# Turgon

> Turgon is an AI-native data modernization platform for enterprises. AI agents do the work and humans unblock them, turning legacy and fragmented systems into AI-ready data infrastructure in weeks, not years. Headquartered in San Francisco.

Turgon replaces slow, manual system integration work with an agentic operating system for data infrastructure. Agents ingest requirements, build the data foundation, define business context, and keep improving. Humans validate at key gates and approve exceptions.

What Turgon does:
- Data migration and system consolidation (ERP, CRM, legacy cores such as IBM i)
- Lakehouse and unified data foundation builds
- Ontologies, data catalogs, lineage, master data, and a unified semantic layer
- Automated data governance and data quality enforcement
- Real-time analytics and BI on modernized data

The Turgon Principle: AI agents assisted by humans deliver IT transformations 5x faster than humans assisted by AI.

Turgon works with 100+ enterprise systems, including Salesforce, Oracle, SAP, Snowflake, Databricks, Microsoft Fabric, Microsoft Dynamics 365, ServiceNow, Workday, Infor, Informatica, Deltek, Yardi, Esri, Zendesk, Samsara, Alteryx, Amazon S3, Apache Iceberg, and IBM i.

Customers include Fortune 500 and global enterprises such as Western Digital, Schneider Electric, Penguin Solutions, McCarthy Tire Service, LVT, Ardurra, atNorth, Cenomi, and Saxonia-Franke. Turgon is a Schneider Electric certified technology partner and a strategic partner of DynPro. Investors include Slow Ventures, CIV, and Founder Collective.

## Platform

- [Platform overview](https://www.turgon.ai/platform): The agentic operating system for data infrastructure. Covers the five platform stages: Ingestion, Agent graph, Context layers, human-in-the-loop (HITL) validation, and Dreaming.

How the platform works:
- Ingestion: agents scan docs, call transcripts, Slack threads, schemas, and data flows to document every requirement and gap in days.
- Agent graph: requirements become a live execution graph that maps dependencies and sequences work around the clock.
- Context layers: agents build ontologies, catalogs, lineage, and a semantic layer, then enforce governance and quality automatically.
- HITL validation: agents stop for human input at the decisions that matter, not every step.
- Dreaming: the platform mines human corrections across projects and proposes improvements to a shared agent skill library.

## Case studies

- [McCarthy Tire Service](https://www.turgon.ai/case-studies/mccarthy-tires): Modernized legacy IBM i infrastructure to real-time analytics in 5 weeks.
- [Penguin Solutions](https://www.turgon.ai/case-studies/penguin-solutions): Consolidated multiple CRMs across acquisitions and launched real-time BI in 3 weeks.
- [Commercial real estate operator](https://www.turgon.ai/case-studies/real-estate-operator): Unified leasing data visibility in weeks.
- [All case studies](https://www.turgon.ai/case-studies)

## Company

- [About Turgon](https://www.turgon.ai/about): Leadership (Ankur Varma, Founder and CEO; Nikhil Sama, Founder and CTO; Rudra Dalmia, Founder and CRO), values, investors, and press.
- [Careers](https://www.turgon.ai/careers): Open roles. Remote team across the US, Europe, and India.
- [Book a demo](https://www.turgon.ai/demo): Talk to Turgon about a data modernization project.

## Insights

- [Why AI-native system integration starts with an ontology engine, not a migration script](https://www.turgon.ai/post/why-ai-native-system-integration-starts-with-an-ontology-engine-not-a-migration-script)
- [Controlled chaos: balancing agency with control to optimize AI performance](https://www.turgon.ai/post/controlled-chaos-why-balancing-agency-with-control-optimizes-ai-performance)
- [LangChain, LangGraph, or custom: choosing the right agentic framework](https://www.turgon.ai/post/langchain-langgraph-or-custom-choosing-the-right-agentic-framework)
- [The needle-in-a-haystack illusion](https://www.turgon.ai/post/your-model-found-the-needle-but-lost-the-plot-the-needle-in-a-haystack-illusion)
- [All insights](https://www.turgon.ai/insights)