To achieve successful digital food innovation, modern consumer packaged goods brands must solve the challenge of isolated data pipelines.

In this episode of Food Tech Talk: Supply Chain Insights from Farm to Fork, host Katy Jones (CEO of Trustwell) and guest Gautam Kanumuru (co-founder and CEO of Yogi) reveal how processing unstructured shopper feedback through advanced natural language processing can unlock actionable business intelligence at scale. Many executives fall victim to operational failures by depending entirely on simple checkout logs, creating severe blind spots around how products are handled, trimmed, and managed before consumer purchase. By executing robust multichannel feedback aggregation across reviews, Target entries, call centers, and social posts, organizations build absolute enterprise data connectivity and achieve true supply chain visibility.

This conversation details how proper product listing optimization and tracking consumer sentiment analysis protect an enterprise during product shifts. Kanumuru explains how Yogi implements multitasking data tagging on individual feedback points, such as identifying whether a dissatisfied reviewer is actually a brand loyalist or a parent, to isolate negative trends before market share walks out the door. This dynamic data framework directly optimizes reformulation risk management and ensures long-term brand loyalty preservation.

The conversation outlines strategic frameworks for the build-versus-buy software dilemma, highlighting the Pareto principle software rule where the final 20% of engineering dictates core utility. Executives must track comprehensive software maintenance metrics to maintain an accurate outlook on software engineering ROI.

Ultimately, as agentic shopping commerce and LLM recommendation systems continue to evolve, expanding e-commerce data transparency and extracting granular SKU-level insights remain the ultimate playbook for smart brands seeking predictive market intel.

Connect with the team:
👉 Katy Jones on LinkedIn: https://www.linkedin.com/in/katyjonespr/
👉 Trustwell: https://www.trustwell.com/
👉Gautam Kanumuru on LinkedIn: https://www.linkedin.com/in/gautam-kanumuru/
👉Yogi Website: https://www.meetyogi.com/

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