Market Trend Intelligence & Campaign Accelerator
ScaleX Event — PalTech ↗ · 2026Hackathon-built LLM agents that turn market signals into evidence-backed, ready-to-use sales campaigns.
The problem
Sales teams struggle to turn the constant stream of industry news, blogs, and events into timely, credible campaign material. Themes were picked on intuition and content was written from scratch every time.
What I built
A set of agents that ingest blog, news, and event signals and distill them into LLM-generated campaign themes, each scored on market relevance, capability alignment, and campaign readiness. Selected themes are matched against an internal service-capability knowledge base, then expanded into ready-to-use assets — briefs, LinkedIn and email messaging, and call talking points — with a chatbot for exploring and refining themes.
Outcome
Built during ScaleX, PalTech's internal event. The pipeline produces evidence-backed campaign content in minutes instead of days, with every theme traceable back to the market signals that motivated it.