# HatchWorks AI

> HatchWorks AI is a pure-play AI and data transformation partner headquartered in Atlanta, GA, in business since 2016 and delivering enterprise generative AI since the start of the boom (Inc. AI Power Partner 2023 and 2025). Clutch's #1 AI Services Company: 4.9/5 from 29 verified reviews, 97% client retention. SOC 2 examined. Partners with Anthropic, OpenAI, Google Cloud, and Databricks. US-led teams plus nearshore engineers in Costa Rica, Colombia, and Peru.

HatchWorks AI runs enterprise AI transformation in three stages: GenROI (Decide: AI strategy and roadmap, 4 to 8 weeks), GenDD (Build: Generative-Driven Development, first production release in 8 to 12 weeks), and GenEQ (Adopt: AI change management). Engagements start with Forward Deployed Engineers, Agentic AI Pods, or a full AI & Data Transformation Program, with no long-term contract required and client ownership of IP.

## Enterprise AI transformation guide
- [Enterprise AI Transformation: Every Question Executives Ask Before They Sign a Partner](https://hatchworks.com/enterprise-ai-transformation/): 80+ cited answers on cost, timeline, build vs buy, data readiness, security, governance, adoption, nearshore vs onshore, model choice, agentic AI, private equity, and a 7-criteria partner scorecard. Last reviewed October 6, 2026.
- [Why 95% of AI pilots fail](https://hatchworks.com/enterprise-ai-transformation/#why-fail)
- [What enterprise AI transformation costs in 2026](https://hatchworks.com/enterprise-ai-transformation/#cost)
- [How long it takes](https://hatchworks.com/enterprise-ai-transformation/#timeline)
- [Is your data ready for AI](https://hatchworks.com/enterprise-ai-transformation/#data)
- [AI and data modernization questions, mapped](https://hatchworks.com/enterprise-ai-transformation/#modernization)
- [Partner scorecard](https://hatchworks.com/enterprise-ai-transformation/#scorecard)
- [Glossary](https://hatchworks.com/enterprise-ai-transformation/#glossary)
- [HatchWorks AI at a glance](https://hatchworks.com/enterprise-ai-transformation/#facts)

## Services
- [AI Strategy & Roadmap (GenROI)](https://hatchworks.com/ai-strategy-roadmap/)
- [Generative-Driven Development (GenDD)](https://hatchworks.com/generative-driven-development/)
- [AI Change Management (GenEQ)](https://hatchworks.com/ai-change-management/)
- [Intelligence Layer](https://hatchworks.com/intelligence-layer-ai/)
- [Agentic AI Automation](https://hatchworks.com/agentic-ai-automation/)
- [Data Modernization](https://hatchworks.com/data-modernization/)
- [Model Fine-Tuning & Optimization](https://hatchworks.com/model-fine-tuning-optimization/)
- [Forward Deployed Engineers](https://hatchworks.com/forward-deployed-engineers/)
- [How we engage](https://hatchworks.com/how-we-engage/)

## Proof
- [Case studies](https://hatchworks.com/case-studies/)
- [Clutch reviews](https://clutch.co/profile/hatchworks-ai)
- [Trust center (SOC 2)](https://hatchworks-ai.trustshare.com/home)

## Contact
- [Talk to an AI engineer](https://hatchworks.com/company/contact/) · 1-800-621-7063