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AI-Powered Data Cleaning & Transformation

Transform messy, inconsistent data into trusted, analysis-ready datasets with intelligent cleaning rules and AI-driven suggestions

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Three Simple Steps to Clean Data

From raw uploads to polished, export-ready datasets in minutes

1. Import & Profile

Upload CSV, Excel, JSON, XML, Parquet, or TSV files

CSV Excel JSON XML Parquet TSV

2. Clean & Transform

Apply AI-suggested rules or build your own cleaning pipeline

Deduplicate Fill Missing Standardize Validate Transform

3. Export & Deliver

Export clean data in your preferred format with full audit trail

CSV Excel JSON Parquet XML

Intelligent Data Profiling & Quality Scoring

Automatically assess data quality across multiple dimensions before you clean

Completeness Analysis

Completeness Analysis

  • Null & missing value detection per column
  • Percentage-based completeness scoring
  • Pattern analysis for empty fields
  • Auto-suggest fill strategies
Accuracy Validation

Accuracy Validation

  • Data type correctness verification
  • Pattern matching & format validation
  • Statistical outlier detection
  • Min/max, mean, std deviation analysis
Consistency Check

Consistency Check

  • Duplicate row detection & removal
  • Cross-column consistency validation
  • Uniqueness analysis per column
  • Overall quality score (0-100%)

18+ Powerful Cleaning & Transform Rules

A comprehensive toolkit for every data quality challenge

Deduplication

Detect and remove duplicate rows based on configurable matching criteria

Fill Missing Values

Intelligently fill null fields with mean, median, mode, or custom values

Standardize Formats

Normalize dates, phone numbers, addresses, and text formats consistently

Fix Data Types

Convert and fix data types - strings to numbers, dates, booleans

Trim Whitespace

Remove leading, trailing, and excess whitespace from text fields

Normalize Text

Standardize to lowercase, uppercase, title case, or custom normalization

Validate Data

Apply custom validation rules with violation tracking and reporting

Custom Transform

Apply custom transformations with expressions and formulas

Map Columns

Map and transform column values using lookup tables or rules

Split Columns

Split a single column into multiple columns by delimiter or pattern

Merge Columns

Combine multiple columns into one with custom separators

Aggregate

Group and aggregate data with sum, count, avg, min, max operations

Filter Rows

Filter rows by conditions - equals, contains, greater than, and more

Regex Replace

Pattern-based find and replace using regular expressions

Rename Columns

Rename columns for clarity, consistency, or downstream compatibility

Reorder & Remove

Reorder columns or remove unnecessary ones to streamline datasets

AI-Powered Smart Suggestions

Let AI analyze your data and recommend the best cleaning strategies automatically

Intelligent Issue Detection

AI scans your data profile and automatically identifies quality issues

  • Auto-detect missing values, duplicates, and anomalies
  • Identify inconsistent formats across columns
  • Flag data type mismatches and outliers
  • Confidence scoring on every suggestion

Smart Rule Recommendations

Get tailored cleaning rules based on your data's specific issues

  • AI suggests the right rule for each issue
  • Impact assessment (high, medium, low)
  • One-click apply or customize before executing
  • Powered by Claude & OpenAI models

Preview Before Apply

Test every cleaning rule before committing changes to your data

  • Side-by-side before & after comparison
  • Row-level impact visualization
  • Full undo/redo with complete history
  • Non-destructive pipeline approach

Industry-Specific Cleaning

Pre-built project templates for specialized data domains

  • Insurance Bordereaux data cleaning
  • Insurance Schedule of Values (SOV)
  • Generic data cleaning for any domain
  • Custom templates for your business

AI Document Extraction Agent

Extract structured data from any document type with intelligent AI processing

Multi-Strategy Extraction

Excel & CSV Extraction

Structured tabular data extraction with sheet selection

Vision-Based Extraction

Process entire documents or page-by-page with AI vision

Text-Based Extraction

OCR and intelligent text parsing for scanned documents

LLM-Generated Specs

Describe what you need in natural language - AI builds the extraction spec

Supported Document Types

Invoices

Extract line items & totals

Contracts

Key terms & clauses

Forms

Fields & values extraction

Reports

Tables, charts & metrics

Data Quality Impact

See the measurable impact of clean data on your organization

Data quality score improvement
Reduction in manual data cleaning time
Built-in cleaning rule types
Export formats supported

AI-Powered Report Generation

Generate comprehensive business intelligence reports from your clean data

Multi-Stage Report Pipeline

Strategic Planning

Adaptive table of contents and section planning with data source identification

Research & Data Collection

RAG, SQL queries, and external research via Perplexity integration

Content & Visualization

Rich content synthesis with SQL-based charts and visualizations

Document Assembly

Generate polished PDF, DOCX, or PowerPoint reports automatically

Enterprise Connectors

Slack

Team notifications

Teams

Microsoft integration

GitHub

Code & data repos

ServiceNow

ITSM integration

Security & Governance

RBAC, Data Policies, Guardrails, PII Protection, Audit Logging

Resources & Learning

Everything you need to get started with InsightXform

Documentation

Comprehensive guides for all cleaning rules and transformations

API Reference

Complete REST API documentation with 87+ endpoints

Video Tutorials

Step-by-step guides for data cleaning workflows

Support

Dedicated support team to help you succeed

Ready to Transform Your Data Quality?

Start cleaning and transforming your data with AI-powered intelligence today

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