PG-AI

AI Management
Mandate

AI Agent 资 产 托 管 协 议

Fiduciary-Grade AI Autonomy · User-Signed Risk Envelope · Multi-LLM Orchestration · High-Water Mark Fee · Kill Switch

PG-AI-DOC-05 · Confidential · 2026
01
What is a Mandate什么是授权

A Mandate is a legally binding, user-signed document that defines the exact boundaries within which PG-AI's AI agents may operate on the user's behalf. It is the user's constitution — every AI skill invocation must pass through the mandate's rules before execution.

Mandate(授权)是一份具有法律约束力的、由用户签署的文件,定义了 PG-AI 的 AI Agent 可以代表用户操作的精确边界。它是用户的「宪法」——每一次 Skill 调用都必须通过 Mandate 的规则审核方可执行。

Core rule: No skill runs without mandate approval. No trade executes outside mandate parameters. No exception.

02
Mandate Parameters授权参数

Each user defines the following parameters when signing their mandate:

ParameterDescriptionExample
Max DrawdownMaximum permissible portfolio decline from peak before AI halts all trading5% / 10% / 15%
Asset WhitelistSpecific asset classes the AI may invest inUST, IG Credit, Gold, S&P 500
Asset BlacklistAsset classes explicitly prohibitedCommodities futures, leveraged ETFs
Rebalance CadenceHow often the AI may rebalance the portfolioWeekly / Monthly / Threshold-only
Offensive CapMaximum allocation to the offensive engine0% / 10% / 25%
Investment HorizonMinimum holding period before the AI may liquidate30 days / 90 days / 1 year
Geographic ScopePermitted investment geographiesUS only / US + EU / Global
ESG FilterEnvironmental, social, governance constraintsNone / Exclusion / Full ESG

每位用户签署 Mandate 时定义以上参数:最大回撤、资产白名单/黑名单、再平衡频率、进攻仓位上限、投资期限、地理范围、ESG 筛选。所有 AI 操作必须在这些参数内。

03
The Eight Skills八项核心技能

The mandate governs the invocation of all eight core skills. Each skill call is pre-checked against the mandate's parameters by the Compliance skill (Skill 03) before execution.

01
Market Intel市场情报

Reads macro, earnings, yield curves. Maps into regime signal: expansion, contraction, crisis, recovery.

02
Risk Guardrails风险护栏

Enforces max drawdown, VaR limits, and concentration caps per the user's mandate.

03
Compliance合规

Pre-checks every skill invocation against mandate parameters, jurisdictional rules, and suitability.

04
Tax Optimization税务优化

Lot selection, wash-sale avoidance, residency-aware yield routing per mandate's tax jurisdiction.

05
Rebalancing再平衡

Drift correction bounded by mandate's rebalance cadence and offensive cap.

06
Custody Reconciliation托管对账

Streams signed holdings from 5 banks every 3 seconds. Verifies assets match liabilities.

07
Event Watch事件研判

Monitors macro events. Triggers defensive mode based on mandate's risk tolerance.

08
Portfolio Construction组合构建

Builds target allocation across defensive and offensive engines within mandate bounds.

04
Defensive & Offensive Modes防守与进攻模式

Defensive Mode · 防守模式

Trigger: VIX > 30, yield-curve inversion, geopolitical crisis, or Event Watch regime-shift signal.

Action: Portfolio Construction rotates up to 100% of assets into US Treasuries and allocated gold. All offensive positions are unwound. Rebalancing frequency increases to daily.

触发:VIX > 30、曲线倒挂、地缘危机或事件研判变盘信号。行动:组合 100% 转入美债 + 黄金,进攻仓位全部清退。

Offensive Mode · 进攻模式

Trigger: Market Intel confirms expansion regime + earnings-beat cluster detected + Risk Guardrails confirms budget available.

Action: Portfolio Construction allocates up to the mandate's offensive cap (default 25%) into growth equities, Apollo private credit, and infrastructure RWA. Tax Optimization selects the most efficient entry points.

