Case Brief · 案例简报 · Skills Modular Capability System

Bank credit-approval Skills pack

Document extraction, anti-fraud, line sizing and compliance checks in one chain.

Industry: FinanceScenario: Risk & ComplianceScale: Enterprise / GroupIssued: 2026-11-01

Evidence notice: cases, figures and inferred project metadata are unverified scenario illustrations, not established client outcomes, credentials or return promises. Signed contracts define scope, fees, baselines, acceptance and data responsibilities; client business data stays off-chain.

1. Project Overview

Customer type: Top-tier Banks / brokers / insurers
Project duration: 6–8 weeks
Tech stack: Skills library
Deployment: Private deployment

2. Business Context & Pain Points

The customer is a Enterprise / Group player in Finance, with the core pain concentrated in "Risk & Compliance". Manual workflows and point tools could not scale or stay consistent, driving up response time, operating cost and compliance risk. This project delivered an end-to-end AI upgrade for that workflow.

3. Solution

Anchored on "Skills Modular Capability System", Global AI DAO integrated the following capability stack into a single solution:

Skills library —— Wired into the critical business path across ingestion, inference and human-in-the-loop collaboration.
Deployment: Private deployment, balancing data compliance, performance SLA and operability.

4. Quantified Outcomes (Before vs After)

Source metric: Approval time from 3 days to 4 hours.

5. Specs & Fit

Protocol	MCP-compatible
Built-in Skills	Finance / retail / mfg / energy — 100+
Orchestration	Low-code / SDK / YAML
Invocation	REST / gRPC / agent tool

Defined scope. Accountable delivery.

Staged pricing & acceptance

Discovery, pilot and rollout have separate scope and fees. Contracts define baselines, evaluation samples, acceptance metrics and responsibility. Results are not unconditionally guaranteed.

Customer business data stays off-chain

Business records and personal data are not written to a blockchain. Confirm deployment region, model providers, access, retention and deletion in writing before work begins.

Clear contracting & delivery responsibility

Before signing, obtain and verify the legal entity, registration, jurisdiction, delivery owner and dispute terms. DAO collaboration does not replace contractual responsibility.