AI Data Analysis Agent

AI Data Analysis Agent
Ask Questions, Get Charts Instantly

Your team asks the same data questions every week and waits for an analyst to write the query. An AI data analysis agent lets anyone ask questions in plain English and get instant answers with charts. It connects to your databases, writes SQL, validates results, and generates reports on a schedule. Anomaly detection flags unusual patterns before they become problems.

14 day delivery
SQL validation
Full source code

What This Agent Does

Converts questions into queries, data into charts, and patterns into alerts. Everyone on your team becomes a data analyst.

Natural language to SQL that converts business questions into accurate database queries
Automated chart generation with the right visualization type selected for each data pattern
Report builder that generates formatted tables, summaries, and trend analysis on a schedule
Anomaly detection that flags unusual spikes, drops, and patterns in your key metrics
Dynamic segmentation letting users slice data by any dimension without writing code
Multi source queries joining data across PostgreSQL, MySQL, BigQuery, and spreadsheets
Metric alerts triggered when KPIs cross thresholds you define
Executive summaries with plain language interpretation of what the numbers mean
Scheduled report delivery via email, Slack, or direct to Google Sheets
Ad hoc analysis through Slack or chat interface for instant answers to one off questions
Data access controls ensuring each team sees only the metrics their role permits
Query audit log tracking every question asked, SQL generated, and result returned

Measured ROI

95% faster

Report Generation

Automated reports delivered in seconds instead of hours

20 hrs/week

Analyst Time Saved

Routine queries and report building fully automated

10x more users

Data Accessibility

Non technical team members can now query data independently

Real time

Anomaly Detection

Issues flagged within minutes instead of discovered days later

Tech Stack

LangChain
Agent framework
OpenAI / Claude
NL to SQL
PostgreSQL
Primary database
Recharts
Visualizations
Redis
Query cache
Resend
Report delivery
Hono
API server
Railway
Hosting

14 Day Build Timeline

Day 1 to 2

Data Mapping

Catalog data sources, map schemas, identify key metrics, define access controls.

Day 3 to 5

Query Engine

NL to SQL pipeline, query validation, result formatting, chart selection logic.

Day 6 to 8

Reporting

Report templates, scheduled delivery, anomaly detection, metric alerts, executive summaries.

Day 9 to 10

Interface

Chat interface for ad hoc queries, Slack integration, dashboard views.

Day 11 to 12

Testing

Query accuracy benchmarking, SQL injection prevention, load testing, access control validation.

Day 13 to 14

Launch

Production deployment, data source connections, team training, monitoring.

Data Analysis Agent

$4,500

14 day delivery • Multi source • 30 day support

Basic query agents from $1,500 • Enterprise from $12,000

Build Your Data Agent

See an Operations Dashboard We Built

FleetPulse: an analytics system that consolidated five data sources into one real time dashboard with natural language querying and automated anomaly alerts.

Read the Case Study

Frequently Asked Questions

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50+ products shipped$10M+ funding raised2-week delivery

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