A cognitive architecture built for operational precision.
BrainCaps is not a search layer on top of documents. It's a multi-layer cognitive infrastructure — combining semantic, relational, historical, doctrinal and reasoning capabilities into one governed memory platform.
MEMORY ARCHITECTURE
Five layers. Each with a distinct function.
Similarity alone is insufficient. A graph without history loses meaning. A history without doctrine becomes noise. BrainCaps combines all planes.
Semantic Memory
Retrieves conceptually similar memory objects using high-dimensional embeddings. Understands meaning across documents, decisions and cases — not just keyword overlap.
- Dense vector retrieval
- Cross-document semantic clustering
- Embedding versioning
- Hybrid dense/sparse search
Relational Memory
Represents explicit relationships between entities — decisions, cases, actors, risks, obligations, proofs. Enables causal reasoning across the memory graph.
- Cause-effect link mapping
- Dependency lineage
- Cross-object navigation
- Impact graph traversal
Historical Memory
Preserves the complete trajectory of every memory object — versions, decisions, corrections, validations, lifecycle events. Nothing is silently overwritten.
- Immutable event log
- Version diffing
- Decision timeline reconstruction
- Correction chain traceability
Doctrinal Memory
Stabilizes and governs the frameworks, rules, taxonomies and principles that inform reasoning. The authoritative source of truth for all structured metadata.
- Taxonomy governance
- Rule versioning & approval
- Reference data management
- Editorial workflow control
Reasoning Layer
Produces diagnostics, recommendations and plans — but only from verified memory objects. No reasoning without traceable evidence. Confidence gating enforced by design.
- Source-anchored generation
- Uncertainty signaling
- Human-in-the-loop escalation
- Confidence scoring per output
SECURITY & GOVERNANCE
An operational memory must be governable.
BrainCaps refuses black-box inference. Every memory object, every transformation and every recommendation is traceable, auditable and correctable.
Multi-tenant isolation
Strict namespace isolation per tenant — logical separation by default, physical isolation available for enterprise.
Zero-secret memory
No credentials, tokens or secrets ever stored in memory objects. Vault references only.
Provenance enforcement
Every memory object carries mandatory source_id, timestamp, hash and validation status.
Idempotent ingestion
Deduplication and idempotence enforced at ingestion — no silent corruption or duplicate memory.
Audit trail
Every transformation, from ingestion to recommendation, is journaled and queryable.
Constrained reasoning
Reasoning cannot conclude without references to validated, traceable memory objects.
TENANT MODEL
Shared intelligence. Sovereign private memory.
BrainCaps separates shared memory (generic doctrines, taxonomies, reasoning patterns) from private memory (your cases, decisions, corrections, proofs, win/loss patterns).
Your private memory never leaks. Your accumulated advantage stays yours. The shared layer accelerates onboarding — but never at the cost of data sovereignty.
Shared Memory
Generic doctrines, taxonomies, reasoning templates
Private Memory
Your cases, decisions, proofs, patterns — exclusive to your tenant
Logical isolation
Default — strict namespace separation per tenant
Physical isolation
Enterprise — dedicated infrastructure per tenant
Custom taxonomies
Configure memory schemas for your domain
BYO LLM
Bring your own model for the reasoning layer
On-premise deployment
Deploy BrainCaps in your own infrastructure
INTEGRATIONS
Connect your systems. Build your memory.
BrainCaps is designed to receive data from existing systems — not replace them. Ingestion contracts enforce quality at every entry point.
CRM
Salesforce, HubSpot
Import deal history, win/loss signals, customer context
Document sources
Google Drive, SharePoint, Notion
Ingest RFPs, proposals, questionnaires, policies
Execution layer
OnlyOneAPI
Bidirectional: BrainCaps informs, OOA executes and feeds back traces
Signal layer
VibesRush
Receive qualified narrative signals; transform into durable memory
Dev & ops
Gitea, Jira, PagerDuty
Capture incidents, decisions, runbooks into DevOps memory
Custom connectors
REST API, Webhooks
Connect any internal system via the BrainCaps ingestion API
Ready to evaluate the architecture?
Our team can walk you through a technical deep-dive, answer your security questions and design your first BrainCaps implementation.