Software + AI Delivery Experience
From business requirements and data preparation through RAG, tool use, UI, deployment and maintenance as a complete system.
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CUSTOM DEVELOPMENT
Research & Academic Agent Development
Literature retrieval, research Q&A, data/code workflows, experiment records, task orchestration and research assistance.
AI AgentRAGLLMTool CallingHuman Review
Why Choose Us
Delivered as a practical software system, not merely a chat demo.
Team-based Delivery
Development, project management and QA jointly test business boundaries, permissions, exceptions and answer quality.
The Model Is Not the Whole System
Deterministic components handle rules, permissions and critical calculations where possible; LLMs handle understanding, planning, generation and interaction.
Existing-system Integration
Integrate databases, documents, APIs, internal tools, web admin and human-review workflows.
Industries & Scenarios
The architecture is adapted to business boundaries, data and risk requirements.
Health & Medical Technology
Knowledge, research, internal workflows and human review.
Manufacturing & Industry
Equipment, quality, maintenance, technical documents and work orders.
E-commerce & Retail
Products, support, orders, operations and content.
Research & Education
Literature, data, experiments, code and research workflows.
Enterprise Knowledge
Internal documents, policies, product knowledge and employee Q&A.
Professional Services
Consulting, projects, client information, reports and workflows.
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
Starting prices are positioned at roughly 50% of current public AI-agent market benchmarks.
Research & Academic Agent Development
US$12,500+
Includes requirements analysis, the core agent workflow and basic deployment.
- Knowledge/data connection
- RAG or tool use
- Basic UI/admin
- QA & deployment
Expanded Integration
US$25,000+
For additional business tools, permissions, workflows or system integrations.
- Multiple tools/APIs
- Roles & permissions
- Human review
- Logs & exception handling
Complex System
Scoped quote
For multi-agent systems, strict data boundaries or complex integrations.
- Multi-agent orchestration
- Optional private deployment
- Stricter validation
- Ongoing support
Complexity varies significantly with data, permissions, tools, business risk and deployment. Formal pricing follows a scope review.
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.
