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Talk-to-data

Talk-to-data
Intelligent Conversational Analytics Agent

Ask questions in natural language and instantly receive insights, visualizations, and code-powered analytics — without waiting for data teams.

How it works
Conversational, automated, and code-driven analytics
K2G Talk-to-Data turns your questions into real analytics by generating and executing Python code inside a secure environment.
1
Ask questions in natural language

Users simply describe what they want to analyze — no SQL or Python required

2
AI generates and executes Python code

The agent writes code, runs it in a private, isolated sandbox, and returns charts, tables, and insights

3
Works with large and complex data

Supports CSV files, databases, APIs, and datasets up to 100+ million records

Typical challenges our clients face
When you need it
Typical challenges our clients face
Reliance on analysts even for basic checks.
Reliance on analysts even for basic checks.
Slow analytics cycles lead to missed opportunities.
Slow analytics cycles lead to missed opportunities.
Difficult to validate creative business hypotheses quickly.
Difficult to validate creative business hypotheses quickly.
The value you get
Our Features Our Features
Instant answers = faster decisions

Talk-to-Data empowers teams to explore data independently, validate hypotheses in real time, and uncover insights without long analytic cycles — all in a fully secure environment.

Array

Analytics without data specialists

Business teams get answers instantly, reducing dependency on analysts.

Real-time hypothesis testing

Check ideas in minutes instead of days or weeks.

GDPR & ISO-compliant safety

Fully isolated sandboxes ensure enterprise-grade security.

Ready to make data accessible to everyone?

See how Talk-to-Data democratizes analytics inside your company.

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Key benefits
1
Hypothesis validation in minutes

Examples: identifying product niches (e.g., for breastfeeding moms), exploring vandalism frequency vs distance to police stations, and more.

2
Confirm risks that analysts searched for months

The agent quickly finds correlations and patterns that previously required long manual investigation.

3
Democratized analytics

Everyone — from product to operations — can access insights, reducing bottlenecks in the analytic pipeline.

4
High-volume, real-time analysis

Handles up to 100M records and integrates with internal systems via CSV, DBs, and APIs.

Arina Man
Arina Man CEO K2G AG
info@k2g.ai
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