Skip to main content
xyner.ai
  • AI Platform
      The platform
      Platform OverviewThe end-to-end agentic AI platform Reference ArchitectureControl plane, data plane, deployment Reasoning & PlanningChain-of-thought, decision trees, replan Multi-Agent OrchestrationSpecialist agents collaborate and delegate Memory & ContextPersistent enterprise memory across agents
      Engineering
      Enterprise IntegrationsSAP, Oracle, Salesforce, ServiceNow + 1000 Security & TrustGuardrails, RBAC, isolation, audit Deployment ModelsCloud, hybrid, on-prem, edge, sovereign ObservabilityAudit trails, traces, dashboards, KPIs Agent LifecycleBuild, version, test, rollout, rollback Multi-LLM RoutingOpenAI, Claude, Gemini, Llama, Mistral
    Explore the agent operating system for the enterprise.View all platform pages →
  • Capabilities
      Autonomy & reasoning
      Autonomous Goal ExecutionGoals in, outcomes out Multi-Agent OrchestrationSpecialist agents collaborate Reasoning & PlanningDecompose, plan, adapt Memory & ContextLong-running enterprise workflows Multi-LLM SupportModel-agnostic by architecture RAG & GroundingPolicy-aware retrieval & citations
      Enterprise, governance & ops
      Enterprise Integrations1000+ first-party connectors Tool & API InvocationAPIs, SQL, RPA, email, tickets Workflow AutomationLow-code, AI-assisted process design RBAC & AccessFine-grained, role-inherited access Human Approval GatesCheckpoints, thresholds, escalation Audit & ObservabilityReplay, traces, dashboards
    22 first-class capabilities for the agentic enterprise.View all 22 capabilities →
  • Solutions
      By function
      Finance & AccountingClose, AP, FP&A, tax & treasury ProcurementSource-to-settle on autopilot Human ResourcesOnboarding, helpdesk, talent IT Service ManagementTriage, remediate, change Customer SupportEnd-to-end resolution Sales OperationsPipeline, RFP, deal desk
      By workflow
      Analytics & InsightsNL-to-SQL, scorecards, anomalies Compliance OperationsContinuous controls, audit response Agentic Process MiningDiscover, score, automate Self-Healing WorkflowsAdapt, recover, learn Event-Driven AutomationReact in milliseconds
    Pre-built, customizable agentic solutions for every function.All solutions →
  • Industries
      Financial & professional
      BankingFraud, KYC, complaints, lending InsuranceUnderwriting, claims, broker servicing Professional ServicesEngagements, knowledge, drafts Retail & CPGMerchandising, store ops, support TelecommunicationsNetwork ops, B2C/B2B, field service
      Regulated & industrial
      Healthcare & Life SciencesPrior auth, clinical workflows Public SectorSovereign cloud, citizen services Energy & UtilitiesOutage response, field ops ManufacturingSupply, quality, shopfloor Logistics & Supply ChainTrack, trace, exception mgmt
    Trusted across the world's most regulated industries.All industries →
  • Resources
      Learn
      Blog & InsightsPerspectives on agentic AI WhitepapersIn-depth reports & research Case StudiesReal customer outcomes WebinarsLive and on-demand sessions EventsConferences and meetups Agentic AI GlossaryKey terms, demystified
      Build & operate
      DocumentationBuild, deploy, operate guides API ReferenceREST & GraphQL APIs Agent MarketplaceVerified agents & starter packs Partner ProgramSI, ISV, cloud, reseller Trust CenterSecurity, privacy, compliance SupportPremium support & community
    Everything you need to design, build and operate agents.Browse all resources →
  • Company
      Who we are
      About xynerMission, principles, team LeadershipOur operating team & board CustomersWho builds with xyner PartnersCloud, SI, ISV, reseller SustainabilityESG, inclusion, responsibility
      Engage
      ContactSales, partners, support CareersOpen roles across the world Request a DemoSee it in your environment Trust & SecurityHow we earn your trust
    An operating team built for enterprise AI.About xyner →
Contact us Request demo
Home/Platform/Memory Context
Platform · Memory & Context

Long-running workflows need real memory.

