AI-Empowered ETL Processing

Transform Messy Data into Clean, Actionable Pipelines

Watch ContentAtlas instantly process SAP, Salesforce, SQL databases, and spreadsheets into one source of truth for your enterprise.

Raw Ingestion
SAP ERP
Unstructured Objects
Salesforce
Duplicated Leads
Legacy SQL
Broken Schemas
Excel Files
Manual Entry Errors

ContentAtlas

AI-Empowered ETL Engine

Self-Healing Pipelines
Auto-Mapping Schemas
Smart Deduplication
ISO Standard Conversion
Clean Deployment
Data Warehouse
Ready for Analytics
Real-time Stream
Live Applications
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The Challenge

Your AI initiatives are only as good as the data feeding them.

C-Level leaders across industries face the same frustrating reality: they need AI to stay competitive, but their data is scattered across Salesforce, Excel, legacy databases, PDF reports, and countless other sources. The result? AI that hallucinates. Decisions made on incomplete information. And a growing concern about data privacy in an era of public AI tools.

38% Outright migration failure rate — The Bloor Group
14% Average cost overrun on mismanaged migrations — McKinsey
83% Migrations that fail or overrun — widely cited in the industry
This isn't just a technology problem—it's a leadership crisis. When you can't trust your data, you can't trust your decisions. And when you can't trust your decisions, you can't lead with confidence.

The Solution

ContentAtlas: The LLM-Agnostic AI ETL for Executives

You don't need a team of data engineers to unify your enterprise. ContentAtlas is the easy-to-use ETL platform powered by AI that lets any executive link any set of data to their system in minutes, not months. Use your own LLM keys (OpenAI, Anthropic, Gemini, AWS Bedrock) or open models like DeepSeek—ensuring 100% data privacy.

01

No-Code Interface

Designed for decision-makers, not just developers. Connect SAP, Salesforce, or Excel sheets through an intuitive interface that speaks business language.

02

LLM-Agnostic AI Mapping

Powered by your choice of LLM (OpenAI, Anthropic, Gemini, Bedrock, DeepSeek, Qwen). Our AI automatically understands your data structure, maps fields, and cleans duplicates with zero data exposure.

03

Instant ROI & Privacy

Stop waiting for IT tickets. Launch your AI initiatives faster with clean, validated data. Your keys, your data—100% privacy guaranteed for financial & enterprise sectors.

Book a 20-Min Discovery Call Try ContentAtlas Now →
Playground Demo

Transform Data with Simple Prompts

See how executives use natural language to map, validate, and transform enterprise data in minutes using their preferred LLM.

Video: ETL transformation using natural language prompts

The Migration Framework

AI drafts the rules. People approve them. Code executes them. That division of labour is the whole trick.

Most migrations get into trouble because the people changing the rules and the code executing changes are in the same loop. ContentAtlas separates them into three explicit gates.

01

Rules Before Rows

ContentAtlas samples your source data and uses AI to draft the full set of transformation rules: field mappings, validation checks, deduplication logic, and edge-case handling. Nothing executes until a human reviews and approves the rule set. AI proposes; you decide.

02

Review Before Run

Every transformation produces a full audit log before any record touches the target. Failed rows, duplicate candidates, type coercions, and ambiguous matches are surfaced for explicit review — not silently discarded. The log is the deliverable, not an afterthought.

03

Reverse on Demand

Because the original is always preserved and the audit log is always complete, you can roll back, adjust any rule, and re-run in minutes. Technical re-mapping that used to take days collapses to minutes. The business judgment still requires humans — the technical penalty for changing your mind disappears.

Free Resource

The Migration Playbook

The framework Consuly's enterprise clients use before starting any migration. Covers the three-gate method, audit log structure, and how to calculate your real cost of correction.

Read the Playbook

Free to read online. PDF download available.

Enterprise Trust

Enterprise-grade security. Forward-thinking approach.

We built Consuly for companies that take data seriously. That's why we've designed every aspect of our platform with security, compliance, and sovereignty at the core.

Security & Compliance

  • SOC 2 Type II certified Verified
  • GDPR, CCPA, and APAC regulatory frameworks supported Full Support
  • End-to-end encryption at rest and in transit Standard

Deployment Options

  • Dedicated private cloud environments Available
  • Hybrid configurations for maximum flexibility Available
  • Your data never touches shared infrastructure Guaranteed

Technology

  • Vendor-neutral architecture—never locked into a vendor Philosophy
  • Full API access and integration capabilities Standard
  • Continuous updates without disruption Architecture

Proof at Scale

  • 10M+ rows processed in stress testing Verified
  • 100+ separate Excel files reconciled into one clean output Production
  • Zero rows silently discarded — ever Architecture
  • Full rollback preserved on every run Guaranteed
Insights

Perspectives on data, AI, and leadership.

Featured Article

What is Semantic ETL? The Architecture for AI-Ready Data Pipelines

TL;DR: Traditional ETL was built to move rows. Semantic ETL is a new category of data transformation built to move meaning — designed for a...

By Philippe Dallaire — May 2026
View All Insights

Frequently Asked Questions

Quick answers to common questions about ContentAtlas and enterprise data transformation.

ContentAtlas is an AI-empowered ETL (Extract, Transform, Load) engine that transforms messy enterprise data from SAP, Salesforce, SQL databases, and Excel files into clean, actionable pipelines.

ContentAtlas uses your own LLM API keys. Your data is processed in real-time and never stored by Consuly. Enterprise customers get dedicated private cloud environments with end-to-end encryption.

ContentAtlas supports SAP ERP, Salesforce CRM, legacy SQL databases, Excel/CSV files, JSON, XML, and 50+ additional sources via API connectors.

Most enterprise data migrations complete in minutes rather than weeks. Small datasets take 1-2 minutes, medium datasets 3-5 minutes, and large datasets 10-15 minutes with batch processing.

Book a free 20-minute strategy session at cal.com/consuly. We'll demonstrate ContentAtlas with your actual data and provide a custom migration plan.

Ready to Start?

Stop Letting Bad Data Hold You Back

Join the executives who have transformed their data chaos into a competitive advantage. Book your first demo today and see how ContentAtlas with your choice of LLM can work for you.

Schedule Your Free Demo