The Birth of the Sell Side Solution

From Global Reach to Pricing Delays: DHL’s Shipping Powerhouse Faces a Hidden Cost

DHL has long been recognized as the benchmark for speed and coverage in express shipping. With a network that touches more than 120,000 destinations across 228 countries, the company’s infrastructure is built on a web of 5,900 offices, 36 strategic hubs, 275 gateway points, 254 dedicated aircraft, and a workforce of 68,700 air express specialists. Every kilometer of that vast system is optimized for reliability, ensuring that a package can move from one end of the planet to the other in record time.

When enterprise customers turn to DHL, they expect a seamless experience that matches the company’s reputation for speed. The service chain that gets a parcel from a sender to a corporate inbox is engineered for efficiency. Yet, one area where the scale of DHL’s operations clashes with its own standards is pricing.

Enterprise contracts are not one‑size‑fits‑all. Each business requires a tailored quote that takes into account volume, destination, required service level, and special handling needs. The process typically begins when a member of DHL’s sales team identifies a potential client and captures the customer’s specifications. Those specs are then forwarded to a pricing analyst or the upper management team, who use a proprietary calculation framework to generate a quote. The final price is delivered back to the sales rep, who presents it to the client.

Under the old workflow, a single quote could take up to three weeks from initial request to final delivery. In an industry where competitors can generate instant rates through online portals, that wait time is a strategic disadvantage. Enterprise buyers often have pressing timelines; if a price is delayed, they may explore alternative carriers that can deliver both speed and certainty.

During the period of waiting, the sales team’s momentum stalls. They are unable to move forward with negotiations, and the opportunity to lock in a long‑term contract evaporates. Even when the quote is eventually produced, the process is fragmented, with multiple handoffs and approvals that add administrative overhead and erode profit margins.

Because the price‑setting engine is centralized, each approval introduces a delay and an opportunity for human error. Small deviations in the calculation can lead to pricing that is either too high - losing business - or too low - eroding profitability. In both cases, the outcome is a maverick sale, where the deal does not meet the company’s financial targets or strategic objectives.

The combination of long approval cycles, fragmented workflows, and the risk of maverick sales creates a hidden cost that is not reflected in the customer’s invoice. Instead, the cost is embedded in the time that sales representatives spend chasing approvals and in the administrative effort required to produce a quote. Over time, these inefficiencies can add up to significant lost revenue.

DHL’s leadership recognized that three weeks was not an acceptable turnaround time in a market that rewards agility. The organization began searching for a technology solution that could bring pricing back under real‑time control, reduce approval overhead, and provide sales teams with the data they need to negotiate more effectively.

In parallel, a conversation between two visionaries - Daphne Carmeli, an emerging business developer, and Dr. Nachum Shacham, a broadband optimization expert - would set the stage for a new approach to pricing. By rethinking how algorithms optimized data flow in broadband networks, the pair realized that a similar framework could streamline the sales pricing process, turning it into a data‑driven, real‑time operation.

Thus, the need to eliminate pricing delays and maverick sales at DHL sparked a partnership that would lead to a groundbreaking solution for the entire supply chain industry.

From Video Conferencing Algorithms to Pricing Precision: The Meeting that Sparked a Revolution

In the mid‑2010s, a seemingly unrelated field - broadband optimization for video conferencing - was undergoing a breakthrough. Dr. Nachum Shacham, holding a PhD in computer science, was researching how to transmit high‑definition video with the lowest possible latency while conserving bandwidth. His team had devised an algorithm that dynamically adjusted packet flow based on network conditions, ensuring smooth streams even over congested links.

At the same time, Daphne Carmeli was tackling a different problem. She had a background in mathematics and an MBA, and she was deeply concerned with the concept of “maverick sales.” In the logistics world, a maverick sale occurs when a transaction is underpriced, sold outside approved channels, or otherwise fails to meet corporate objectives. These deals can erode profit margins, damage brand perception, and create compliance risks.

During a pivotal meeting, Carmeli approached Dr. Shacham with the question: can the same kind of optimization that keeps a video stream smooth also keep a pricing engine efficient? Dr. Shacham was intrigued. He recognized that both problems involved a flow of information that needed to be optimized - data packets in broadband, pricing data in sales. The goal in both cases was to deliver the correct output with minimal delay and maximum accuracy.

The duo set out to explore whether the algorithmic techniques used to route video streams could be repurposed for real‑time pricing. The key insight was that both processes required: a set of inputs (customer specifications or network conditions), a set of constraints (service levels, cost structures, or bandwidth limits), and an optimization goal (low latency or high profit).

Applying this framework, they envisioned a system that would accept a customer’s shipping requirements, run them through an engine that immediately calculates the best price based on predefined rules and market data, and present the result to the sales team without waiting for manual approvals. The system would also flag any outliers - prices that were too low or too high - so that managers could intervene before a deal slipped through the cracks.

That conceptual leap became the foundation for a new company: Metreo. Founded by Carmeli and Shacham, Metreo aimed to deliver a “supplier‑driven” solution - meaning the tools would be built from the perspective of the seller, allowing them to negotiate deals that benefit both parties. The company’s core product, Supplier Response (SR2), promised to transform the negotiation cycle from a slow, paper‑heavy process into a fast, data‑rich digital workflow.

Metreo’s mission was clear: help CEOs and sales leaders who are accountable to shareholders make smarter deals that avoid the pitfalls of maverick sales. By integrating pricing algorithms, real‑time data feeds, and automated approval pathways, SR2 aimed to reduce the cycle time from weeks to hours, while simultaneously protecting profit margins.

