Temporal memory
Keeps original, current, working and historical memory separate but linked.
Project memory for AI agents
Project memory that agents can actually use.
SPM is the structured, temporal, verifiable and injectable memory layer for agents and teams.
SPM turns fragmented project knowledge into governed project memory that agents can query, package, inject, share, audit and reuse.
SPM context packverified
Requirements
Original memory
Truth
Current state
Run context
Working memory
Trace
History
Query
topic:release-readiness tags:mcp,agent
Graph
requirements, current state, policy, handoff
Injection
MCP, API, CLI, governed share
provenance hash
policy decision
entitlement log
SPM gives agentic teams a durable memory layer for real project work: temporal context, trusted handoffs, governed sharing and reusable context assets.
Built for long-running agent work where requirements, decisions and current state must survive across tools, teams and runs.
Designed to make context portable without losing provenance, safety policy, access history or commercial rights.
Product model
SPM organizes memory by time, topic, graph and trust.
The product value is not more storage. It is continuity: agents can distinguish original requirements from current truth, working notes from history and reusable context from private source data.
Thematic contexts
Organizes memory by topic and tag so agents can work inside bounded domains.
Intercontext graph
Connects requirements, decisions, agents, shares, policies and events through queryable relationships.
Context packs
Builds portable, policy-checked memory packages for MCP, API, CLI and external agents.
Governed sharing
Shares context with provenance, safety previews, entitlements, access logs and revocation.
Marketplace substrate
Lets valuable context packs become listed, licensed and distributed with source and usage controls.
Workflow
From scattered project knowledge to injectable agent context.
01
Capture
Ingest requirements, decisions, code context, policies, run logs and source material with provenance.
02
Structure
Separate memory by temporal layer, topic and tag, then connect related events through graph relationships.
03
Package
Generate context packs that include only the memory a task, agent or team workflow needs.
04
Inject
Deliver context to MCP tools, API consumers, CLI workflows or external agents.
05
Govern
Verify hashes, enforce policies, inspect access logs, revoke entitlements and preserve audit trails.
Use cases
Built for agent workflows with real project stakes.
SPM is strongest when memory must be queried, verified, injected and governed across more than one run or tool.
Coding agents
Keep requirements, architectural decisions, current state and active task context aligned across runs.
Agent product teams
Offer agents a controlled memory substrate instead of relying on chat history or oversized prompts.
Consultancies
Package reusable project knowledge as governed context packs for client delivery and support.
Regulated teams
Preserve source, access, retention, legal hold and verification data around every memory handoff.
Deployment options
One memory product, multiple deployment paths.
- Runs locally for builders who want private project memory beside their agent tooling.
- Scales into a hosted team console with projects, quotas, invoices and governance trails.
- Supports private deployment patterns for organizations with stricter data boundaries.
- Turns governed context packs into marketplace-ready assets with provenance and entitlement logs.
Trust layer
Governance is part of the memory object, not an afterthought.
Private tenant boundary
Role and scope checks
Temporal hash chains
Context pack verification
Source provenance
Safety previews
Entitlement logs
Retention controls
Legal holds
Provider budgets
Commercial packaging
Deploy SPM where project memory needs to live.
Core Local / MCP
Builders and small agent teams
Local or small-team SPM with CLI, MCP, context packs and limited projects.
Team SaaS
Product and engineering teams
Hosted dashboard, agent workspace integrations, temporal memory, sharing and governance basics.
Business
Teams with governed agent workflows
Advanced permissions, audit logs, higher quotas, private context sharing and provider budgets.
Enterprise
Security-conscious organizations
SSO, private deployment, BYOK/data-residency direction, legal controls, SLA and support.
Marketplace
Context publishers and buyers
Listings, entitlements, licensing, access history and revenue-share-ready context distribution.
Next step