From 50809f75dc1cb195fded3cd4922bc5e6b944e86a Mon Sep 17 00:00:00 2001 From: defiQUG Date: Sun, 29 Mar 2026 03:34:23 -0700 Subject: [PATCH] Map composer into HYBX sidecar plans --- ...mpliance_routing_sidecar_technical_plan.md | 834 ++++++++++++++++++ ...isdictional_cheat_sheets_technical_plan.md | 698 +++++++++++++++ 2 files changed, 1532 insertions(+) create mode 100644 hybx_compliance_routing_sidecar_technical_plan.md create mode 100644 hybx_jurisdictional_cheat_sheets_technical_plan.md diff --git a/hybx_compliance_routing_sidecar_technical_plan.md b/hybx_compliance_routing_sidecar_technical_plan.md new file mode 100644 index 0000000..069f38f --- /dev/null +++ b/hybx_compliance_routing_sidecar_technical_plan.md @@ -0,0 +1,834 @@ +# HYBX Compliance & Routing Sidecar — Technical Plan + +## Purpose + +Design a dedicated **Compliance and Routing Sidecar** that integrates with the Transaction Composer engine to evaluate regulatory constraints, liquidity routing, fee paths, and settlement feasibility **before execution**. + +The sidecar acts as a **decision intelligence layer**, ensuring that all designed transactions are compliant, optimally routed, and operationally executable. + +--- + +# Core Concept + +The Compliance & Routing Sidecar functions as: + +1. Policy Engine +2. Compliance Validator +3. Routing Optimizer +4. Liquidity Resolver +5. Fee Path Generator +6. Risk Decision Engine + +It operates alongside the orchestration engine but **does not execute transactions**. + +It evaluates and returns **decisions, recommendations, and constraints**. + +--- + +# High-Level Architecture + +## Primary Engines + +The sidecar consists of six major subsystems: + +1. Policy Engine +2. Compliance Engine +3. Routing Engine +4. Liquidity Engine +5. Fee Engine +6. Risk Engine + +Each subsystem runs independently but communicates via shared context. + +--- + +# Integration Model + +## Deployment Pattern + +Sidecar runs adjacent to orchestration engine. + +Architecture Pattern: + +Composer UI → Orchestration Engine → Sidecar → Decision Response + +Not: + +Composer UI → Execution + +Execution is blocked until sidecar approval. + +--- + +# Core Responsibilities + +## 1 — Validate Transaction Design + +Evaluate: + +- Entity eligibility +- Jurisdiction constraints +- Currency permissions +- Cross-border restrictions +- Liquidity availability +- Fee compliance + +Return: + +PASS +WARN +FAIL + +--- + +## 2 — Generate Routing Paths + +Determine optimal route across: + +- Correspondent banks +- Nostro/Vostro accounts +- Settlement rails +- Liquidity partners + +Routing considers: + +- Latency +- Liquidity availability +- Regulatory constraints +- Fee efficiency + +--- + +## 3 — Enforce Regulatory Constraints + +Validate compliance against: + +- AML rules +- KYC requirements +- Sanctions lists +- FX regulations +- Settlement permissions + +--- + +## 4 — Compute Liquidity Strategy + +Determine: + +- Liquidity source +- FX conversion path +- Net settlement amount + +--- + +## 5 — Build Fee Distribution Logic + +Construct: + +- Fee tiers +- Fee sequence +- Net disbursement schedule + +--- + +## 6 — Assess Risk + +Calculate: + +- Transaction exposure +- Counterparty risk +- Settlement risk + +--- + +# Core Data Flow + +Transaction → Sidecar → Decision Graph → Orchestrator + +Sidecar returns: + +- Decision Status +- Route Plan +- Liquidity Plan +- Fee Plan +- Risk Score + +--- + +# API Design + +## Core Endpoint + +POST /evaluate-transaction + +Request: + +{ + transactionGraph, + participants, + accounts, + liquidity, + fees +} + +Response: + +{ + status, + routingPlan, + liquidityPlan, + feePlan, + complianceResults, + riskScore +} + +--- + +# Policy Engine Design + +## Role + +Policy engine defines regulatory logic. + +Policies stored as rule sets. + +--- + +## Policy Types + +### Jurisdiction Policies + +Examples: + +- Allowed currency pairs +- Cross-border transfer limits + +--- + +### Institution Policies + +Examples: + +- Settlement permissions +- Nostro relationship validity + +--- + +### Transaction Policies + +Examples: + +- Maximum transfer size +- Required approvals + +--- + +# Compliance Engine Design + +## Function + +Validates all nodes and edges in transaction graph. + +Checks include: + +- AML +- Sanctions +- FX permissions +- Participant eligibility + +--- + +# Routing Engine Design + +## Routing Model + +Graph-based pathfinding. + +Uses: + +Weighted directed graph. + +Weights include: + +- Fee cost +- Latency +- Liquidity availability + +Algorithm: + +Multi-criteria shortest path. + +--- + +# Transaction Composer Mapping + +## Role of `transaction-composer/` + +The package at `transaction-composer/` should be treated as the **operator and developer-facing UI/control surface** for the Compliance & Routing Sidecar, not as a separate orchestration product. + +The intended relationship is: + +Transaction Composer UI → Orchestration API → Compliance & Routing Sidecar → Decision Output → Approved Execution Plan + +The composer is responsible for: + +- designing transaction topology +- capturing user intent +- validating graph structure +- previewing compliance and routing outcomes +- running dry-run simulation +- exporting graph and compiled transaction payloads + +The sidecar is responsible for: + +- policy evaluation +- jurisdiction checks +- route generation +- liquidity resolution +- fee planning +- risk scoring +- final decision output + +The composer **does not replace** the sidecar. +The sidecar **does not replace** the composer. +Together they form the design-time and pre-execution decision layer. + +## Current Composer Capabilities Already Aligned + +The current `transaction-composer/` MVP already provides the correct surface for several sidecar inputs: + +- typed transaction graph with financial node kinds +- graph edge validation +- transaction compilation into structured payloads +- compliance pre-checks +- dry-run simulation +- AI-assisted graph creation from natural-language prompts +- project save/load and JSON export + +This means the composer can already act as: + +- graph authoring client +- transaction payload builder +- initial validation client +- operator review console + +## Functional Mapping: Composer → Sidecar + +| Composer capability | Current package location | Sidecar responsibility it should feed | +|---|---|---| +| Node type system | `transaction-composer/src/types/nodeTypes.ts` | Canonical transaction graph schema consumed by sidecar | +| Edge validation | `transaction-composer/src/graph/validateConnection.ts` | Structural pre-validation before policy/routing evaluation | +| Transaction compiler | `transaction-composer/src/orchestration/transactionCompiler.ts` | Normalized request body for `/evaluate-transaction` | +| Local compliance checks | `transaction-composer/src/compliance/complianceEngine.ts` | Fast UI pre-check before full sidecar decision pass | +| Dry-run simulation | `transaction-composer/src/orchestration/dryRunEngine.ts` | Operator preview before execution approval | +| JSON export | `transaction-composer/src/export/exportTransaction.ts` | Offline review / audit / handoff artifact | +| AI prompt interpreter | `transaction-composer/src/ai/promptInterpreter.ts` | Rapid route drafting before formal sidecar evaluation | +| Action bar / state machine | `transaction-composer/src/components/BottomExecutionBar.tsx`, `transaction-composer/src/state/transactionMachine.ts` | User workflow for build → evaluate → simulate → approve | + +## Required Sidecar API Alignment + +The composer should become the primary client of the sidecar endpoint: + +`POST /evaluate-transaction` + +Recommended request model: + +```json +{ + "graph": { + "nodes": [], + "edges": [] + }, + "compiledTransaction": {}, + "context": { + "jurisdictions": [], + "participants": [], + "operator": {}, + "executionMode": "dry-run" + } +} +``` + +Recommended response model: + +```json +{ + "status": "PASS", + "routingPlan": {}, + "liquidityPlan": {}, + "feePlan": {}, + "complianceResults": [], + "riskScore": 0, + "warnings": [], + "blockingIssues": [] +} +``` + +The local `complianceEngine.ts` should remain as a fast client-side validation layer, while the sidecar becomes the authoritative server-side evaluator. + +## UI-to-Sidecar Screen Mapping + +### 1. Left Component Palette + +Maps to: + +- canonical transaction grammar +- supported route primitives +- institution and settlement building blocks + +### 2. Center Graph Canvas + +Maps to: + +- transaction topology authoring +- route visualization +- structural review before evaluation + +### 3. Right AI Chat Panel + +Maps to: + +- prompt-to-graph generation +- future policy explanations +- route recommendation explanations +- jurisdictional warnings returned by sidecar + +### 4. Bottom Execution Bar + +Maps to: + +- Build → local compile +- Validate → local pre-check plus sidecar evaluation +- Dry Run → local simulation plus optional sidecar route simulation +- Execute → only after sidecar approval and orchestration confirmation + +## Orchestrator Boundary + +The composer should call an orchestration API, not external rails directly. + +Recommended control sequence: + +1. Composer builds graph. +2. Composer compiles transaction. +3. Composer sends evaluation request to Compliance & Routing Sidecar. +4. Sidecar queries: + - jurisdictional cheat sheets + - institution policy registry + - liquidity adapters + - fee rules + - risk engines +5. Sidecar returns decision package. +6. Composer renders: + - PASS / WARN / FAIL + - route recommendation + - liquidity strategy + - fee path + - risk notes +7. Orchestrator receives approved decision package for execution. + +## Jurisdictional Cheat Sheet Integration + +The sidecar should not hardcode jurisdiction rules. + +Instead: + +- composer submits transaction context +- sidecar resolves all participating jurisdictions +- sidecar queries the Jurisdictional Intelligence System +- returned jurisdiction constraints become part of the decision package + +That means `hybx_jurisdictional_cheat_sheets_technical_plan.md` is a direct dependency of this sidecar and should be treated as its policy-knowledge backend. + +## Recommended Immediate Integration Tasks + +1. Add a new composer-side API client for `POST /evaluate-transaction`. +2. Add a sidecar decision panel in the composer UI for: + - decision status + - routing plan + - liquidity plan + - fee plan + - risk score +3. Split local validation into: + - `local graph validation` + - `authoritative sidecar evaluation` +4. Freeze a single canonical request/response schema between composer and sidecar. +5. Add sidecar-backed node and edge annotations so returned warnings/errors paint directly onto the graph. +6. Extend the AI panel so it can also explain sidecar findings, not just create graphs. + +## Production Architecture Decision + +`transaction-composer/` should be recognized as: + +- the design studio +- the operator console +- the pre-execution validation client + +The Compliance & Routing Sidecar should be recognized as: + +- the authoritative policy and routing decision service + +This mapping allows the broader DBIS/HYBX stack to answer questions about: + +- whether a route is legal +- whether liquidity is sufficient +- whether fees are valid +- whether settlement is feasible +- which path should be chosen before execution + +--- + +# Liquidity Engine Design + +## Responsibilities + +Determine liquidity sources. + +Resolve: + +- FX path +- Liquidity pool selection + +--- + +## Liquidity Model + +Liquidity stored as pools. + +Each pool includes: + +{ + currency, + amount, + provider, + expiry +} + +--- + +# Fee Engine Design + +## Responsibilities + +Build complete fee map. + +Includes: + +- Fee percentage +- Flat fees +- Conditional fees + +--- + +# Risk Engine Design + +## Risk Factors + +- Counterparty reliability +- Currency volatility +- Liquidity exposure + +Output: + +Risk Score: 0–100 + +--- + +# Decision Output Model + +Sidecar produces a Decision Graph. + +Structure: + +{ + complianceStatus, + routingGraph, + liquidityGraph, + feeGraph, + riskProfile +} + +--- + +# Routing Intelligence Model + +Routing is dynamic. + +Supports: + +- Multi-hop routing +- Failover paths +- Parallel routing + +--- + +# Execution Blocking Logic + +Execution permitted only if: + +Compliance PASS +Risk acceptable +Liquidity available + +--- + +# Sidecar Communication Protocol + +Transport Options: + +Preferred: + +- gRPC + +Alternative: + +- REST + +--- + +# State Management Model + +Each transaction tracked through lifecycle. + +States: + +Draft +Validated +Routed +Approved +Ready +Executed +Failed + +--- + +# Storage Architecture + +## Databases + +Primary: + +PostgreSQL + +Secondary: + +Redis (cache) + +Optional: + +Graph Database (Neo4j) + +--- + +# Decision Caching Model + +Cache previous routing decisions. + +Speeds repeated transactions. + +Cache Key: + +Transaction Signature Hash + +--- + +# Policy Storage Model + +Policies stored as structured JSON. + +Supports: + +Versioning +Rollback +Audit + +--- + +# Compliance Logging + +Every validation logged. + +Includes: + +Timestamp +Policy Version +Result + +--- + +# Observability Architecture + +Metrics