规则 & cache
可重复 lookups and 确定性检查.
AINNA WebCLI · AI operations workspace
One 命令. Multiple AI智能体. Intelligent 执行.
A clearer way to explore AI-assisted operations.
探索 routing concepts, controlled review 工作流 and a recorded technical replay. 实际 capabilities depend on deployment configuration and human authorization.
Public page · informational执行 · not activated here
02 / 智能路由
架构 conceptMatch each task to the right path.
A routing architecture can direct predictable work to rules or cache, 结构化提取 to a parser or small model, and tasks needing broader reasoning to an 高级模型. The route depends on the deployment and its configured providers.
模拟 example · no prompt is sent and no model is invoked.
常规 lookup → 规则 / cache模拟 routing only. No prompt is sent and no model is invoked.
SLM & parser
Structured extraction and bounded tasks.
Advanced LLM
任务 that need broader reasoning.
03 / 构建者 & Auditor
In developmentSeparate creation from review.
The proposed workflow separates a 构建者 role from an Auditor role. 变更 move through review and human approval; autonomous 实时 execution is not enabled by this public page.
构建者
Prepares a proposed change for review.
Auditor
Checks the proposal against defined requirements.
人工审批
A person decides whether a reviewed change proceeds.
04 / Browser-based WebCLI
Recorded demoA browser view into the command workflow.
探索 the recorded technical replay to see the interface and its simulated events. It is not a 实时 production console and does not expose authenticated sessions.
Recorded replay
Playback of a historical audit recording.
模拟
Displayed events are illustrative, not 实时 telemetry.
技术 exploration
打开 the public replay on the 命令行 page.
05 / 分离式系统
架构 conceptUse deterministic services for repeatable work.
Schedulers, parsers, scripts and application services can handle repeatable steps without sending every operation to an LLM. The suitable boundary depends on each workflow.
定义 the task
Identify stable inputs, rules and expected outputs.
Use a suitable service
Prefer deterministic processing where it fits.
升级 when needed
路线 exceptions for model-assisted handling or review.
06 / Telegram OTG
部署-dependent远程 instructions with clear boundaries.
A remote-control integration can provide an authorized way to submit instructions and receive task 状态. 可用性, permissions and supported actions depend on the deployment.
Authorized access
Connect only approved accounts and devices.
任务 状态
Return progress and completion information.
Scoped actions
Expose only capabilities enabled for that deployment.
07 / 专用基础设施
Reference architecture设计 deployment around access and network boundaries.
VPNs, private networks, identity controls and role separation are deployment architecture choices. See the architecture reference for deeper infrastructure context; this illustration is not a screenshot of a 已验证 customer deployment.
网络 设计
Choose public or private connectivity deliberately.
访问 policy
Scope identities and roles to required work.
运行中 review
验证 the actual deployment configuration.
08 / 多-模型 路由
Configuration-dependentChoose providers by capability, cost and fallback.
模型 selection can consider task requirements, latency, provider pricing, data policy and fallback behavior. 可用 models depend on credentials and configuration; no model-count claim is made here.
Capability
Select a model suited to the task.
成本 & latency
比较 current provider terms and measured response time.
回退
定义 what happens when a provider is unavailable.
09 / 审核 & 审批
人工审批 required规划, build, test, audit, then request approval.
A controlled workflow makes review explicit. A public marketing page does not activate execution, grant privileged access or change production 系统.
PLAN
描述 the intended change and its boundaries.
BUILD & TEST
准备 the change and check expected behavior.
AUDIT & APPROVE
审核 evidence; a human decides whether to proceed.
10 / 中小企业 应用场景
Illustrative scenarios开始 with useful, bounded business 工作流.
These are illustrative scenarios, not customer case studies or measured results. Each workflow needs its own requirements, data review and acceptance checks.
销售 reporting
Collect and summarize figures for a person to review.
Customer service
草稿 responses for review under defined policies.
Catalogue 工作流
准备 product data for validation before publishing.
维护
Organize reminders and service records.
11 / 效率 & 证据
Benchmarks pending verification测量 the workflow before making performance claims.
Benchmarks to be published after verification. No 实时 performance figures or savings are asserted here.
任务 definition记录 the input, expected output and acceptance criteria.
基线测量 the existing process under documented conditions.
可重复性Run comparable tests and retain the method and results.
Publication分享 only reviewed figures with scope, date and source.
12 / 路线图 & 下一步
Recorded demo available审核 the current scope, then discuss a pilot.
The public 命令行 page is a recorded replay. 其他 capabilities described here are architecture concepts or deployment-dependent; no autonomous 构建者/Auditor execution is represented as 实时.
演示
Recorded technical replay历史数据 playback on /cli/; not 实时 telemetry.
In development
构建者 and Auditor workflowPublic execution remains off.
Planned
部署-specific integrations确认 availability and access scope for each pilot.
