Software + AI Capability
We build traditional web/desktop/backend software and integrate LLMs, RAG, ML and agents into real business systems.
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CUSTOM DEVELOPMENT
AI Agent Development
From focused task agents to workflows that connect enterprise data, tools and business systems. We design RAG, tool use, access control, human review, logging, deployment and integration with existing systems.
AI AgentRAGLLMTool CallingWorkflowHuman-in-the-loop
Why Choose Us
An agent is more than a model API. We combine model capabilities with deterministic business logic, data, tools, validation and human review into a deliverable system.
Full Project Team
Development, project management and QA focus on tool calls, data boundaries, exception handling and result verification.
Local or Cloud Options
Cloud APIs, local models, BYOK or hybrid architecture can be used with appropriate permissions, logging and data flows.
Domain-oriented Agent Design
Medical, industrial, e-commerce, research/academic and enterprise knowledge workflows can be designed around domain constraints and human oversight.
Five Agent Development Services
Choose the service closest to your business scenario for a detailed scope and pricing page.
Medical AI Agent Development
Medical/research knowledge bases, RAG, document Q&A, workflows and human review.
View service details →Industrial AI Agent Development
Maintenance, quality, knowledge retrieval, work orders and industrial-data assistance.
View service details →E-commerce AI Agent Development
Product assistants, presales/after-sales support, order/knowledge lookup and operations automation.
View service details →Research & Academic Agent Development
Literature, data, experiment/code workflows and research-task assistance.
View service details →RAG Knowledge Base / Enterprise Agent
Enterprise document retrieval, cited Q&A, access control and internal knowledge assistants.
View service details →Industries We Serve
Our current focus covers five agent categories, each with its own detailed service page.
Health & Medical Technology
Medical knowledge, research literature, workflow assistance and human review.
Manufacturing & Industry
Equipment, maintenance, quality, work orders, technical documents and industrial knowledge.
E-commerce & Retail
Products, customer service, orders, operations, content and internal knowledge.
Research & Education
Literature, data, experiments, code, research workflows and academic tasks.
Enterprise Knowledge & Workflows
RAG knowledge bases, document Q&A, permissions, approvals and cross-system workflows.
Multi-agent & Complex Integration
Multiple agents, tools/APIs, databases, internal systems and human-in-the-loop processes.
Our Delivery Process
Requirements
Define goals, users, platform, core features, existing systems/data and timeline.
Quotation
Receive a scoped quotation based on complexity, integrations and deliverables.
Solution Design
Confirm product structure, architecture, milestones, data flow and deployment plan.
Development & QA
Iterative implementation with functional testing, compatibility checks and QA.
Deployment
Launch the service, deliver installers or deploy servers, with required documentation.
After-sales Support
Agreed defect fixes, upgrades, maintenance and follow-on feature iterations.
Reference Pricing
These figures start from current public AI/agent market benchmarks, then apply an approximately 50% pricing position.
Focused Task Agent / POC
US$12,500+
Validate one clearly defined business objective.
- Single-agent core workflow
- Basic tool/API use
- Basic UI & logging
- QA & deployment
RAG / Enterprise Knowledge Agent
US$18,000+
For document knowledge bases, permissions and business Q&A.
- Document processing & retrieval
- Cited Q&A
- Accounts/permissions
- Admin & deployment
Multi-tool / Workflow Agent
US$25,000+
For cross-system automation and complex business workflows.
- Multiple tools/APIs
- Workflow orchestration
- Human review
- Monitoring, logs & exception handling
Pricing approach: public 2026 AI-agent pricing commonly places basic task agents around US$25,000–75,000, with more complex systems reaching US$100,000+. This page positions starting prices at roughly 50% of those market benchmarks; final quotes depend on scope.
Send us your requirements
Tell us the problem, target platform, core features, existing systems or data, budget range and expected timeline. We confirm scope first, then provide a solution and quotation.
