Qianxun Intelligence · Hong Kong
We develop custom AI applications, workflows and business agents for SMEs, connecting knowledge and existing systems to support data queries, human approvals and follow-up actions.
BUSINESS APPLICATIONS
We start with the daily operations of SMEs, connecting business knowledge, data and existing systems. Applications and workflows are designed for each project, with defined permissions, human review and acceptance criteria.
Develop custom AI applications, workflows and agents that connect business knowledge with existing business systems.
Explore application servicesConnect video feeds and edge devices to link detected events with notifications, work orders and staff response workflows.
Explore vision integrationDevelop AI applications for teaching and administration, connecting staff and student data, school workflows and existing systems.
Explore education applications01 / BUSINESS AI & WORKFLOWS
We develop applications, workflows and agents around SME operations, connecting business knowledge and data with existing ERP, CRM and office automation (OA) systems through available APIs. Data access, human approval checkpoints and acceptance criteria are agreed before implementation.
Develop data query tools, document processing functions and user interfaces around specific business tasks, using business knowledge and data.
Connect forms, approvals, notifications and system updates, with human review and exception handling configured according to business rules.
Configure knowledge retrieval and tool use for defined tasks, limit data access and permitted actions, and retain execution logs for review.
APPLICATION EXAMPLES
These examples illustrate the roles of AI and human review within a workflow. Data sources, system APIs and acceptance criteria are defined for each project.
Customer enquiry → Organise information → Draft quotation → Human review → Save record
Organise the enquiry, retrieve product and pricing information, and generate a draft quotation. After sales staff confirm the prices and terms, update the sales record through an authorised API.
Purchase request → Check details → Route by approval rules → Human approval → Create purchase order
Check request fields, stock and supplier data, then route the request for approval using rules based on purchase value and department. After approval, create the purchase order through an API and record the approval outcome.
Request intake → Knowledge retrieval → Ticket assignment → Staff handling → Record outcome
Organise the customer's description and supporting information, retrieve relevant guidance and assign the ticket according to rules. Service staff handle the issue and record the outcome.
02 / VISION & WORKFLOW INTEGRATION
Connect on-site video analysis to business workflows using vision models, edge devices and event rules, with integration into management systems for campuses, construction sites, properties and factories.
Integrate on-site video sources and configure inference pipelines for the available computing resources, video conditions and application requirements.
Combine vision models with site-specific rules to define event types, monitoring zones and detection outputs.
Send detection results to management systems through APIs, with alerts, work orders or human review configured through event rules.
CAMPUS / Application example
Detect events such as entry into restricted areas and blocked passageways, connecting them to campus notifications, event records and response workflows.
Detection scope, models and hardware configurations are subject to project validation.
03 / EDUCATION APPLICATIONS
Develop AI applications for each school's teaching and administration needs, connecting existing information systems and workflows for classroom teaching, staff and student administration, and school operations.
Design AI applications for lesson preparation, teaching resources and classroom interaction to fit teachers' lesson plans and practical needs.
Organise staff, student and school operations data according to school policies, with workflows for queries, information updates and cross-department collaboration.
Connect campus applications and device information, integrating school workflows with appropriate data exchange and process handoffs.
IMPLEMENTATION & ACCEPTANCE
Agree the scope, data requirements and acceptance process before development, then select on-premises or cloud deployment. Evaluate task completion rates, processing time and API execution results using agreed test data.
Review current operations, data sources and available interfaces, then agree the processing scope, test data and measurable acceptance criteria.
Define application functions and system interfaces, including execution permissions, human review checkpoints and exception handling.
Test applications and workflows with agreed data, checking task completion, processing time and the results of system actions.
Deploy the system, test the interfaces and provide operating instructions. Verify results against agreed acceptance criteria and confirm ongoing maintenance arrangements.
ABOUT QIANXUN
香港千訊智能科技有限公司
Qianxun Intelligence is a Hong Kong-based company developing AI applications and integrating business workflows, primarily for SMEs. We provide custom applications, workflows and business agents, planned around existing data and systems. Projects cover requirements analysis, development, API integration, deployment and acceptance. Vision analysis and education applications extend this work to specific use cases.
