Facility-Level Opportunity Mapping in CPG and Medical Device Waste Management Using AI-Driven Analytics

Client Overview

A leading U.S. waste management firm specializing in hazardous and non-hazardous treatment sought to expand its footprint across high-waste industrial sectors – specifically Consumer Packaged Goods (CPG) and Medical Devices. The client aimed to identify priority customers, quantify market potential, and focus its business development efforts on the highest-value opportunities.

The Challenge

Despite strong core service capabilities, the client lacked the comprehensive market intelligence necessary to execute a focused growth strategy in these segments. Key gaps included:

• Facility intelligence: No consolidated, geocoded inventory of relevant manufacturing and distribution facilities across CPG and Medical Devices.
• Waste volume estimation: Difficulty quantifying total addressable waste volumes due to the absence of standardized production and disposal metrics.
• Targeting and prioritization: Lack of a standardized framework to rank target companies, regions, and facilities by opportunity potential.

These limitations made it difficult to prioritize markets, allocate resources effectively, and build a data-driven go-to-market plan.

To address this, the client engaged Espalier to identify facility-level growth opportunities, estimate market potential, and align high-value targets with its existing operational footprint to enable efficient GTM execution.

Espalier’s Approach

Espalier applied a structured, data-driven methodology powered by its proprietary AI platform to identify and prioritize growth opportunities across the target industry segments.

1. Target IdentificationIdentified 100+ priority companies across four focus areas—CPG manufacturers, medical device companies, distribution service providers, and 3PLs. Developed a comprehensive facility inventory covering 400+ distribution centers and 250+ manufacturing sites nationwide, including detailed metadata such as location, facility type, and operational role.
2. Waste Volume EstimationEstimated annual waste volumes using facility square footage, operational characteristics, and industry benchmarks. This enabled precise opportunity sizing by facility type, region, and company segment.
3. Proximity and Fit AnalysisOverlaid the client’s existing treatment, transfer, and transportation infrastructure with identified facility locations to surface regions where high waste volumes aligned with operational proximity—supporting efficient, capital-light expansion.

Client Impact

Espalier delivered a data-rich foundation for targeted growth:

• Market intelligence at scale: Provided comprehensive visibility into hundreds of high-waste CPG and Medical Device facilities nationwide.
• Precision targeting: Identified priority regions and customers with the highest waste volumes and strongest geographic fit with current assets.
• Accelerated go-to-market execution: Equipped commercial teams with prioritized target lists, estimated waste volumes, and geospatial overlays to shorten sales cycles and reduce prospecting time.

Espalier’s approach transformed a fragmented and opaque growth challenge into a clear, data-backed expansion roadmap – equipping the client to confidently pursue high-impact opportunities across the U.S. CPG, Medical Devices, Distribution, and 3PL sectors.