Huaya Auto Repair · private-domain supervision
Real-time analysis of all work-WeChat chats with unified after-sales, maintenance and campaign scripts.
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
- 12–20 weeks
- Tech stack
- Vision / OCR
- 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 "Tian Suan AI Super Employee (Omni-Channel Short-Video Ops)", Global AI DAO integrated the following capability stack into a single solution:
- Vision / OCR —— 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)
| Metric | Before | After | Delta |
|---|---|---|---|
| complaint rate | 100% | 40% | -60% |
Source metric: 100% response consistency, -60% complaint rate.
5. Specs & Fit
| Platforms | Douyin / Kuaishou / Channels / Xiaohongshu / WeChat / WeCom |
| Core capabilities | Batch remix / multi-platform publish / copy cloning / lead capture / DM funnel / AI replies / digital human / global supervision |
| Throughput | 10–50× video throughput; 100+ original shorts per operator-day |
| Reliability | System error rate <0.1% |
| Deployment | SaaS or private deployment, with proprietary KB ingestion |
| Best for | Local life / high-ticket services / private-domain funnels / digital-human IP / matrix-account operators |