captured: + +- Decision latency +- Compliance failures +- Routing complexity + +--- + +# Monitoring Tools + +Recommended: + +Prometheus +Grafana +OpenTelemetry + +--- + +# Performance Targets + +Validation latency target: + +< 200 ms + +Routing latency target: + +< 500 ms + +--- + +# Horizontal Scaling Model + +Sidecar must scale independently. + +Scaling method: + +Container-based horizontal scaling. + +--- + +# Container Architecture + +Each subsystem deployable independently. + +Services: + +policy-service +compliance-service +routing-service +liquidity-service +fee-service +risk-service + +--- + +# Event Model + +Sidecar reacts to events. + +Events: + +TransactionCreated +TransactionUpdated +TransactionValidated +TransactionApproved + +--- + +# Failure Handling Model + +Failures categorized as: + +Soft Fail +Hard Fail +Retryable Fail + +--- + +# Security Architecture + +Authentication: + +mTLS + +Authorization: + +RBAC + +--- + +# Audit Model + +Full audit trail required. + +Tracks: + +All policy decisions +All routing changes +All risk evaluations + +--- + +# Decision Transparency Model + +Every decision must be explainable. + +Outputs include: + +Rule triggered +Reason +Outcome + +--- + +# AI Integration Capability + +Sidecar optionally supports AI-based recommendations. + +Use cases: + +Suggest routing optimizations +Suggest liquidity paths +Flag anomalous patterns + +--- + +# Future Extensions + +Planned capabilities: + +Adaptive routing +Dynamic policy learning +Real-time liquidity discovery +Predictive compliance risk scoring + +--- + +# Minimum Viable Sidecar Components + +Required for MVP: + +Policy Engine +Compliance Engine +Routing Engine +Liquidity Engine +Risk Engine +Decision API + +--- + +# Production Readiness Milestones + +Phase 1: + +Basic compliance validation. + +Phase 2: + +Routing logic integration. + +Phase 3: + +Liquidity optimization. + +Phase 4: + +Full decision intelligence. + +--- + +# Final Outcome + +When complete, the Compliance & Routing Sidecar becomes: + +A deterministic decision engine that transforms transaction designs into validated, routable, executable workflows with full regulatory assurance. diff --git a/hybx_jurisdictional_cheat_sheets_technical_plan.md b/hybx_jurisdictional_cheat_sheets_technical_plan.md new file mode 100644 index 0000000..61775fa --- /dev/null +++ b/hybx_jurisdictional_cheat_sheets_technical_plan.md @@ -0,0 +1,698 @@ +# HYBX Jurisdictional Cheat Sheets — Technical Plan + +## Purpose + +Design a comprehensive **Jurisdictional Intelligence System (JIS)** that functions as the financial equivalent of a global intelligence reference, similar in concept to the CIA World Factbook but specialized for banking, payments, liquidity movement, settlement routing, and regulatory execution. + +This system provides **deterministic jurisdiction knowledge** used by the Compliance & Routing Sidecar to ensure that every transaction is legally executable within applicable jurisdictions. + +--- + +# Core Objective + +Create a structured, versioned, queryable **Book of Jurisdictional Cheat Sheets** covering every jurisdiction where financial activity may occur. + +Each jurisdiction profile must provide: + +- Regulatory constraints +- Currency permissions +- Settlement rules +- Liquidity restrictions +- Licensing requirements +- Cross-border permissions +- Fee constraints +- Compliance requirements + +This becomes the **ground truth registry** for jurisdictional logic. + +--- + +# Core Concept + +The Jurisdictional Cheat Sheets system acts as: + +1. Jurisdiction Knowledge Base +2. Compliance Reference Library +3. Routing Constraint Source +4. FX Permission Authority +5. Settlement Legality Validator +6. Institutional Licensing Reference + +--- + +# System Role in Overall Architecture + +Primary Consumers: + +- Compliance Sidecar +- Routing Engine +- Liquidity Engine +- Transaction Composer +- Risk Engine + +Integration Flow: + +Transaction Graph → Sidecar → Jurisdiction Lookup → Decision Output + +## Mapping to `transaction-composer/` + +`transaction-composer/` should be treated as the human-facing authoring client for jurisdiction-aware transaction design. + +The practical flow is: + +1. Composer generates the transaction graph. +2. Composer compiles the graph into a normalized transaction request. +3. Compliance & Routing Sidecar resolves the relevant jurisdictions. +4. Jurisdictional