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

SessionLong-termOrganizationalEpisodic
4
Memory tiers
CMK
Encrypted
RBAC
Aware
RTBF
Built-in
Memory tiers

Structured memory, governed.

Different time horizons and scopes — each with its own access, retention and redaction policies.

Session memory

Short-term context that survives the run, with scoped TTLs.

Long-term memory

Per-agent and per-team persistent memory with summarization.

Organizational memory

Shared, governed knowledge layer across the enterprise.

Episodic recall

Retrieve past interactions, decisions and outcomes by similarity.

Policy-aware retrieval

Only retrieve what the calling user/agent is allowed to see.

Forget & purge

Right-to-be-forgotten flows and time-bounded retention.

Why memory matters

Long-running workflows need real memory

Quarterly close, supplier onboarding, audit prep, customer escalations — none of these are one-shot prompts. xyner gives agents structured memory: what they've done, what they know, and what they're allowed to remember.

  • Vector + structured memory stores
  • Per-tenant data isolation
  • Configurable retention and redaction
  • Memory inspector for compliance teams
SESSION MEMORY AGENT LONG-TERM MEMORY ORGANIZATIONAL MEMORY EPISODIC RECALL
Grounded by default

No memory means no enterprise context

Without governed memory, agents either hallucinate or have to re-learn your context every run. xyner memory grounds answers to your data, policy and history.

  • Citation-anchored answers
  • Per-source freshness and provenance
  • Org-aware retrieval respecting RBAC
  • Audit log of every memory access
Policy.pdf ANSWER Approved up to $50K… …with two-tier sign-off. [ Policy.pdf p.12 ] [ SOP-2024 §4.3 ]
The memory inspector alone made the privacy team comfortable. They can see exactly what an agent remembered and why.
Chief Privacy Officer · EU Insurer
FAQ

Common questions, straight answers.

How is xyner different from a chatbot platform?

Chatbots respond. Agents act. xyner' agents take real actions in your systems — post journal entries, create tickets, route approvals, run SQL — under policy and with full audit.

Can we deploy on-prem or in a sovereign cloud?

Yes. xyner offers multi-tenant cloud, dedicated VPC, hybrid, full on-prem Kubernetes packaging, sovereign cloud, and air-gapped installations — including UAE and Oman residency.

How long does a typical deployment take?

4-6 weeks to first production workflow using a starter pack (Finance, HR, ITSM, Procurement, Support). Custom agents typically 6-12 weeks depending on integrations.

How do you handle prompt injection?

Guardrails are enforced outside the model — policy-as-code, tool allowlists per agent, output validation, redaction, and approval gates. We also run adversarial red-teaming against every release.

Get started

Ready to put autonomous agents to work?

See xyner in your environment with a guided executive demo.

Request a demo Contact us
Keep exploring

Related resources

Related pages curated for your context.

Platform

Reasoning & Planning Engine

The xyner reasoning engine combines chain-of-thought, decision trees, planning and replanning for reliable.

Learn more →
Platform

Agent Lifecycle Management

Build, version, test, roll out and roll back AI agents with confidence — full lifecycle management.

Learn more →
Capabilities

Autonomous Goal Execution

Set high-level business goals and let xyner agents plan, decide and execute autonomously — with checkpoints.

Learn more →
Solutions

Self-Healing Workflows

Workflows that adapt, recover and learn — resilient automation for the modern enterprise.

Learn more →
xyner.ai

The autonomous agentic AI platform for the modern enterprise. Plan. Reason. Act. At scale.

Platform
  • Overview
  • Architecture
  • Multi-Agent
  • Reasoning
  • Security
  • Deployment
Solutions
  • Finance
  • Procurement
  • HR
  • ITSM
  • Customer Support
  • Analytics
Industries
  • Banking
  • Insurance
  • Healthcare
  • Public Sector
  • Manufacturing
  • Retail
Resources
  • Blog
  • Case Studies
  • Documentation
  • Whitepapers
  • Glossary
  • Trust Center
Company
  • About
  • Leadership
  • Careers
  • Contact
  • Request Demo
© 2026 xyner.ai · All rights reserved.
SOC 2ISO 27001GDPRHIPAA