Deep Insights debuts at NRF 2026 Asia-Pacific, partnering with Indonesia’s top retail tech firm to pioneer AI-powered supply chains.

The presentation began with an industry dilemma: We’ve automated everything that can be automated—so why is the supply chain still falling short?

Three sets of data directly highlight the crux of the issue: many retailers are operating… 5 or more Fragmented supply chain systems; despite the availability of WMS, TMS, and OMS solutions, 72% of exception handling They still rely on telephone and instant messaging; the gains from automation have not only reached their peak but are also declining gradually. Deep Insights has dubbed this phenomenon the “Supply Chain Efficiency Paradox.”

Indivara Group CTO Antonius Kho presented the specific implications of this paradox in emerging markets.

Traditional retail in Indonesia accounts for of the country’s total retail outlets. 98.5% , with an annual transaction volume exceeding 90 billion US dollars Yet it has long remained outside the digital ecosystem. The Bersama platform, under Indivara Group, was created precisely for this purpose: by enabling retail outlets to place orders online via a mobile app and connecting them with wholesalers for same-day delivery, it helps traditional retailers integrate into the modern fast-moving consumer goods supply chain.

As of now, Bersama has expanded its reach to Indonesia. More than 50 cities , with over active outlets 32,600 companies , active wholesaler 472 companies As the company scales, the complexity of supply chain management grows in tandem—this is precisely why Bersama turned to Deep Insights.

Philip Leong, Head of International Business at Deep Insights, took the stage to unveil the end-to-end supply chain cloud platform jointly developed by both parties.

The solution leverages Bersama’s retail network as a collaborative foundation, with implementation support provided by Deep Insights, covering… Order Management (WHO), Warehouse Operations (WMS/WES), Transportation Dispatching (TMS/YMS) seamlessly integrates the entire end-to-end supply chain, from order placement to last-mile delivery, while leveraging warehouse agents, transportation agents, and a control tower to enable maximized autonomous decision-making across the full logistics network.

This joint solution has also served as a real-world validation of Deep Insights’s AI capabilities in complex, emerging markets.

With real-world scenarios as a foundation, Deep Insights further elucidates the fundamental differences underlying technological transformation.

The boundaries of traditional automation are clear: executing predefined tasks, optimizing individual systems, responding passively, and relying on human intervention to handle exceptions.

AI Agents, by contrast, are fundamentally different: they are goal‑driven, enable cross‑system collaboration, proactively address anomalies in real time, and continuously self‑optimize. Deep Insights has distilled this closed loop into: Perception → Judgment → Action → Self-healing 。

In terms of deployment, Deep Insights offers two pathways— Human–robot collaboration model Enable agents to assist human decision-making while retaining approval authority. Multi-Agent Autonomous Orchestration Mode The primary agent decomposes tasks, while the subordinate agents collaborate to execute them, making this approach well-suited for scenarios that demand a high degree of automation. These two components are not mutually exclusive; rather, they should be selected flexibly based on the maturity of the business process.

Underpinning these capabilities is the DI.AI platform, which Deep Insights has developed over 22 years and refined through serving more than 600 clients. The platform currently hosts dozens of specialized AI agents, covering five major domains: warehousing, transportation, freight forwarding, shipping, and general logistics. The presentation highlighted six agents designed to address six common pain points in the warehousing and transportation sectors:

* Actual performance data may vary depending on the business scenario.

This appearance on the NRF Asia-Pacific stage marks a product showcase for Deep Insights and serves as proof to the global retail community that China’s supply-chain AI is already operating effectively in the capillaries of overseas markets.

Deep Insights is an AI‑agent‑driven provider of intelligent supply chain solutions. Our product suite—built on the DI.AI platform, including WMS, TMS, CargoNova, and the Control Tower—has been deployed at scale across warehousing, transportation, freight forwarding, and shipping, delivering measurable business value to customers worldwide.