Cheat Sheets return: + - currency permissions + - cross-border restrictions + - licensing requirements + - settlement legality + - reporting thresholds +5. Sidecar returns the decision package back to the composer UI for operator review. + +This means the cheat-sheet system is not a standalone reporting tool only. It is an online policy backend for the sidecar and a visible explanation source for the composer. + +--- + +# System Architecture Overview + +## Primary Subsystems + +1. Jurisdiction Registry +2. Policy Knowledge Base +3. Currency Rules Engine +4. Licensing Database +5. Cross-Border Rule Engine +6. Reporting and Visualization Layer + +--- + +# Jurisdiction Registry Design + +## Purpose + +Maintain canonical jurisdiction definitions. + +Each jurisdiction receives a **Jurisdiction ID**. + +--- + +## Core Fields + +Each jurisdiction record includes: + +Jurisdiction ID +Country Name +ISO Country Code +Region +Capital City +Primary Financial Regulator +Secondary Regulators +Legal System Type +Central Bank Name +Currency +Time Zones +Languages +Political Risk Tier +Financial Risk Tier +Sanctions Status + +--- + +# Regulatory Metadata Layer + +## Purpose + +Capture jurisdiction-specific financial regulations. + +--- + +## Regulatory Categories + +### Banking Regulations + +Fields: + +Bank Licensing Requirements +Minimum Capital Requirements +Reserve Requirements +Reporting Requirements +Audit Requirements + +--- + +### Payments Regulations + +Fields: + +Allowed Payment Types +Domestic Settlement Systems +Real-Time Gross Settlement Availability +Instant Payment Availability +Payment Network Participation + +--- + +### FX Regulations + +Fields: + +FX Convertibility Status +Allowed Currency Pairs +Capital Controls +FX Approval Requirements +Maximum FX Limits + +--- + +### Cross-Border Regulations + +Fields: + +Outbound Transfer Permissions +Inbound Transfer Permissions +Restricted Jurisdictions +Reporting Thresholds +Documentation Requirements + +--- + +# Currency Rules Engine + +## Purpose + +Define currency behavior within jurisdiction. + +--- + +## Currency Model + +Currency Code +Convertibility Level +Settlement Type +Liquidity Availability +Central Bank Restrictions +Digital Currency Support + +--- + +# Licensing Database Design + +## Purpose + +Track institutional permissions. + +--- + +## License Types + +Commercial Bank License +Remittance License +Money Services License +Broker License +Liquidity Provider License + +--- + +## License Fields + +License ID +License Type +Issuing Authority +Validity Period +Operational Scope +Restrictions + +--- + +# Cross-Border Rule Engine + +## Purpose + +Define international transaction permissions. + +--- + +## Rule Types + +Country-to-Country Transfer Rules +Currency Export Rules +Sanctions Restrictions +Dual-Control Requirements +Capital Flow Restrictions + +--- + +# Settlement Infrastructure Registry + +## Purpose + +Catalog financial settlement systems. + +--- + +## Settlement System Fields + +System Name +Settlement Type +Operating Hours +Supported Currencies +Settlement Finality Model +Participation Requirements + +Examples: + +RTGS +ACH +Instant Payment Systems +Cross-border Clearing Networks + +--- + +# Liquidity Infrastructure Registry + +## Purpose + +Identify available liquidity channels. + +--- + +## Liquidity Fields + +Liquidity Providers +Supported Currency Pools +Liquidity Windows +Collateral Requirements +Liquidity Limits + +--- + +# Fee Governance Model + +## Purpose + +Define jurisdictional fee constraints. + +--- + +## Fee Fields + +Maximum Allowed Fees +Regulated Fee Categories +Mandatory Fee Disclosures +Taxation Rules +Stamp Duty Rules + +--- + +# Risk Intelligence Layer + +## Purpose + +Provide jurisdictional risk indicators. + +--- + +## Risk Indicators + +Political Stability Index +Regulatory Stability Index +Financial Crime Risk +AML Risk Tier +Sanctions Risk Tier +Currency Volatility Index + +--- + +# Sanctions Intelligence Module + +## Purpose + +Track restricted jurisdictions. + +--- + +## Sanctions Fields + +Sanctioning Authority +Sanctions Type +Restricted Activities +Blocked Entities +Sector Restrictions + +--- + +# Documentation Requirements Engine + +## Purpose + +Define required transaction documentation. + +--- + +## Documentation Types + +Customer Identification +Beneficiary Documentation +Source of Funds Declaration +Purpose of Payment +Regulatory