AI prototypes are everywhere, but shipping reliable AI products into production is a completely different challenge.
I'm researching AI engineering companies that go beyond building demos and have experience with:
- AI agents and autonomous workflows
- Enterprise AI applications
- Retrieval-Augmented Generation (RAG)
- Healthcare and fintech AI
- Mobile and web AI products
- AI infrastructure and MLOps
- Scalable backend architectures for AI
Some companies that consistently come up in my research include:
- Accenture
- EPAM Systems
- Thoughtworks
- Globant
- GeekyAnts
- Deloitte Digital
I'm particularly interested in engineering quality rather than marketing claims.
A few questions for those with firsthand experience:
- Which AI engineering company would you recommend?
- How was the collaboration and communication?
- Did they successfully deliver a production-ready AI solution?
- Were there any unexpected challenges during the project?
- Are there any underrated AI engineering firms that deserve more recognition?
I'd really appreciate hearing real-world experiences from developers, engineering leaders, and founders rather than promotional responses.
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