GrayMatterv0.2.0

An AI agent uses GrayMatter to remember past customer interactions and preferences, access live order and invoice data from the schema, and coordinate with other bots via shared graph state. The agent resolves support tickets faster by referencing durable memory and organizational data.

An agent monitors Opportunities and SalesActivities from the live schema, writes decisions and context to MemoryEntry, and uses SwarmOps graph to track relationship changes. It alerts sales reps about stalled deals and suggests next steps based on historical patterns.

An agent ingests documents as Artifact memory entries, queries them via /MemoryEntry/query, and uses the schema to link to relevant Products, Workbooks, or Workflows. Employees ask natural language questions and get answers grounded in the organization's live data model.

An agent reads Task and Workflow objects from api-0, writes progress and decisions to persistent memory, and uses graph endpoints to coordinate with other agents. It ensures workflows complete even if agents restart, by storing state in GrayMatter.

An agent loads KeyMetrics, Goals, and StrategicPriorities from the schema, stores analysis as Preference and Decision memory entries, and shares insights via shared graph. Leadership receives periodic reports on progress toward objectives with context from durable memory.

GrayMatter provides 500 starter credits; additional credits are purchased for query and memory operations. The model monetizes each durable memory write, query, or graph traversal.

Organizations subscribe to ValkyrAI for RBAC-scoped API access. GrayMatter is a premium skill that requires an active subscription, with tiered pricing based on number of agents and storage.

Third-party SaaS products embed GrayMatter as a durable memory layer for their AI features. Revenue comes from per-tenant licensing or usage-based fees, leveraging api-0 schema integration.