Use Cases
Industries we work in
These are the use cases we have already deployed or can deliver — organized by industry. Behind every scenario is an AI Agent that proactively executes tasks, not just a chatbot.
Smart Manufacturing
AI-powered after-sales support and supply-chain quality control for equipment manufacturers and factories — making frontline service and production operations more efficient.
- Intelligent equipment fault diagnosis
- Automated after-sales work-order routing
- Supply chain anomaly alerting
- Quality inspection data analysis
Smart Manufacturing
Industrial IoT AI After-Sales Agent
Consolidates scattered equipment manuals, fault SOPs, spare-parts lists, and operating procedures into a searchable production-line knowledge base. Field technicians ask questions in plain language or by alarm code and receive cited, actionable resolutions instantly — already live on Mengniu's Tiantrack conveyor line.
Learn moreSmart Manufacturing
Supply Chain & Quality Control Agent
Aggregates supply chain and quality inspection data, surfaces anomalies early, supports production scheduling, and assists with quality analysis — reducing material shortage and quality risks.
Learn moreMarketing & Sales
Proactive AI Agents that automate lead generation, follow-up, and pipeline insights — so your sales team can focus entirely on closing.
- Multichannel intelligent lead sourcing
- Lead scoring and assignment
- Automated follow-up outreach
- Omnichannel customer service
Marketing & Sales
AI CRM · Proactive Lead Generation Agent
A proactive AI Agent that automates lead sourcing, data enrichment, customer follow-up, and sales insights — freeing your sales team to focus on closing.
Learn moreCustomer Service
Omnichannel Intelligent Customer Service Agent
Unifies customer inquiries across web, app, phone, and social channels. Responds instantly from your enterprise knowledge base and escalates complex issues to human agents seamlessly.
Learn moreProfessional Services
In finance, legal, and HR contexts, Agents handle repetitive review and screening work so your specialists can focus on higher-value judgment calls.
- Contract compliance review
- Tender and procurement monitoring
- Intelligent resume screening
Finance & Legal
Finance & Compliance Review Agent
Automatically reviews contracts, invoices, and financial documents against regulatory requirements and internal control rules, flags risk items, and provides remediation recommendations.
Learn moreProcurement & Tendering
Tender & Procurement Intelligence Agent
Continuously monitors tender platforms, matches opportunities against your qualifications, extracts key bid requirements, and assists in drafting tender documents — compressing your response cycle.
Learn moreHuman Resources
HR Recruitment Screening Agent
Automatically parses resumes, scores candidates against job requirements, handles initial outreach, and coordinates interview scheduling — so your recruiting team can focus on the candidates that matter.
Learn moreDon't see your industry?
If your business has clear processes and accumulated knowledge, we can build an Agent that gets the work done.