Mantle blog · Apr 2026
Explains Mantle’s thesis that enterprise agents fail without live context and positions Mantle as a semantic context layer with zero-copy access, entity resolution, and MCP delivery.
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Updated Jul 29, 2026
Overview
Mantle is a YC F25 AI-native context engine for enterprise agents: it reads company data in place, resolves entities across connected tools, builds a knowledge graph, and serves source-grounded context to AI agents over MCP so teams can automate back-office workflows without ETL or data copying.
Primary product
AI-native semantic context layer / context engine for enterprise agents
Founded
2025
Headquarters
San Francisco, California, United States
Team size
1-10
Industry
Software Development
Sub-industry
Enterprise AI infrastructure / context engines
Offices
Bengaluru, India
Open Positions
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