企业 AI 控制平面Enterprise AI Control Plane

敢托付,才进化Safe to delegate.
Built to evolve.

以可信治理,支撑企业 AI 的持续进化。
让每一次执行、纠正与反馈,沉淀为企业专属的经验资产。
模型不断更新,经验持续积累。
Trusted governance enables continuous evolution.
Every action, correction and insight becomes experience unique to your enterprise.
Models change. Experience endures.

01Capture · 采集

执行轨迹持续汇入Capture every trace

02Refine · 提炼

从纠正中提炼经验Learn from corrections

03Govern · 治理

经过校验,写回生效Validate, then apply

向下探索Explore Keel

安全,所以敢托付Safety makes trust possible.

认证、授权、脱敏、留痕——每一次 AI 调用必经 Keel。
安全不是给 AI 设的上限,是让企业敢把全部工作交给 AI 的前提。
AI native 的企业,从这里开始。
Authentication, authorization, redaction, audit — every AI call passes through Keel.
Safety is not a ceiling on AI; it is the precondition for entrusting real work to it.
The AI-native enterprise starts here.

完整留存,就是独家养料Your experience becomes intelligence.

别人当日志垃圾丢掉的,正是让 AI 从新人变熟手的原料。
每一次修改、撤销、重试,都是黄金信号,被系统自动采集;
每一个动作与思考按可学习的格式完整留存。
What others discard as log exhaust is exactly what turns AI from a new hire into a veteran.
Every edit, undo, and retry is a golden signal, captured automatically;
every action and reasoning step is preserved in full, in a format built for learning.

轨迹与信号Traces & signals

现行流程查询Current procedure lookup

trace_id · trc-08f2   /   release · r.024

已留存Captured
接收任务 · 校验身份与策略Receive task · Validate identity & policykeel.access.request.received
00.00
检索知识 · 识别现行文档Retrieve knowledge · Identify current versionkeel.retrieval.performed
00.18
工具调用 · 超时后重试Tool call · Retry after timeoutkeel.mcp.tool.called
01.42
生成响应 · 关联来源与版本Deliver response · Link sources & releasekeel.response.delivered
02.06
↳
人工纠正 · 生效日期应以新版本为准Human correction · Use the new effective date

「请引用当前生效的流程,不要沿用旧版。」“Use the current procedure, not the previous version.”

keel.signal.correction.reported
CORRECTS → response · rsp-024
黄金信号 · 已采集Golden signal · captured
每一次纠正,都指回它纠正的那条响应。Every correction points back to the response it corrects.CORRECTS

模型属于所有人,进化只属于你Models belong to everyone. Evolution belongs to you.

模型持续演进,通用智能日益普及;
你的系统在你的业务里学到的一切,谁也买不走——数据权属写进合同。
而学习本身经过治理:可疑的写回被四眼审批拦下,错误一键回滚。
所以你敢一直托付下去。
Models keep advancing. General intelligence becomes more widely available.
But what your system has learned inside your business cannot be bought — ownership of it is written into the contract.
And learning itself is governed: suspicious write-backs are held for four-eyes approval, mistakes are rolled back in one click.
So you can keep entrusting, with confidence.

进化治理Evolution governance
当前生效Active releaser.024
时间Time经验写回Experience update治理状态Governance status审批Approval
14:32:08现行流程引用规则Current procedure citation rule知识条目 · 业务运营域Knowledge · Service operations已审批 · 已生效Approved · Active2 / 2
14:34:51沿用旧版生效日期Reuse a superseded effective date检测到错误学习 · 已拦截Erroneous learning detected · held未写回 · 待复核Not applied · In review✓·四眼审批Approval 1/2
14:36:12纠正样本 → 回归用例Correction → Regression case验收标准 · 业务运营域Acceptance criteria · Service operations待审批Pending approval0 / 2
已拦截的候选,不改变当前生效版本。A held candidate leaves the active release unchanged.
当前版本已恢复为 r.023。The active release has been restored to r.023.
一次通过率First-pass rate↗
人工修正率Manual-correction rate↘
转人工率Escalation rate↘
单位成本Cost per task↘
每一次变更,都有来路。Every change has a provenance.