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Home/Capabilities/Memory Context
Capability #04 · Memory

Memory & Context Management

Persistent memory, session memory and organizational knowledge — the foundation of long-running enterprise workflows.

Session memoryLong-term memoryOrg memoryEpisodic recall
#04
Capability
Memory
Category
Live
In production
Day 1
Available
Memory

Memory & Context Management

Persistent memory, session memory and organizational knowledge — the foundation of long-running enterprise workflows.

  • Persistent agent and team memory
  • Session and task-scoped memory
  • Organizational knowledge memory
  • Historical interaction retention
  • Context sharing across collaborating agents
SESSION MEMORY AGENT LONG-TERM MEMORY ORGANIZATIONAL MEMORY EPISODIC RECALL
How it works

Six pillars of Memory & Context Management.

Each pillar can be enabled, configured and audited independently.

Session memory

Survives the run with scoped TTLs.

Long-term memory

Per-agent and team with summarization.

Org memory

Governed shared knowledge layer.

Episodic recall

Retrieve past runs by similarity.

Policy-aware

RBAC-respecting retrieval.

Forget & purge

RTBF and retention windows.

How it works

Memory that persists, scopes, and forgets.

Agents need memory like humans do — short-term for the task, long-term for the relationship, organizational for the institution. xyner manages all three.

1

Capture

Conversations, decisions, artefacts and outcomes are captured into typed memory stores — never just blob text.

2

Index

Memories are indexed by entity, time, role and policy class for fast retrieval and access control.

3

Retrieve

When an agent reasons, the right memories surface — recent, relevant, and within the agent's scope.

4

Update

Memories are revised, summarized and reconciled as new facts arrive. Stale assertions are flagged or retired.

5

Forget

Per-record TTLs, regulatory deletes and customer requests trigger durable, audited erasure across all stores.

Outcomes

What customers measurably ship with this capability.

Real numbers from production deployments — across banking, healthcare, telco, manufacturing and the public sector.

Session
Long-term · Organizational
Scoped
Per role & policy
Vector
Native
GDPR
Right to erasure
Time-to-value

Context that travels

An agent answering a customer this week remembers their preferences from last month and their case history from last year — without re-asking, without rebuilding the prompt.

Risk reduction

Privacy by design

Memory is scoped to roles and policies. PHI, PII and sensitive data are tagged at write-time and access-checked at read-time.

Industry use cases

How Memory & context management shows up in production.

Six concrete patterns from regulated enterprises across financial services, healthcare, telecom, public sector, energy and manufacturing.

Banking

Relationship continuity

Every customer interaction enriches a single relationship view — across agents, channels and years.

Insurance

Policyholder context

Underwriting, claims and service agents share the same policyholder context with role-scoped access.

Healthcare

Longitudinal patient context

Care-coordination agents see relevant history without violating minimum-necessary rules.

Telecom

Customer journey

Service, billing and retention agents share consistent context so customers don't repeat themselves.

Public sector

Citizen case history

Multi-agency case workers share appropriate context within data-protection rules.

Manufacturing

Equipment / asset memory

Maintenance and quality agents share the full history of each asset across its lifecycle.

Why xyner

Stateless prompts vs. enterprise memory.

Without memory, agents are amnesiacs. With ad-hoc memory, agents are privacy hazards.

Dimension
Without xyner
With xyner
Persistence
One conversation
Session, long-term, organizational
Scoping
All-or-nothing
Per role, per policy class
Privacy
Best effort
Tagged at write, checked at read
Retention
Indefinite
TTLs and durable erasure
Retrieval
Recency or none
Vector + entity + temporal
Reconciliation
Whatever the prompt remembers
Active de-duplication and revision
The memory inspector alone made the privacy team comfortable.
Chief Privacy Officer · EU Insurer
FAQ

Common questions, straight answers.

Where is memory stored?

In your chosen region — multi-tenant cloud, your VPC, or on-prem. Encryption with CMK supported.

Can users see what an agent remembered about them?

Yes — the memory inspector supports DSAR / RTBF flows.

How quickly can we adopt this capability?

Most customers adopt new capabilities in 2-4 weeks through starter packs and onboarding workshops.

Does this require new infrastructure?

No. The capability runs on your existing xyner deployment — cloud, hybrid, on-prem or sovereign.

Do you provide migration help?

Yes — our customer success team and partners deliver guided migrations and pilots.

Get started

Ready to put autonomous agents to work?

See xyner in your environment with a guided executive demo.

Request a demo Contact us
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