Problem
The challenge
AI agents that operate over time accumulate decisions, corrections, and outcomes — but most execution environments discard this history or treat it as undifferentiated context. When something goes wrong, or when an agent needs to explain a past decision, the record is gone.
Capabilities
What scarR provides
Policy-bound memory governance
Agent memory is governed by policy — recall, retention, retrieval, and audit traces remain bound to defined constraints at all times.
Policy-bound recall
Memory retrieval is constrained by active policy. Recall conditions are defined and enforced, not discovered after the fact.
Scar memory
Significant events — decisions, corrections, failures, resolutions — are recorded as persistent memory traces that persist across sessions.
Contextual retrieval
The agent retrieves relevant past experience at activation time, informed by the current context and task.
Audit-ready records
Memory reads and writes are logged. Past decisions can be traced back to the memory state that informed them.
Portability
Memory packages can be exported and transferred — enabling agent continuity across environments.
Governed Agent Memory Layer
scarR provides persistent governed memory for AI agents. Significant events — decisions, corrections, failures, and resolutions — are recorded as scar memory traces that persist across sessions, enabling contextual retrieval, policy-bound recall, and audit-ready records.
Designed for operational contexts where agent memory must be governed, traceable, and accountable. Suitable deployment environments include public sector operations, defence support, critical infrastructure, regulated enterprise, and mission assurance contexts.
Pilots are available for qualified organizations with a defined test environment.
Request a qualified pilot
EPICORTEK works with teams testing agent identity, policy control, observability, and audit in responsible operational settings.
What a pilot involves:
- A real agent deployment where memory governance and accountability are genuine requirements
- Integration of the scarR governed memory layer into the agent’s workflow
- Shared design of the memory governance and policy-bound recall model
- A 60–90 day engagement with documented outcomes
Qualified pilot partners operate in:
- Regulated sectors: government, public sector, financial services, healthcare, legal, infrastructure
- Defence support and critical operations environments
- Organizations where agent accountability or audit trail is a compliance requirement
- Teams building production agentic systems that require mission assurance
What pilot partners receive:
- Full governed memory architecture documentation (under NDA)
- Direct collaboration with the EPICORTEK architecture team
- Influence over the production roadmap
- First-mover access to the production release
To request a qualified pilot, visit epicortek.com/en/contact or email hello@epicortek.com.
Evidence & verification
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Architecture documented
Pilot evaluation available for qualified organizations. No production deployment claims.
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Pilot design ready
Pilot scope and integration requirements defined. Available under NDA to qualified partners.
Development roadmap
- Research — Complete
Governed memory model and formal properties
Governed memory model, governance schema, and formal memory convergence properties defined.
- Pilot — In progress
Qualified pilot with one agent deployment
Deploy scarR governed memory layer with a real agent in a qualified or near-production environment.
- v1 — Planned
Production governed memory layer
Stable API, audit export, and runtime integration.
◈ Pilot-ready
scarR is open for qualified pilot. Pilots are available for qualified organizations with a defined test environment. No production deployment claims are made. Pilot participants receive architecture documentation and direct collaboration with the EPICORTEK team.
Request a qualified pilot
Pilots are available for qualified organizations with a defined test environment.
EPICORTEK
Work with EPICORTEK
Interested in piloting this system or reviewing the architecture? Contact us to discuss your environment.