Beyond pricing, the system also provided visibility into customer behavior, highlighting accounts that were consistently slow to close or had historically requested discounts that threatened profitability. With that insight, sales teams could redirect their focus toward high‑potential prospects, improving overall efficiency.

The partnership between Carmeli and Shacham marked the beginning of a new era in supply chain technology. What started as a curiosity about broadband optimization evolved into a commercial solution that addressed one of the logistics industry’s most stubborn inefficiencies - pricing delays and maverick sales.

With the foundational ideas in place, Metreo prepared to test its technology in a high‑profile environment that could validate its claims and demonstrate real value: DHL.

Supplier Response 2.0: How DHL Is Turning Speed into Savings

Metreo’s Supplier Response (SR2) system is a suite of patent‑pending optimization tools that streamline the entire negotiation lifecycle. It couples a rule‑based pricing engine with real‑time data integration, allowing DHL’s sales teams to present dynamic, accurate quotes on the spot.

The implementation is structured in phases, each designed to deliver immediate cost savings while paving the way for deeper integration. In the first phase, the system is deployed as a web‑based portal that interfaces with DHL’s existing customer relationship management (CRM) platform. Sales representatives can now pull up a customer profile, enter shipment details, and receive a price within minutes.

During the same phase, SR2 incorporates a “deal quality” metric that automatically flags quotes that fall outside predefined profitability thresholds. If a proposed price would generate a loss of more than five thousand dollars for DHL, the system highlights the issue and suggests a revised rate that meets the minimum margin requirement. This feature eliminates the risk of maverick sales without adding manual steps.

The second phase focuses on data enrichment. By connecting SR2 to DHL’s internal data warehouses and external market feeds - such as fuel surcharge indices, carrier capacity, and regional demand - sales reps gain context for each price point. For example, if a surge in shipping volume is expected for a particular destination, the system can adjust the quote upward to reflect the anticipated cost increase. Conversely, if a competitor is offering a promotional rate, the system can suggest a competitive yet profitable counter‑offer.

With the third phase, the platform introduces a negotiation assistant. This AI‑powered module tracks the progress of a deal in real time, reminding sales reps to address pending approvals, highlighting key negotiation points, and providing a “best‑case” price range based on historical data. The assistant also records the outcomes of each negotiation, feeding insights back into the system to refine future pricing models.

Throughout all phases, SR2 maintains rigorous compliance with DHL’s internal governance. Every price adjustment passes through a digital audit trail, ensuring that executives and regulators can verify that the company is meeting its profitability targets. The system’s approval workflow reduces the number of manual sign‑offs, cutting down approval time from weeks to hours.

The benefits to DHL are tangible. By eliminating the three‑week wait for a quote, the company can close deals faster, reducing the window in which competitors can swoop in. Sales representatives are no longer bogged down by administrative tasks; instead, they focus on building relationships and tailoring solutions to client needs. Moreover, the real‑time data insights help identify which customers consistently request discounts or are slow to convert, allowing DHL to adjust its marketing and sales strategies accordingly.

Financially, Metreo’s analysts estimate that the first phase alone could recover millions of dollars in lost margin by preventing maverick deals. As the system matures through subsequent phases, the company expects to see a compounding effect: higher win rates, lower operational costs, and a stronger competitive edge in the market.

Metreo’s partnership with DHL serves as a compelling case study for other global carriers. It demonstrates that even the largest logistics networks can benefit from digital transformation when the focus is on pricing precision and operational agility.

As SR2 becomes fully operational, DHL’s sales force will move from reactive to proactive, wielding data‑driven tools that empower them to negotiate deals that are beneficial for both the company and its customers.

From a Startup to a $15 B Opportunity: Metreo’s Trajectory and Investor Appeal

Metreo’s journey from a small tech incubator to a key partner of a global shipping titan is a testament to the power of focused execution. The company’s first funding round in 2000 arrived at the tail end of the dot‑com crash, when many startups struggled to secure capital. That early infusion, combined with a clear product vision, allowed Metreo to build a prototype and secure its first pilot contracts.

Over the next decade, Metreo continued to refine SR2, adding new features such as predictive analytics, automated approval workflows, and integration modules for various CRM platforms. Each iteration brought the system closer to the needs of enterprise customers, which in turn attracted the attention of venture capitalists who saw the potential to disrupt a market worth an estimated $15 billion.

In 2024, Metreo raised $22 million in a third round of funding. The investors were drawn not only to the company’s growth metrics but also to its ability to communicate complex technology in straightforward, business‑oriented terms. The capital is earmarked for scaling the team - adding more sales specialists, software developers, and support staff - to meet the rising demand from clients like DHL and other logistics leaders.

Metreo’s leadership has expressed a clear strategy for growth: hire aggressively, build a strong sales network, and deepen product offerings. The company’s website and investor presentations emphasize its role as a “sales‑side solution” provider, positioning it as an essential partner for companies looking to reduce maverick sales and boost profitability.

Beyond the numbers, Metreo’s success story offers a blueprint for startups seeking to make an impact in the supply chain sector. By focusing on a specific pain point - pricing delays and maverick deals - it created a niche solution that delivered measurable value to a large enterprise. The partnership with DHL validates the product’s scalability and provides a credible reference for future customers.

Investors looking at Metreo find a company that has already proven its model at the highest level. The $15 billion market potential for sales‑side solutions, coupled with Metreo’s patented technology and proven track record, makes it an attractive play in the B2B software space.

As the company continues to grow, its mission remains clear: to empower sales teams worldwide with data‑driven tools that eliminate guesswork, reduce administrative overhead, and maximize profitability. With the right funding and talent, Metreo is poised to become the go‑to platform for companies seeking to transform their sales operations into engines of growth.