BUSINESS INTELLIGENCE
Connect your documents, business rules and tools. AI can retrieve knowledge, organize information and advance authorized workflows, while the right people retain control of important decisions.
Understand the request and required information.
Knowledge bases · Role-based agents · Automated workflows
For established processes that need less repetitive work and better connections.INTERACTIVE BUSINESS LAB
Choose an industry and run an illustrative workflow: retrieve context, organize the information and hand the result to its owner. This preset demo calls no live models or business systems.
Organize a course enquiry and prepare follow-up questions.
Run the demo to follow the task.
A requirement summary, missing information and next steps.
All content uses preset data to illustrate business and technical concepts. It does not represent client projects or promised outcomes.
SERVICE SCOPE
Combine modules around your needs.
Agree scope, timing and acceptance before implementation.
Organize approved documents into a searchable knowledge base with source references. Define how missing information, conflicts and access restrictions are handled.
Design agents around specific tasks, with context, prompts and tool access. Define what they can execute and when human confirmation is required.
Connect forms, messages, document processing and collaboration tools with explicit triggers, routing, reviews and exception handling.
INDUSTRY APPLICATIONS
These examples are starting points, not the limits of our services.
Your processes, team and goals shape the solution.
Course information, learner needs and service details are scattered.
POSSIBLE APPLICATIONSLearning resources, course enquiries and intake
Owners confirm course fit and teaching arrangements; learner data is role-restricted.
Products, channels and campaign rules change frequently, causing inconsistent answers.
POSSIBLE APPLICATIONSProduct assistants, enquiry routing and draft follow-up
Use current pricing, stock and policy records; staff confirm exceptional commitments.
Complex specifications and enquiries force sales teams to repeatedly find and clarify information.
POSSIBLE APPLICATIONSProduct retrieval, enquiry extraction and task workflows
Business and technical owners verify quotes, lead times and technical fit.
Project expertise lives across documents and people, making reuse difficult.
POSSIBLE APPLICATIONSProject knowledge, meeting summaries and actions
Project owners review professional conclusions and client deliverables; project access is separated.
Preferences, budgets, drawings and site conditions require repeated coordination.
POSSIBLE APPLICATIONSDesign retrieval, requirements and coordination
Professionals and clients confirm designs, materials, costs and construction feasibility.
Orders cross multiple parties; document mismatches and exceptions slow coordination.
POSSIBLE APPLICATIONSExtract document fields, answer order questions and route exceptions
Dispatch or business owners confirm delivery commitments, changes and charges.
Reservations, on-site execution and shift handovers become disconnected.
POSSIBLE APPLICATIONSLocation assistants, guest enquiries and shift handover summaries
Use live availability records; staff handle special requests and commitments.
Fragmented service information and booking processes create repetitive administration.
POSSIBLE APPLICATIONSService information, appointment intake and internal policy retrieval
Focus on service and administration; clinicians retain diagnosis, treatment and clinical judgment.
Changing terms and internal policies make retrieval and service review time-consuming.
POSSIBLE APPLICATIONSRetrieve authorized product information and organize service cases for review
Authorized professionals retain investment, underwriting, claims and suitability decisions.
Repeated policy questions and cross-team handoffs slow employee services.
POSSIBLE APPLICATIONSPolicy questions, service request routing and progress summaries
Authorized owners retain hiring, personnel evaluation and employment decisions.
Validate data permissions, quality, interfaces and business rules before implementation. Evaluate outputs and route important commitments and actions through agreed review steps.
CHOOSE THE OUTPUT YOU NEED
AI roadmap · Pilot plan · Role-based training
↗Business automationKnowledge bases · Role-based agents · Automated workflows
↗Digital productsWebsites · Mini programs & apps · Business systems
↗Security & assuranceAsset & risk register · Access recommendations · Improvement plan
↗LET’S BUILD SOMETHING USEFUL
I’m Lingxiao.
Tell me your industry, the problem you face or the product you want to build.
Contact Lingxiao directly by email