Visual Sales & Commercial Intelligence

In full production for a premier market research provider serving the Global 2000, automating the transformation of unstructured consumer video and text into instant, actionable behavioral insight at a scale manual review could never reach.

Processes 100% of consumer journey footage instead of manual sampling, extracting behavioral patterns frame-by-frame across video, image, and text streams.

Optimized a high-volume B2B deal-intelligence pipeline for an enterprise sales organization, clearing strict enterprise data-privacy hurdles that had previously blocked automated deal analysis.

Engineered an automated edge-redaction utility that strips sensitive identifying details before ingestion, then trained lightweight classifiers to target key buying signals — replacing expensive, brute-force GenAI calls and cutting compute overhead to near-zero.

Correlates real-world consumer touchpoints and customer reports against the same serialized batch ledger to surface gray-market diversion and unauthorized resale channels, automatically flagging performance patterns back to a specific production or import batch.

Every consumer-facing scan and support report is matched in real time to its production or import batch, isolating the specific channel and batch responsible for a diversion pattern.