Case Brief · 案例简报 · Enterprise Native Multimodal Model Platform

Telco bulk-procurement LLM appliance

Unified appliance delivery to 31 provinces, local training and inference.

Industry: TelecomScenario: Data & R&DScale: 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 Telcos & comms operators
Project duration: 6–8 weeks
Tech stack: Multimodal backbone
Deployment: Hybrid cloud

2. Business Context & Pain Points

The customer is a Enterprise / Group player in Telecom, with the core pain concentrated in "Data & R&D". 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 "Enterprise Native Multimodal Model Platform", 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: Hybrid cloud, balancing data compliance, performance SLA and operability.

4. Quantified Outcomes (Before vs After)

Source metric: 4-week per-province delivery, 5× racks per operator.

5. Specs & Fit

Deployment	Private / hybrid cloud / on-premise
I/O	Text / code / audio / image / video
Min cluster	4×A800 or NPU equivalent
Hallucination control	RAG + knowledge-graph cross-check
SLA	99.9% availability, 24/7 support

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.