AI-Powered ETL for the Modern Enterprise
Adeptia is the intelligent ETL platform that moves enterprise data at the speed of AI - accurate, validated, and ready for real-world use across every system, team, and AI agent.
- Built by both humans and AI agents using natural language
- 25+ years of enterprise ETL expertise built into an AI-native platform
- MCP-native observability: monitor, query, and diagnose pipelines in real time
- Ingest messy, real-world data from partners, documents, and legacy systems
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Trusted by Industry-Leading Insurance Organizations
Why Adeptia
ETL Built for the AI Era
Traditional ETL tools were built for a world before AI agents, real-time data demands, and messy enterprise inputs. Adeptia was created for the world you're operating in today.
- AI-Native for Humans and Agents
AI is embedded throughout — for data mapping, document processing, and natural-language pipeline creation. Business users, developers, and AI agents can all build, manage, and operate integrations together, without replacing the tools your teams already rely on.
- 25+ Years of Enterprise Scale
Adeptia brings decades of experience supporting high-volume, high-complexity data flows — with real-time and event-driven execution ensuring your data is always current, reliable, and production-ready for mission-critical operations.
- MCP-Native Observability & Governance
With native MCP capabilities, users and AI agents can monitor, query, and diagnose pipeline issues in real time. Built-in governance, industry knowledge bases, and compliance frameworks ensure accuracy and continuous improvement — not just data movement.
How it Works
From Messy Real-World Data to Actionable, Trusted Outputs
Adeptia's intelligent ETL platform handles the full lifecycle — ingesting inconsistent data from any source, transforming it with AI-powered intelligence, and delivering clean records to the systems and agents that need them.
“By using Adeptia's reusable templates, we reduced benefits onboarding time by 50%, cut $200K in annual IT costs, and empowered non-technical users to automate EDI integrations across thousands of clients and third-party providers.”
See what intelligent ETL looks like in action
Request a demo and see firsthand how Adeptia automates your data pipelines, maps data with AI, and connects every system faster than you thought possible.
Platform Capabilities
Everything You Need to Run Enterprise ETL at Scale
The Adeptia Automate platform gives your teams and AI agents the complete stack — from intelligent data ingestion and AI transformation to real-time observability and governance.
- AI Data Mapping
- Automatically reconcile fields, data types, and schemas across any source or format. AI maps data intelligently across disparate systems so your team stops rebuilding integrations from scratch for every new source.
- Agentic Pipeline Builder
- AI agents and business users create, modify, and deploy ETL pipelines using natural language - no code required. Pipelines compile to deterministic, auditable code so every workflow is reliable and traceable.
- Document Intelligence & Human-in-the-Loop Validation
- Extract and transform data from unstructured sources — PDFs, spreadsheets, emails, scanned forms — using document intelligence with human-in-the-loop validation. Turn unstructured inputs into structured, pipeline-ready data automatically.
- AI Business Rules Engine
- Define and enforce complex data validation logic in plain language. Industry-specific knowledge bases catch errors that generic tools miss, while configurable rules ensure data meets compliance standards before it hits downstream systems.
- MCP-Native Observability & Governance
- Full pipeline visibility via MCP interfaces — so both users and AI agents can monitor, query, and diagnose issues in real time. Built-in audit trails, SLA tracking, and compliance frameworks keep operations accountable at enterprise scale.
- Flexible Deployment
- Deploy in the cloud, on-premises, or in a hybrid configuration — meeting your security, data residency, and regulatory requirements. 200+ pre-built connectors to ERP, CRM, cloud platforms, and data warehouses ready on day one.
