Enterprise Memory Consulting
From audit to production — we design, build, and maintain cognitive memory systems tailored to your domain.
Memory Audit & Strategy
Analysis of current infrastructure (RAG, vector DB, chat history). Identification of failure modes: context drift, temporal blindness, evidence gaps.
2-3 weeks
Deliverables
- Architecture Decision Record
- Graph Schema Proposal
- Implementation Roadmap
Pipeline Design & Deployment
Implementation of Universal Pipeline v2+ for your data. Setup of extraction, enrichment, consolidation loop, and graph commit.
4-8 weeks
Deliverables
- Working pipeline
- Staging DB
- Graph database
- FAISS indices
MCP Integration & Agent Wiring
Deployment of MCP server as a standalone sovereign service. Connecting cognitive tools to your existing AI agents.
2-4 weeks
Deliverables
- MCP server deployment
- API contracts
- Agent integration
- Testing suite
Memory Ops (Gardener-as-a-Service)
Ongoing maintenance of the knowledge graph. Agentic Gardener: autonomous merge, split, refine, and link. Salience scoring and decay policies.
Ongoing
Deliverables
- Running gardener system
- Quality dashboards
- Monthly health reports
Pricing
Engagement Models
Transparent structures for high-impact cognitive architecture projects.
Data Potential Assessment
2 weeks
$5,000
- Data hygiene audit
- Process bottleneck analysis
- AI readiness roadmap
Turnkey Implementation
8-12 weeks
$25,000+
- Custom graph schema
- Universal Pipeline deployment
- MCP agent integration
Managed Memory Ops
Monthly
$3,000/mo+
- Autonomous gardening
- Quality dashboards
- Continuous optimization
Deep Dive