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AI Chatbot for Data Analysis
Ask business questions in plain language and receive KPI answers, charts, explanations, and suggested follow-up questions.
AI Analytics Services
Turn scattered business data into decision intelligence.
We design analytics platforms, predictive models, dashboards, and governed data pipelines that help leaders see what is happening, why it is happening, and what to do next.
KPI intelligence
Predictive models
Data pipelines
Governed BI
Analytics and decision intelligence stack
Power BI
BI
Tableau
Dashboards
Snowflake
Warehouse
Databricks
Lakehouse
Microsoft Fabric
Data Platform
Python
Analytics
TensorFlow
Predictive AI
AWS
Cloud
Azure
Cloud
Google Cloud
Cloud
Data Factory
Pipelines
Kafka
Streaming
Healthcare
Patient flow, clinical operations, diagnostics analytics, and resource planning.
Finance
Risk signals, portfolio visibility, fraud patterns, and cash-flow intelligence.
Manufacturing
Quality analytics, OEE, predictive maintenance, and plant performance dashboards.
AI Analytics Agent
Let business users ask data questions instead of waiting for every dashboard.
We build AI analytics chatbots that connect to Power BI, MCP tools, governed datasets, and enterprise sources so users can ask questions, get visual answers, and move from analysis to action. Copilot works like a charm when the semantic layer, tools, and guardrails are designed properly.
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Power BI Semantic Model
Connect the chatbot to trusted Power BI datasets, measures, reports, and governed business definitions.
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MCP Data Connectors
Use MCP-style connectors to securely query warehouses, databases, files, APIs, and BI systems through controlled tools.
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Claude Reasoning Layer
Use Claude to interpret questions, select the right tools, compare metrics, summarize patterns, and explain drivers.
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Copilot Studio Orchestration
Design guided topics, actions, approval paths, handoffs, and Teams-ready conversational analytics workflows.
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Microsoft Copilot Experience
Deliver a familiar Copilot interface where business users can ask, refine, visualize, and act on data.
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Automated Insight Generation
Generate variance explanations, anomaly alerts, executive summaries, and recommended next questions automatically.
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Governance and Access Control
Respect Power BI permissions, row-level security, audit logs, source boundaries, and sensitive data rules.
Natural Language Analytics
The analytics layer becomes conversational, governed, and action-ready.
Ask
questions in natural language instead of building every report manually
MCP
controlled tools for querying trusted analytics sources
PBI
Power BI datasets and semantic models become conversational
Copilot
familiar interface for insight, charts, and business action
How It Works
From a business question to a trusted Power BI answer.
The user asks a question. The agent understands intent, routes the request through approved MCP tools, queries Power BI or source systems, reasons with Claude, and returns an answer with context, chart suggestions, and follow-up prompts.
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Ask the Question
A user asks: "Why did West region margin drop last month?" in Copilot, Teams, or a web chatbot.
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Route to Tools
The agent selects approved MCP tools, Power BI datasets, SQL sources, and business definitions.
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Reason with Claude
Claude compares measures, checks context, identifies drivers, and prepares a grounded explanation.
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Return Insight
The user receives a clear answer with charts, filters, citations, and suggested next questions.
Ask
Show revenue variance by product and explain the top three drivers.
Analyze
Claude selects the Power BI semantic model, applies filters, and compares measures.
Act
Copilot returns a chart, explanation, and next steps for sales, finance, or operations.
Use Cases
AI analytics agents for every team that depends on fast answers.
Healthcare
Patient flow, clinical operations, diagnostics analytics, and resource planning.
Finance
Risk signals, portfolio visibility, fraud patterns, and cash-flow intelligence.
Manufacturing
Quality analytics, OEE, predictive maintenance, and plant performance dashboards.
Retail and FMCG
Demand forecasting, pricing intelligence, customer behavior, and SKU performance.
Education
Learning analytics, cohort performance, research reporting, and institutional insights.
Supply Chain
Inventory movement, supplier performance, delivery efficiency, and exception alerts.
Example Questions
Ask questions directly from Power BI, SQL, Fabric, and business data.
The analytics chatbot becomes a trusted teammate: it can explain KPIs, compare segments, summarize reports, and recommend the next question without exposing data outside approved access paths.
Ask why revenue dropped this week
Compare regional sales by margin
Explain inventory exceptions
Summarize Power BI report pages
Find churn risk by customer segment
Create executive KPI narratives
Query SQL through approved tools
Generate charts from semantic models
Detect anomalies and drivers
Trigger follow-up workflows
Delivery Flow
Our delivery flow for AI-powered conversational analytics.
We keep the process practical: define trusted questions, connect approved data tools, design Copilot conversations, validate answer quality, then launch into daily workflows.
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Step 1
Question and KPI Discovery
Map the real questions teams ask, the KPIs they trust, the Power BI datasets they use, and the decisions they need to make.
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Step 2
Semantic and Tool Architecture
Connect Power BI semantic models, SQL sources, files, APIs, and MCP tools with permissions, descriptions, and safe query boundaries.
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Step 3
Claude and Copilot Design
Design prompts, tool routing, Copilot Studio topics, answer formats, chart generation, and follow-up question behavior.
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Step 4
Validation and Security
Test answer accuracy, measure definitions, row-level security, source citations, hallucination controls, and escalation rules.
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Step 5
Launch and Improve
Deploy into Copilot, Teams, portals, or BI workflows, then monitor usage, unresolved questions, feedback, and insight quality.
Conversational Analytics Stack
Power BI
Semantic BI
Claude
Reasoning
Copilot Studio
Agent Builder
Microsoft Copilot
User Interface
MCP
Tool Access
Microsoft Fabric
Data Platform
SQL
Query Layer
Snowflake
Warehouse
Databricks
Lakehouse
SharePoint
Documents
Teams
Channel
Excel
Business Data
AI Analytics Governance
The chatbot must respect the same controls as your reports: row-level security, approved measures, audit logs, source boundaries, and permission-aware answers.
GDPR
HIPAA
SOC 2
ISO 27001
PCI-DSS
Role-Based Access
Ask Your Data
Want Power BI, Claude, Copilot Studio, and Copilot working together?
Let AIMatica design the MCP-powered analytics agent that lets your team ask questions, get trusted answers, and act faster from the tools they already use.