Case Brief · 案例简报 · Privacy Computing & Compliance Security

Domestic-stack government LLM

Ascend + Kylin full-domestic stack, certified at MLPS Level 3.

Industry: GovernmentScenario: GeneralScale: 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 Government & public sector
Project duration: 6–8 weeks
Tech stack: Multimodal backbone
Deployment: Private deployment

2. Business Context & Pain Points

The customer is a Enterprise / Group player in Government, with the core pain concentrated in "General". 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 "Privacy Computing & Compliance Security", Global AI DAO integrated the following capability stack into a single solution:

Multimodal backbone —— 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: Compliance passed first try, 6-week rollout.

5. Specs & Fit

Federation protocol	Horizontal / vertical / transfer FL
Privacy tech	MPC / DP / HE (optional)
Chips	Ascend / Cambricon / NVIDIA
OS	Kylin / UOS / Ubuntu
Certifications	MLPS-3 / cryptographic eval / ISO 27001

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.