LLM Integration & Private Deployment

No need to rebuild from scratch — adding LLM capabilities to existing systems is the most cost-effective path to intelligence. Sunzom offers both cloud API integration and on-premise private deployment: the former launches fast with pay-as-you-go cost; the latter keeps models and data entirely on your own servers, so data never leaves your network.

What We Deliver

• Capability integration: smart customer service, document/copy drafting, content moderation, speech transcription, image recognition, smart search and more, integrated into existing systems;
• Model selection & adaptation: compatible with mainstream models such as GLM, DeepSeek and Qwen, balancing effectiveness and cost per scenario;
• Private deployment: intranet installation, compute sizing, model quantization and optimization, deep integration with business systems;
• Security & compliance: sensitive-information filtering, operation log auditing, minimal permissions.

Typical Use Cases

• Customer service systems with LLM-powered intent recognition and reply assistance;
• OA / document systems with drafting, summarization and continuation;
• Archive / contract systems with element extraction and comparison;
• Production / inspection systems with image recognition for quality control.

Deliverables

Integration interfaces and documentation, deployment implementation plan (with compute recommendations), operations manual and training, upgrade iteration plan. Compatibility of your legacy system can be assessed first via Legacy System AI Upgrade.