触发:市场情报确认扩张期 + 财报集群 + 风险预算充足。行动:组合最多配置 25%(按 Mandate 上限)至成长股 + 私募信贷 + 基建 RWA。

05
Explainability Log可解释性日志

Every skill invocation produces a signed Explainability Log entry containing:

TimestampUTC nanosecond precision. Immutable append-only storage.
Skill IDWhich skill was invoked (e.g., portfolio.rebalance).
LLM UsedWhich model reasoned for this invocation (e.g., Claude Opus).
Input StateMarket signals, portfolio state, and mandate parameters at invocation time.
ReasoningThe LLM's step-by-step reasoning chain that led to the skill dispatch.
OutputThe trade or action executed by the skill.
Mandate CiteWhich mandate parameter(s) authorized this action.
SignatureCryptographic signature from the multi-sig flow (bank + LLM + compliance).

All logs are available to the user in real time via the PG-AI dashboard. Regulators (SEC, MAS) have full read access per their respective oversight agreements.

每次 Skill 调用都生成签名决策日志:时间戳、Skill ID、使用的 LLM、输入状态、推理链、输出结果、Mandate 授权依据、多签签名。用户可实时查看,监管机构有完全只读权限。

06
Fee Structure费用结构

High-Water Mark Mechanism · 高水位线

Management fee: 0%. PG-AI charges zero recurring management fee under any circumstances.

Performance fee: 20%. Calculated only on net new gains above the investor's historical high-water mark (HWM). If the portfolio declines and later recovers, the fee applies only to returns above the previous peak — never on recovered losses.

Crystallization: Quarterly. Accrued daily, settled at quarter-end.

Hurdle rate: None. The HWM mechanism itself ensures PG-AI only earns when the investor reaches new peaks.

管理费:0%。绩效费:20%,仅对超越历史高水位的净新收益计提。如果组合先跌后涨,仅对超过前一峰值的部分收费,永远不对回本部分收费。按季度结算。

07
Kill Switch一键停摆

At any time, the user can activate the Kill Switch — a one-tap control that immediately freezes all AI skill invocations and places the portfolio in custody-only mode.

ImmediateAll 8 skills cease execution within 1 second of activation.
Custody-OnlyAssets remain safely held at custodian banks. No trades, no rebalancing, no movement.
ReversibleUser can reactivate skills at any time by re-confirming their mandate.
WithdrawalIn custody-only mode, users may request full withdrawal to their verified bank account.

用户随时可以激活一键停摆:所有 8 项 Skill 在 1 秒内停止执行,组合进入纯托管模式。资产安全地留在银行,无交易、无调仓。可随时重新激活或申请全额提取。

08
Mandate Signing Template授权签署模板

Declaration

I, the undersigned, hereby authorize PG-AI Inc. and its regulated SPV (PG-AI Custody Holdings Pte. Ltd.) to manage my assets within the parameters defined in this Mandate. I understand that:

(a) All AI operations are bounded by the parameters I have set above;
(b) I may modify these parameters at any time with 24-hour notice;
(c) I may activate the Kill Switch at any time to freeze all operations;
(d) My assets are held at custodian banks, not by PG-AI;
(e) PG-AI charges 0% management fee and 20% performance fee above HWM only;
(f) This mandate is governed by the laws of the State of Delaware (US) and the Republic of Singapore.

本人授权 PG-AI 在本 Mandate 定义的参数范围内管理本人资产。本人理解:所有 AI 操作受本人设定的参数约束;可随时修改参数(24 小时生效);可随时激活一键停摆;资产由托管行持有而非 PG-AI;管理费 0%,绩效费仅对超越高水位部分的 20%。

ClientName: _________________________   Signature: _________________________   Date: _____________
PG-AIAuthorized Signatory: _________________________   Date: _____________
WitnessIndependent Compliance Officer: _________________________   Date: _____________