AI FDE Studio for SMBs
FDE OPC builds working AI workflows for global SMBs
We help small and midsize teams find frequent pain points in real operations, then use LLMs, AI agents, and automation tools to build internal tools, business demos, and repeatable workflows fast.
FDE OPCAI FDE Studio
Business process
High-frequency pain point
Working AI tool
Repeatable workflow
1-3priority scenarios
Fastdemo validation
GlobalSMB focused
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We do not stop at AI training. We build tools that run.
FDE OPC works with teams to map real business processes, locate recurring pain points, and ship practical solutions with LLMs, AI agents, and automation tools.
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Practical Scenarios
From operations data to customer workflows, repetitive work becomes a process your team can keep running.
Cross-border ecommerce review analysis and product research
Sales lead cleanup and customer segmentation
Quotation, order, and purchasing assistance
Customer data analysis and CRM automation
Internal knowledge base Q&A
Meeting notes, daily reports, and weekly reports
Content marketing ideation, generation, and publishing
Multilingual support and email auto-replies
Operations dashboards
SOP, hiring, and training workflow automation
Small business systems and internal tools
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Engagement Models
Start with diagnosis, validate with a working demo, then connect proven workflows to daily operations.
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AI Scenario Diagnosis
For SMBs that are unsure where to begin. We map business processes and identify 1-3 high-frequency scenarios where AI can create practical leverage.
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Business Demo Co-Creation
We focus on one concrete business problem and build a working demo in a short cycle, so the team can judge the value before scaling investment.
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AI Workflow Buildout
We connect repetitive daily work to LLMs, AI agents, and automation tools, creating internal processes that can run consistently.
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Long-Term AI FDE Partnership
Through remote collaboration or staged on-site work, we support AI application delivery, tool selection, process redesign, and internal team training.
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Who We Help
Global SMB owners
Manufacturers, factories, and supply chain companies
Cross-border ecommerce teams
Local service businesses
Consulting, education, training, and marketing firms
Content marketing and growth teams
Small software teams improving efficiency with AI
Industrial parks, incubators, and business service organizations
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Email us to bookBring one real workflow to an AI scenario diagnosis
Tell us your industry, team size, and one workflow that repeatedly consumes time. We will assess whether it can be improved with AI tools, agents, or automation.