Libera Global AI

Across emerging markets, millions of consumers buy products one day at a time, not because they prefer smaller formats, but because they offer flexibility in uncertain economic conditions. As inflation and pricing pressure reshape retail, the shelf is becoming a real-time reflection of consumer behaviour.

Retail decisions are still made far from where they actually matter. Out-of-stocks. Delayed replenishment. Wrong product mix. These aren’t isolated issues - they’re infrastructure failures. The challenge isn’t visibility. It’s acting in real time when and where decision matter.

FMCG doesn’t have a data problem, it has an execution problem. Insights aren’t turned into decisions fast enough and sales are lost. Revenue is driven by timely action and continuous store-level oversight. The shift is already underway.

Supply chains have transformed. Execution can’t keep up. That gap is what keeps brands reactive, fixing problems after they happen instead of preventing them. The problem isn’t strategy. It’s the absence of flexible infrastructure, that enables real-time oversight and immediate action 👁️⚡

FMCG brands don’t lack data. They lack timing. 👉 Most teams are still operating on delayed cycles 👉 And when products are missing, up to 64% of shoppers switch This isn’t a data problem. It’s an execution problem.

POS data shows what was sold, not what was missing or when competitors win 📉 In emerging markets, that gap is massive. 👉 Brands see sales, not reality. That’s why Vision AI matters 👁️ Growth doesn’t come from more data. It comes from seeing what’s happening in-store 🏪

Much of retail in emerging markets still runs on pen, paper, and ledger books. For global brands, that means delayed audits, fragmented data, and limited visibility into what’s really happening on shelves. Fixing retail execution starts with fixing the data layer.

In fragmented retail environments, execution depends on visibility. The fastest way to scale retail data collection isn’t new software. It’s improving the workflows people already use.

When messaging apps connect with automation and Vision AI, they become more than communication tools. They become a real-time retail data pipeline, capturing shelf availability, compliance, and store conditions as they happen.

Messaging apps are quietly becoming the modern retail infrastructure in emerging markets. Not because companies deployed them. Because everyone was already using them.

Emerging markets are expected to outpace developed economies in 2026, according to J.P. Morgan — driven by domestic demand and digital adoption. For CPG brands, growth alone isn’t enough. Without real-time shelf visibility, rising demand can still turn into lost sales. personalinvesting.jpmorgan.com/guides/our-inv…

As Indonesia moves into early 2026, consumer demand is picking up, helped by festive spending and supportive fiscal policy. In a rising market, availability still decides winners: without real-time shelf visibility, brands can lose sales even when demand is strong.

In 2025, Libera proved the value of live shelf data for FMCG sales through deployments for 7+enterprise clients across 3 markets. In 2026, we’re doubling down on coverage, and purpose-built AI, so more brands can react to shelf shifts as they happen.

Libera captures out-of-stocks as they appear and demand patterns as they shift. Brand reps share shelf images in real time, guided by smart prompts from Libera’s WhatsApp chatbot. Resource-intensive store checks become a simple workflow, ensuring brands receive market signals as they happen. 🚀

Worse, when shoppers switch to a competing product once, they often don’t switch back. OOS doesn’t just reduce revenue. It erodes market share. That’s why real-time, store-level visibility is becoming essential for modern retail operations. 📊🤖

In many emerging markets, brands still rely on store visits once a every two weeks or even less. That means a product can be unavailable for days, without the brand even knowing it’s missing.

Out-of-stock isn’t just a supply issue — it’s a revenue leak and a loyalty problem for FMCG brands. When products don’t reach shelves or get stuck in store inventory, brands lose sales and customers.