Talk To — Natural Query
Interact with your enterprise data using natural language. Talk To acts as an AI data analyst, translating your questions into precise queries and delivering instant insights.
What does it solve?
Problem
Data access typically remains the responsibility of expert teams (SQL/BI). Ad-hoc requests accumulate, waiting times lengthen, and the same questions are asked repeatedly.
Approach
Talk To matches natural language questions with schema/metadata; generates and executes the necessary query and presents the result as an understandable summary or visualization.
Business Value
Response in minutes, fewer errors, higher self-service adoption, and faster decision cycles.
When is it preferred?
- When ad-hoc analysis requests are piling up in SQL/BI teams
- To enable self-service insights for business units
- For more accurate query generation via schema/metadata awareness
- When building an assistant to take actions (MCP) with reporting tools
- To ensure security (RBAC, logging) in an enterprise AI framework
Note: Scope and integration details are finalized during the discovery phase.
Core Capabilities
Natural Language Querying
Get instant insights through a chat interface using simple question-and-answer interactions.
Schema Awareness
Understands data fields and relationships to produce highly accurate database queries.
Auto Visualization
Generates tables and core charts based on the context of your data request.
Tool Orchestration
Interacts with reporting tools and external applications via MCP for end-to-end action.
Error Reduction
Minimizes manual query errors and incorrect filtering through AI-driven validation.
Enterprise Governance
Role-based access (RBAC), auditing, and centralized logging for secure production use.
Interact with Data. Get Instant Insights.
Talk To enables you to interact with your corporate data by converting natural language questions into database queries. Get insights through a single conversation interface without writing SQL or navigating complex BI tools.
Intelligent Analyst Assistant
Context-aware analysis using LLMs to provide follow-up answers and deep-dive discoveries.
Talk To: Natural language data analysis and intelligent insight platform.
Strategic Use Cases
Discover the operational and strategic value created by Talk To across different departments.
Reducing SQL and BI Complexity
Business units being dependent on IT teams for data analysis or navigating complex BI tools can slow down decision-making.
Talk To Intervention
- Automatically converts natural language questions into SQL queries.
- Integrates seamlessly with databases and reporting tools.
- Delivers responses as tables, charts, or summarized analysis.
BUSINESS IMPACT
- Faster self-service analytics adoption.
- Reduced ad-hoc workload on IT and BI teams.
- Shorter data-to-decision cycles.
Ad-hoc Reporting Automation
Teams spend excessive hours manually compiling reports for one-off vertical analysis requests.
Talk To Intervention
- Standardize semantic layers for consistent field definitions.
- Allow business users to generate on-the-fly reports via chat.
- Export results instantly to common analysis formats.
BUSINESS IMPACT
- Minimizes manual reporting errors.
- Frees up expert resources for strategic projects.
- Transparent and auditable query history.
360° Customer View & Rapid Support
Support agents searching for data across CRM, billing, and interaction systems leads to time loss and incomplete context.
Talk To Intervention
- Analyzes CRM and transaction history in an integrated way.
- Provides contextual customer summaries to representatives.
- Generates Next Best Action (NBA) suggestions based on data.
BUSINESS IMPACT
- Higher First Contact Resolution (FCR) rates.
- Shortened Average Handling Time (AHT) per case.
- Increased customer satisfaction and cross-sell potential.
Instant KPI Querying for Management
Senior management often depends on dashboard updates or technical teams to access real-time KPI performance.
Talk To Intervention
- Enables natural language querying of high-level KPIs.
- Supports contextual filtering and seamless drill-down.
- Produces instant charts and executive summary reports.
BUSINESS IMPACT
- Immediate access to management reports.
- Simplified KPI interpretation and trend analysis.
- Strengthened strategic decision-making capabilities.
Intelligent Workflow
Talk To orchestrates the entire intelligence cycle, from data connection to actionable visualization.
Connect & Authorize
Define data sources, schema metadata, and role-based access controls.
Ask & Verify
Question submitted, query generated and validated before execution.
Insight & Action
Results delivered as summaries, charts, or triggered workflows (MCP).
Ecosystem Integration
Built to integrate with existing enterprise architecture and governance standards:
- Enterprise DB/DWH/Data Lake connectivity (SQL, NoSQL)
- Schema-aware mapping for accurate domain-specific querying
- MCP-compatible application orchestration (Reporting, CRM)
- Full SSO/LDAP integration and granular RBAC auditing
- Centralized logging for all AI-generated query operations
Ready to Transform Your Data?
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