Data Transformations

A Complete Data Layer for AI and Automation.

Prepare, enrich, validate, and transform structured and unstructured data for AI, integrations, and enterprise workflows.

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Tabular Data

Data Tables

Create, filter, sort, merge, aggregate, and manipulate tabular data with powerful built-in operations. Transform spreadsheets, CSVs, and relational datasets into workflow-ready data without writing code.

  • Filter, sort, join, and aggregate data in seconds
  • Merge tables and perform lookups across datasets
  • Export results to any format or downstream system
Data Tables illustration
Database Connectivity

Databases

Read, write, query, update, and manage data across SQL and NoSQL databases with native connectivity. Keep your workflows in sync with the systems that power your business.

  • Native connectors for SQL, NoSQL, and cloud databases
  • Query builders and parameterized SQL execution
  • Transactional writes with rollback and error handling
Databases illustration
AI Knowledge

Vector Databases

Store, retrieve, and search embeddings to power RAG, semantic search, and AI-driven knowledge retrieval. Turn unstructured knowledge into actionable intelligence for your agents.

  • Embed and index documents, conversations, and knowledge
  • Semantic search with similarity and relevance scoring
  • Power RAG pipelines and context-aware AI agents
Vector Databases illustration
API Data

JSON

Parse, validate, generate, and transform JSON data for seamless API and application integrations. Move data between JSON and any other format your workflows require.

  • Parse, validate, and generate JSON with built-in functions
  • Transform JSON to XML, CSV, tables, and custom schemas
  • Schema validation and error handling for API payloads
JSON illustration
State Management

Variables

Create and manage variables of any type to store, transform, and pass data across workflows. Build dynamic, stateful automations that adapt to inputs and context.

  • Variables for strings, numbers, objects, arrays, and dates
  • Pass data between workflow steps and nested subflows
  • Default values, scoping, and runtime mutation support
Variables illustration
Temporal Logic

Date & Time

Perform date calculations, formatting, timezone conversions, scheduling, and timestamp operations with ease. Handle business logic that depends on calendars, deadlines, and SLA windows.

  • Add, subtract, compare, and format dates and times
  • Timezone conversions and business-day calculations
  • Schedule triggers and timestamp audit trails
Date & Time illustration
String Operations

Text Processing

Extract, clean, format, split, merge, search, replace, and transform text using powerful string functions. Normalize messy data into structured, reliable inputs for AI and integrations.

  • Split, merge, trim, and replace text at scale
  • Regex-based extraction and pattern matching
  • Format text for documents, emails, reports, and APIs
Text Processing illustration
Data Security

Cryptography

Encrypt, decrypt, hash, encode, decode, and securely manage sensitive data using industry-standard cryptographic algorithms. Protect PII, credentials, and confidential information across every workflow.

  • AES, RSA, and hashing algorithms built in
  • Base64, URL, and hex encoding and decoding
  • Secure key management and audit-friendly operations
Cryptography illustration

Turn raw data into intelligent action

Get started with Avintra for free, or talk to our team about transforming your enterprise data pipelines.

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