Filings + +--- + +# Data Model Design + +## Core Structure + +Each jurisdiction stored as structured object. + +Example: + +{ + jurisdictionId, + regulator, + currencyRules, + fxRules, + settlementSystems, + licensingRules, + crossBorderRules, + riskProfile +} + +--- + +# Versioning Architecture + +Every jurisdiction profile is versioned. + +Supports: + +Historical snapshots +Policy rollback +Audit tracking + +--- + +# Update Model + +Updates triggered by: + +Regulatory change +Policy update +Market changes + +--- + +# Data Acquisition Model + +Sources include: + +Official regulatory publications +Central bank releases +Financial supervisory authorities +International financial organizations +Licensed legal intelligence providers + +--- + +# Data Normalization Layer + +Normalize all incoming jurisdiction data. + +Ensure consistent schema alignment. + +--- + +# Validation Model + +Each jurisdiction profile must pass validation checks. + +Checks include: + +Field completeness +Logical consistency +Policy compatibility + +--- + +# Query Interface Design + +Provide high-speed lookup capability. + +Example Queries: + +Get FX permissions for USD → IDR +Check cross-border transfer legality +Retrieve settlement options +Fetch licensing requirements + +--- + +# API Architecture + +Primary Endpoint: + +GET /jurisdiction/{id} + +Returns full jurisdiction profile. + +--- + +# Search Capability + +Enable multi-dimensional search. + +Search filters: + +Country +Currency +Regulator +Risk Tier +Settlement Availability + +--- + +# Integration with Sidecar + +Sidecar queries jurisdiction data during validation. + +Used for: + +Routing validation +Compliance validation +Liquidity validation + +--- + +# Caching Model + +Frequently accessed jurisdictions cached. + +Cache TTL configurable. + +--- + +# Storage Architecture + +Primary Storage: + +PostgreSQL + +Secondary Storage: + +ElasticSearch (search index) + +Optional: + +Graph Database + +--- + +# Visualization Interface + +Provide UI dashboard. + +Displays: + +Jurisdiction Overview +Currency Rules +Risk Indicators +Settlement Systems + +--- + +# Dashboard Components + +Interactive maps +Jurisdiction comparison tables +Risk heat maps +Compliance summaries + +--- + +# Policy Linking Model + +Each jurisdiction links to policy references. + +Policies stored separately. + +Referenced dynamically. + +--- + +# Multi-Jurisdiction Simulation Support + +Support modeling of multi-country flows. + +Example: + +USD → Indonesia → Botswana → Malta + +Simulate legal pathway. + +--- + +# Localization Support + +Support multilingual output. + +Languages configurable. + +--- + +# Audit Trail Model + +All changes logged. + +Includes: + +User +Timestamp +Change Summary +Previous Version + +--- + +# Security Architecture + +Access Control: + +Role-Based Access Control (RBAC) + +Encryption: + +Data-at-rest encryption +Data-in-transit encryption + +--- + +# Observability Architecture + +Track: + +Lookup latency +Query frequency +Update frequency + +--- + +# Performance Targets + +Lookup latency target: + +< 100 ms + +Search latency target: + +< 300 ms + +--- + +# Horizontal Scaling Model + +Scale by: + +Jurisdiction clusters + +Regions grouped geographically. + +--- + +# Global Coverage Requirement + +System must support: + +All sovereign states +Dependent territories +Special financial jurisdictions + +--- + +# Jurisdiction Classification Model + +Classify jurisdictions into tiers. + +Example: + +Tier 1 — Major Financial Centers +Tier 2 — Regional Banking Hubs +Tier 3 — Restricted or Emerging Jurisdictions + +--- + +# Deployment Model + +Deploy as independent service. + +Accessible via API. + +--- + +# Backup Strategy + +Nightly backups required. + +Geo-redundant storage recommended. + +--- + +# Minimum Viable Jurisdiction Dataset + +Initial coverage: + +Top 50 global financial jurisdictions. + +Includes: + +United States +Indonesia +Singapore +Switzerland +Malta +United Kingdom +European Union jurisdictions + +--- + +# Production Expansion Plan + +Phase 1: + +Core jurisdictions. + +Phase 2: + +Full global coverage. + +Phase 3: + +Real-time regulatory updates. + +--- + +# Final Outcome + +When complete, the Jurisdictional Cheat Sheets system becomes: + +A continuously updated, machine-readable global financial intelligence reference that enables compliant, optimized, jurisdiction-aware financial transaction execution.