Three acquisitions in 18 months — KLG (Jun 2024), International Airfreight Associates (Feb 2025), Pentagon Freight Services (Nov 2025) — adding ~1,300 staff and 70+ offices. Vishal Bedi installed as Chief Information Officer in 2023 from a global forwarder competitor; SmartHub portal modernization is named in the digital roadmap. The integration debt is the single biggest substrate.
Enmovil ships an agentic execution layer that sits above CargoWise + acquired-entity systems. Five territories where we could plug in. Walk what resonates.
Five surfaces. One agentic execution layer.
Each card: substrate signal · what we'd plug in · open the brief.
KLG + International Airfreight Associates + Pentagon Freight Services onboarding ~1,300 staff and 70+ offices. Master-data, customer-mapping, and exception-routing across mixed forwarding stacks.
SmartHub exists; no public AI / agent layer named in the public roadmap. Enmovil's customer-facing chat surface + proactive narrative + document Q&A maps directly to the modernization mandate Bedi was hired for.
Pentagon brings energy-sector charter / heavy lift. International Airfreight Associates brings perishable air. Pharma is GDP-credentialed at 35 branches. Each vertical demands its own exception logic that generic CargoWise workflows don't natively express.
Pentagon adds heavy-lift / project cargo. International Airfreight Associates adds perishable air. Multi-carrier tendering and freight audit get harder as the carrier mix fragments. No publicly named freight-audit vendor.
JAS publicly says they're investing in "digital tools and customs platforms to automate data validation and submission." HTS suggestion + pre-validation + Customs filing exception routing = straight Caddie surface.