data—not just collect it—resulting in faster decisions, stronger governance, and a clear path to measurable business impact. 

Centralized Pricing Intelligence

A single source of truth replaced fragmented tools and tribal knowledge, giving teams visibility into pricing history, performance, and decision drivers across the organization.

Faster, More Confident Pricing Decisions

Streamlined workflows and embedded analytics reduced manual effort and turnaround time, enabling teams to respond to bids and quotes with greater speed and confidence. 

Improved Margin and Win-Rate Discipline

Clear governance, approvals, and historical insight created a path to stronger margin control and improved win rates—identifying a $50M-$100M+ annual ROI opportunity.

Scalable Analytics & Governance

Standardized reporting and governed workflows eliminated duplicate efforts and “friendly fire”, allowing pricing processes to scale with growth without increasing complexity. 

Foundation for Future Growth and Automation

With a modern pricing and analytics platform in place, the organization is positioned to expand capabilities across business units and support future initiatives such as advanced analytics, automation, and AI.

Great projects start with a great conversation.

Let’s talk about your unique challenges and explore how we can craft a solution that fits your needs. Whether you’re looking to streamline processes, innovate with new technology, or bring a bold idea to life, our team is here to help. Reach out today and take the first step toward turning your vision into reality with a trusted partner by your side.