project44 combines a global logistics data network with visibility, transportation, yard and AI-agent products. Cloud28.ai builds and operates bespoke agent teams around your exact workflow, including documents and legacy systems outside a standard platform rollout.
Last reviewed 13 November 2026. Based on each company's public materials.
| project44 | Cloud28.ai | |
|---|---|---|
| Category | Supply chain decision-intelligence platform | Custom agent teams as a managed service |
| Core strength | Network-scale logistics data, visibility and platform products | Bespoke operational execution across your current systems |
| Typical buyer | Shippers and logistics enterprises needing multimodal network coverage | Forwarders, carriers, 3PL/4PL, warehouses and mid-market manufacturers |
| AI agents | Platform agents for bookings, reroutes, network operations and yard workflows | Agents designed around your SOPs, documents, EDI, email and legacy screens |
| Data foundation | project44 logistics data graph and connected ecosystem | Your operational data, systems and selected external sources |
| Hosting | project44 platform | Your VPC or on-prem, with an open-weight model option |
Both can automate supply chain work. The decision is whether you need project44's shared network and product suite or a bespoke managed agent team built around your operating model.
| project44 offers | Cloud28.ai, customized to you |
|---|---|
| Multimodal shipment and inventory visibility | Agents can consume approved visibility events, then execute the downstream work in your TMS, WMS, ERP, inboxes and customer workflows. |
| Transportation, yard and exception-management products | A focused agent team built around the tools you already operate, without requiring the same product footprint. |
| AI agents grounded in a large logistics data graph | Agents grounded in your SOPs, private operational history, documents and system context, with evidence and approval gates you define. |
| API-first ecosystem connectivity | API connections where available, plus EDI, files, email, databases and legacy-interface automation where required. |
Left column summarizes project44's public positioning in our own words; see sources below.
project44 describes Movement as a decision-intelligence platform for supply chains. Its current portfolio spans multimodal visibility, transportation management, yard management, exception workflows and AI agents, supported by a large connected logistics data network.
project44 is strongest when the shared logistics network, predictive visibility and integrated platform products are central to the problem. Its agents can act inside that platform context.
Cloud28.ai starts with one customer-specific workflow and the systems already in place. We build and operate the agents across APIs, documents, EDI and legacy interfaces, with a private open-weight LLM option next to your data.
Real samples, real systems, one workflow with heavy manual effort and clear rules.
A custom agent team, connected to your TMS, WMS, ERP, EDI, inboxes and files.
Production-like test on your documents, measured against today's effort and error rate.
We run and improve the agents, optionally on your own private open-weight LLM.
They solve overlapping but different problems. project44 provides a broad decision-intelligence platform, logistics data network, visibility, transportation and yard products. Cloud28.ai builds and operates bespoke agents around a customer's existing workflows and systems.
Yes. Where a customer's project44 deployment exposes approved interfaces, Cloud28.ai agents can use visibility and exception events as inputs to operational workflows in TMS, WMS, ERP, inboxes and documents.
project44 is API-first and connects a large logistics ecosystem. Cloud28.ai is designed for bespoke workflows that may also require documents, EDI, email, database access or legacy screens with limited APIs.
Show us the visibility event, document or exception and the systems your team updates next. We'll map the agent handoffs.
project44 and other product names are trademarks of their respective owners. Cloud28.ai is not affiliated with or endorsed by them. Competitor descriptions summarize public materials as of the review date and may change; to request a correction, email [email protected].
