NLP to SQL

BusinessusersquerydatabasesinplainEnglishnoSQLrequired.

Type a business question, get database results. The agent understands intent, auto-generates a validated SQL query, executes it safely, and returns clean results — in under a millisecond.

Google GeminiLangChainFastAPIPostgreSQLSQLAlchemy
NLP → SQL

Business Question

"What is the overall target for July 2025?"

SELECT SUM(target) FROM sales_targets WHERE month = 'July' AND year = 2025;

Result

₹ 4,82,00,000

Capabilities

What it does

  • Understands business intent from plain English questions
  • Auto-generates and safely validates SQL queries before execution
  • Delivers clean, formatted results in a readable table
  • Supports query execution times as fast as 0.42ms

NLP to SQL

Business users query databases in plain English — no SQL required.

Google Gemini
LangChain
FastAPI
PostgreSQL
SQLAlchemy
How it works

Five steps from input to outcome

1

Step 1

Plain English Input

Business user types their question naturally — 'What is the total target for July 2025?' — no SQL knowledge needed.

2

Step 2

Schema Mapping

Agent maps the question to the database schema, identifying the right tables, columns, and relationships.

3

Step 3

SQL Generation

LLM generates a syntactically correct SQL query tailored to the schema and the user's intent.

4

Step 4

Validation & Safety Check

Generated query is validated for correctness and checked against safety rules (no DELETE/DROP without authorisation).

5

Step 5

Execute & Return Results

Query runs against the live database. Results are returned as a clean, formatted table with optional export.

Why It Matters

What changes for you

Enable non-technical staff to self-serve data without IT support

Reduce load on data and engineering teams for ad-hoc queries

Millisecond query execution for real-time business decisions

Full audit trail on every generated and executed query

Industries

Sales & CRMFinance & ReportingHR AnalyticsOperationsE-Commerce

Who Uses It

Business AnalystsSales ManagersFinance TeamsOperations Managers
0.42ms

query execution

100%

SQL validated before run

0

SQL knowledge needed

Full

audit trail

Our sales managers stopped waiting days for data from the BI team. Now they ask the question and get the answer in under a second.
Head of Revenue Operations · Enterprise SaaS
FAQ

Questions, answered

No. Users type plain English questions and the agent handles schema mapping, SQL generation, and execution automatically. Zero technical skill required.

Ready to deploy NLP to SQL?

Talk to our team and see this solution running on your data within days.