Blog

Updates from the graph.

Engineering notes, category teardowns, and field reports from the teams using PYRAMYD in production.

Shipping soon

Three posts in the pipeline.

We're not publishing thin SEO content. Every post is written by an engineer or operator who actually built the thing — and every claim is grounded in the live graph.

Engineering · Graph RAG

Why Graph RAG beats Vector RAG for enterprise software grounding.

A walkthrough of why typed entities and provenance edges beat dense vector retrieval when the question is "which vendor and which release."

COMING SOON

Category Teardown · CRM

Salesforce, HubSpot, and the long tail: a 2026 CRM stack snapshot.

What 250K+ enterprise software products tell us about CRM concentration, switching costs, and the rise of vertical CRMs.

COMING SOON

Field Report · CI Teams

How leading CI teams cut battle-card refresh from weeks to hours.

Three competitive intelligence leaders share how they shifted from quarterly content drops to live, graph-grounded battle cards.

COMING SOON

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