# mantle > mantle is the context layer for every AI agent. We're building zero-copy connectors, real-time entity resolution, and quality-scored context delivery so any AI agent can query an organization's full data estate with a single MCP-native API call — without moving or copying the data. mantle is currently in pre-release. mantle is operated by E2 Partners LLC and is built on an open-standards approach: Model Context Protocol (MCP) native from day one, zero-copy architecture so customer data never needs to leave its source system, and a semantic knowledge graph that resolves entities and relationships across every connected source. ## Core pages - [Home](https://mantleai.dev/): What mantle is, how it works, join the waitlist. - [Why we're building mantle](https://mantleai.dev/announcement): Vision essay on the context-layer thesis for AI infrastructure. - [Documentation](https://mantleai.dev/docs): Preview documentation for the mantle API, SDKs, and MCP implementation. ## Solutions - [Enterprise AI](https://mantleai.dev/solutions/enterprise-ai): Give every enterprise AI deployment deep, real-time context. - [Data Integration](https://mantleai.dev/solutions/data-integration): Zero-copy data integration without ETL or pipelines. - [Agent Systems](https://mantleai.dev/solutions/agent-systems): Context layer for autonomous AI agent frameworks. - [Knowledge Graph](https://mantleai.dev/solutions/knowledge-graph): Semantic entity resolution across connected data sources. - [Security](https://mantleai.dev/solutions/security): Our security-by-architecture approach and compliance roadmap. ## Industries - [Financial Services](https://mantleai.dev/case-studies/financial-services): How mantle is designed to serve banking and capital markets AI. - [Healthcare](https://mantleai.dev/case-studies/healthcare): Unified clinical context across EHR, lab, pharmacy, and scheduling. - [Defense](https://mantleai.dev/case-studies/defense): Cross-domain context for analysis and decision-support agents. - [Supply Chain](https://mantleai.dev/case-studies/supply-chain): End-to-end visibility across logistics and inventory. - [Retail](https://mantleai.dev/case-studies/retail): Personalized AI shopping with real-time customer context. - [B2B SaaS](https://mantleai.dev/case-studies/b2b): Account-aware AI agents for customer success and sales. - [Consumer Apps](https://mantleai.dev/case-studies/b2c): High-volume context queries for consumer platforms. ## Developers - [API Reference](https://mantleai.dev/docs/api-reference): Preview REST API design. - [SDKs](https://mantleai.dev/docs/sdks): TypeScript, Python, and Go clients. - [MCP Spec](https://mantleai.dev/docs/mcp-spec): How mantle implements the Model Context Protocol. - [Changelog](https://mantleai.dev/docs/changelog): Pre-release notes. ## Legal - [Privacy Policy](https://mantleai.dev/privacy): GDPR, CCPA, and UAE PDPL coverage; subprocessors; no AI training on your data. - [Terms of Service](https://mantleai.dev/terms): Pre-release terms, AI disclaimer, governing law United Arab Emirates. - [Accessibility](https://mantleai.dev/accessibility): WCAG 2.1 AA target and accessibility commitments. ## Contact - Email: hello@mantleai.dev - Twitter / X: [@usemantleai](https://x.com/usemantleai) - Security disclosure: [security.txt](https://mantleai.dev/.well-known/security.txt)