HG Insights

Santa Barbara -- HG Insights launched its Contextual Intelligence Platform on October 06, 2026, aiming to close what the company calls a context gap causing autonomous AI agents to act on fragmented data in go-to-market operations.

Fragmented data causes AI agents to misread accounts and intent signals

HG Insights said most AI agents in GTM rely on isolated internal and commodity datasets lacking entity resolution. A single company can appear as multiple accounts, causing a subsidiary's spend to be missed or double-counted under the wrong parent. An intent signal from an existing customer can be misflagged as new business rather than expansion, while signals from competitive accounts may be wrongly pursued as winnable.