Verilian

Verilian is a social intelligence company that reads billions of unfiltered human signals to understand what people say, do, struggle with, and reach for. It turns that understanding into a living model of human behavior so others can see what the world wants before it is spoken or written. The tool is used by organizations seeking to turn raw signals into actionable plans and products. It emphasizes continuous observation across many sources and contexts and organizes insights as usable briefs and roadmaps.

Verilian operates by defining a structured ontology that reflects the language of a space, then watching large volumes of content across creators, platforms, languages and time zones. Its agents observe videos, posts, threads, reviews and queries and do not sample, aiming to capture a broad, live view of activity. Signals are parsed into typed entities and edges to preserve structure while reducing noise.

The engine maps market dynamics by turning entities into a living graph that shifts as the world shifts. It produces a single engine that can be directed at markets that matter to the user, surfacing rising demand, fading trends and new opportunities in real time. The approach focuses on turning unstructured demand into structured, actionable outputs that teams can ship against on short timelines.

It emphasizes private beta access and the ability to demonstrate live workspace reads tuned to specific markets. The overall aim is to replace guesswork with data-driven visibility into what the world wants now and next, with the option to engage through a walkthrough of a live workspace.

Use cases

• Citizen demand indexes for government surfaces policy gaps and public frustrations
• Consumer & retail surface product gaps from actual behavior