Platform Capabilities

Execution surfaces built for real operations

Live capability surfaces across teammate execution, governance, integrations, and outputs.

Layered Memory

Ground teammates with business baseline context, conversation memory, and durable role state.

Designed for continuity across long-running work, follow-ups, and handoffs.

  • Business baseline context for grounded execution
  • Conversation continuity for follow-ups and handoffs
  • Durable role and run context across sessions

Knowledge Base

Ingest workspace knowledge from documents, website URLs, manual entries, and connected tools.

Keeps teammate execution grounded in your source material.

  • Manual notes, file uploads, and URL ingestion
  • Connected-tool ingestion via MCP integrations
  • Role-scoped retrieval during execution

Skills

Attach reusable skills so teammates follow your standard procedures and output formats.

Makes execution behavior consistent across teammates and teams.

  • Workspace skill library and pack install
  • Attach/detach skills per teammate
  • Reusable procedural patterns for repeatable outcomes

MCP Integrations

Connect external systems with MCP-compatible tools and governed role-level tool access.

Gives teammates controlled action surfaces in your existing stack.

  • MCP server registration and tool discovery
  • Role-level tool scoping and guardrails
  • Credentialed connector setup and lifecycle management

Webhooks & Triggers

Receive outbound execution events and start teammate runs from inbound trigger endpoints.

Integrates ZephMatrix runs into your operational event loop.

  • Inbound trigger endpoints for async run starts
  • Outbound webhooks for execution events
  • Delivery logging, retries, and governance controls

Artifacts

Generate downloadable outputs and keep them linked to the runs that created them.

Preserves execution provenance for review and distribution.

  • Run-linked artifact creation and download
  • Workspace artifact index and teammate-level visibility
  • Provenance metadata for traceability and review