Reports take too much time
Teams spend hours every day, week or month collecting files, filtering data, checking numbers and rebuilding the same reports by hand.
Data analytics and AI applications
Data analytics and AI applications that turn scattered data into useful management insights
TS68 data analytics and AI applications help businesses bring data together from multiple sources, standardize key metrics, build Power BI dashboards or develop custom analytics systems around their own operations.
Once the data foundation is clear enough, we can extend it into practical AI use cases such as internal knowledge assistants, data Q&A, report summaries, request classification, anomaly alerts and automation for repetitive tasks.
Business data
Internal documents
Reports & management metrics
Controlled AI applications
When should a business invest in data analytics and AI applications?
Many businesses already have valuable data, but it is spread across accounting software, sales systems, inventory tools, CRM, websites, e-commerce channels, Excel files or Google Sheets. The challenge is not simply having data, but turning it into information that is easy to trust and easy to use.
Numbers live in too many places
Revenue, costs, inventory, receivables, orders, customers and team performance are stored across different tools, files and databases.
Managers need faster visibility
Leadership needs to track revenue, profit, inventory, cash flow, KPI and operational progress without waiting for manual consolidation.
Issues need to be spotted earlier
Businesses can receive alerts when sales drop, inventory looks abnormal, receivables are overdue, costs rise or an operational process slows down.
AI needs a practical starting point
AI becomes useful when it starts from a clear business problem: document search, data Q&A, request classification or report summarization.
Data access needs control
Not everyone should see every number. Dashboards, reports and AI tools should respect roles, permissions and data boundaries.
Ways to implement business data analytics
TS68 can build fast, interactive dashboards with Power BI, or develop a custom analytics system when the business needs a more specific workflow, interface, permission model or user experience.
Power BI dashboards
Interactive dashboards for revenue, costs, inventory, receivables, KPI, marketing, operations or team performance.
Data connection and standardization
Bring together data from Excel, Google Sheets, accounting software, sales tools, inventory systems, CRM, websites, APIs or internal databases.
Management metric design
Clarify how the business calculates revenue, profit, inventory, receivables, conversion rate, handling time or its own internal metrics.
Custom analytics systems
Build a private reporting portal when the business needs branded interfaces, deeper permissions, additional input forms or integration with existing software.
Alerts and anomaly tracking
Set alerts for important signals such as declining sales, overdue receivables, long-held inventory, rising costs or delayed processes.
Report user training
Help teams read dashboards, filter data, understand metrics and use reports in sales, operations, finance or management meetings.
AI should start with a small, clear and useful business problem
AI creates value when it is connected to real workflows and trustworthy data. TS68 focuses on use cases that can be adopted quickly, measured in practice and expanded as the business becomes more confident.
Internal Q&A assistant
AI helps employees find answers from procedures, policies, technical documents, price lists, product guides or frequently asked questions.
Smart document search
Find information across contracts, internal documents, processes, customer records or archived data without opening files one by one.
Data and report Q&A
Let users ask questions about business data, receive analysis suggestions or get summaries from existing dashboards and reports.
Request classification and routing
AI can help classify tickets, emails, customer feedback, internal requests or content that needs to be routed to the right person.
Automated report summaries
Automatically summarize data, draft management comments, prepare meeting notes or send recurring reports in the format the business already uses.
AI with permissions and control
Design how AI accesses data based on user roles, reducing the risk of information leakage and keeping answers within approved boundaries.
What value does the business receive from data analytics and AI applications?
The goal is not to create as many charts or chatbots as possible. The real value is making data easier to trust, easier to read, easier to use and more useful for timely action.
Depending on the use case, data and AI can connect with implementation areas such as custom software development, Cloud Server, information security, outsourced IT services or digital transformation consulting.
Clearer data sources
Data is consolidated, cleaned and standardized so teams spend less time debating which number is correct.
Faster decisions
Managers have dashboards, alerts and reports at the right cadence, helping them see issues earlier.
Teams can self-serve better
Users are trained to read reports, filter data, understand metrics and apply data in daily work.
AI has a real foundation
AI is connected to specific data and workflows, avoiding trend-driven deployments that are difficult to measure.
Data analytics and AI applications implementation process
TS68 starts with management questions before choosing tools. Some businesses are best served by Power BI, some need a custom system, and some should standardize their data before moving into AI.
Define the business questions
Clarify what the business needs to see: revenue, profit, inventory, receivables, performance, customers, marketing, operations or risk.
Review existing data sources
Check which software, files or databases currently hold the data, who updates it, how complete it is and where errors commonly appear.
Standardize data and metrics
Align metric definitions, data structure, update responsibilities and access permissions for each group of users.
Build dashboards, custom systems or AI tools
Depending on the need, TS68 can implement Power BI, a custom analytics portal, an internal chatbot, a data assistant or automated workflows.
Train, measure and expand
Train users, collect feedback, refine reports and expand into new datasets or AI use cases when the business is ready.
Frequently asked questions
If the main need is dashboards, management reports and internal analytics, Power BI is often a fast and cost-effective option. If the business needs a custom interface, deeper permissions, data entry, action workflows or integration into existing software, a custom system may be a better fit.
Want to use data analytics and AI applications more effectively?
Share your reports, data sources and AI ideas with TS68. We will recommend a practical path forward: Power BI, a custom analytics system or phased AI applications.