AI+ Services is Sunzom's product and service line for enterprise intelligence upgrades. We deliver with the FDE (Forward Deployed Engineer) model — engineers work on-site at your business, owning everything from process diagnosis and solution design to system delivery and iterative support, embedding LLM capabilities into your real business workflows. No concept decks — we deliver systems you can actually use.
Sunzom has spent 20+ years building industry management software, served 3,000+ industry clients, and runs its own software development engine platform. We know that AI's value lies not in the model itself, but in combining it with industry know-how and real business processes — that is the foundation of our AI+ services.
Five Services
AI Scenario Consulting & On-site Delivery
FDE engineers work on-site: mapping processes, auditing data, identifying high-value AI use cases, validating results with fast POCs.
Details →Enterprise Knowledge Base & Smart Q&A
Instant answers from policies, documents and industry knowledge, with traceable sources; private deployment supported.
Details →Custom AI Agent Development
Multi-step tasks automated to your business rules: customer service, document pre-review, report generation, workflow orchestration.
Details →LLM Integration & Private Deployment
Add LLM capabilities to existing systems via cloud API or on-premise deployment — data can stay inside your network.
Details →Legacy System AI Upgrade
Old system core untouched, AI modules attached: smart search, report interpretation, approval pre-review, automatic form filling.
Details →FDE Delivery Process
Scenario Diagnosis
Business interviews and data audit (free), producing an AI opportunity list
Solution Design
Feasibility assessment, technology selection, cost-benefit analysis
POC Validation
Pilot 1-2 high-value scenarios, typically showing results in 2-4 weeks
Delivery & Launch
System development and deployment, data integration, user training
Iterative Support
Impact measurement, knowledge operations, continuous feature iteration
Why Sunzom
Industry Know-How
20+ years delivering industry management software across agriculture, elder care, legal, healthcare, vehicle recycling and more — AI solutions that never float in the air.
Engineering Foundation
Our own software development engine platform guarantees the speed and quality of system delivery.
Proven in Real Scenarios
AI is already in production inside Sunzom's own platforms for content production and multilingual translation — not just talk.
Local Support
Hybrid FDE on-site + remote delivery, fast response, service that continues beyond go-live.
FAQ
We already have business systems — can we still adopt AI?
Yes. Legacy system upgrade is one of our core services: core business logic stays untouched while AI modules are attached. We start with a compatibility assessment, roll out in stages, and everything can be rolled back.
How is data security ensured?
Private on-premise deployment keeps models and data entirely on your own servers — data never leaves your network. External APIs are opened minimally as needed, with sensitive-information filtering and operation log auditing.
Does it require a large investment?
No. The FDE model starts from a small POC in one scenario — typically showing real results in 2-4 weeks. Scale up only after the results are validated, avoiding a large one-time bet on the wrong direction.
Will the AI "confidently make things up"?
We use RAG to confine answers to authorized material with cited sources, gate agents with business rules, and keep human review on critical operations — better conservative than inaccurate.
Ready to Put AI to Work in Your Business?
Start with a free scenario assessment: an FDE engineer maps your business and identifies the AI use cases with the best return on investment.
