The Autonomous 内存 Layer for 企业版 AI
NeuralDB provides persistent, 受治理的 memory for AI 智能体 storing structured context, operational records, compliance evidence and business intelligence in a detached, token-efficient memory architecture.
为什么 AI 需要一个 Autonomous 内存 Layer
AI 智能体 without persistent memory forget context between sessions, waste 令牌 on repeated retrieval, and operate without governance. NeuralDB solves all three.
持续性 上下文
Agents retain structured memory across sessions customer records, order 历史, compliance evidence and operational state are always available without re-ingestion.
令牌效率
内存 retrieval uses detached deterministic lookups and cached results, reducing token consumption by up to 64% compared to sending full context with every query.
受管控 运营
Every memory read and write passes through detached validation, permission checks and audit logging. 人工审批闸门s protect sensitive operations.
AI 内存 Retrieval 引擎
搜索 across structured memory records. Each retrieval is confidence-scored, source-attributed and 受治理的 by detached validation rules.
内存 Query
搜索或选择记忆类别Customer
Premium account, 3yr 历史订单
处理中, 12 items产品
橡胶木 table, 24 units财务
Q2 revenue RM 342K合规
上次审计 2026 年 7 月供应商
相思木 木材, A rating生产
200 units, grade AESG
碳 Q2 报告Retrieval Results
置信度评分的记忆记录模拟 memory retrieval. 实际 memory records depend on connected data sources, schema configuration and access permissions.
NeuralDB 内存 架构
Every memory operation flows through NeuralOps routing, detached validation and 受治理的 approval before reaching the 企业 data layer.
企业版 安全
客户控制的网络、强身份验证、基于角色的访问、加密通信和审计日志。每次部署都可根据组织策略进行配置。
NeuralOps 集成
内存 operations are routed through NeuralOps specialised agents 内存 Ingestion 代理, Retrieval 代理, 验证 代理 and 治理 代理 each with defined 工具 and permissions.
Token-Aware 路由
Frequent queries are served 来自缓存. 确定性 lookups bypass model inference. 高级推理 uses the minimum model capacity required. Average 64% 令牌降耗.
Token 与算力 效率 计算器
比较 conventional AI memory retrieval against NeuralDB's routed, cached and detached memory architecture.
工作负载 假设
调整以查看效率变化效率 Results
NeuralDB 与传统检索对比
Token estimates based on simplified workload model. 实际 savings depend on query patterns, cache configuration, model selection and deployment architecture.
内存 ESG & 碳 智能
每次内存操作都会产生环境足迹。NeuralDB 提供对能耗、碳排放和效率改进的可见性。
基础设施 Inputs
调整以查看 ESG 影响变化ESG 估算
示例性碳与可持续性指标
碳 estimates are illustrative and based on simplified assumptions. 实际 emissions depend on hardware efficiency, data centre energy mix, cooling and network infrastructure.
部署 架构
NeuralDB 在您的网络边界内部署。客户控制的基础设施、加密通信和基于角色的访问确保数据主权。
本地部署 部署
部署 NeuralDB within your own infrastructure. 完整 data sovereignty, no external dependencies, custom retention policies and integration with existing identity providers.
私密 云
部署 in your VPC with encrypted storage, network isolation and customer-managed encryption keys. 可用 for AWS, Azure and GCP.
混合 架构
Connect on-premise data sources with cloud-based AI 智能体 through encrypted tunnels. 内存 stays within your network boundary while AI 智能体 access it through 受治理的 APIs.
安全 架构
客户控制的网络 · Strong authentication · 基于角色的访问 · 已加密 communication · 审计 logging · 版本 control · 人工审批 · 保留 policy · 证据 preservation
合规 就绪
Designed to support GDPR, SOC 2, ISO 27001 and industry-specific regulatory requirements. 审计追踪, data retention controls and customer-specific compliance configuration.
集成
REST API · GraphQL · Webhook events · Kafka connector · Database adapters (MySQL, PostgreSQL) · 身份 provider integration (LDAP, SAML, OAuth)
安全 depends on configuration. NeuralDB 提供治理机制，但部署的实际安全性取决于其配置、网络控制以及您组织的策略。
内存 Layer 应用场景
NeuralDB serves as the persistent memory layer for 企业 AI 智能体 across every operational domain.
Customer 智能
持续性 customer context for AI 智能体
订单 管理
订单 历史 and fulfilment tracking
库存 内存
实时库存与分配记录
合规 证据
审计追踪 and regulatory records
财务记录
Transaction 历史 and reporting
供应链
供应商 docs and chain of custody
生产 内存
批量 records and quality data
ESG 数据
碳核算与可持续性
NeuralDB 运营 控制台
用于内存层运营的中央监控仪表盘。随着内存查询的处理，指标实时更新。
This page demonstrates simulated memory-layer 工作流. 实际 memory operations require connected data sources, schema configuration and access permissions.
NeuralDB 系统地图
从 企业 data sources to AI agent memory every operation is routed, validated, 受治理的 and audited.
部署 the Autonomous 内存 Layer
NeuralDB provides persistent, 受治理的 memory for 企业 AI 智能体 deployed within your network boundary, configured to your security requirements.
