AI Engineering Insights
AI Engineering Insights

Why 95% of AI Pilots Fail to Reach Production | Keogram Labs
MIT found 95% of enterprise GenAI pilots deliver zero ROI. Here's the production engineering playbook - RAG, evals, agents that gets AI systems live.
Keogram Labs

How to Choose an AI Product Engineering Partner: 12 Questions to Ask Before You Build
The right AI partner does more than connect a model to an interface. Use these 12 questions to find a team that can turn a promising prototype into a secure, measurable production system.
Keogram Labs

The $99K Claude bill, and what it tells you about hiring an AI studio
Inference costs are blowing past human salaries. Here's what that actually means if you're commissioning an AI product in 2026 and how an engineering studio thinks about it differently than your in-house team.
Keogram Labs

What Six Months of Running an Edge LLM at Sea Taught Us
Six months running an edge LLM on a vessel at sea: what broke, the real cost vs. satellite API calls, and who should actually build edge AI.
Keogram Labs

Why 95% of AI Pilots Fail to Reach Production | Keogram Labs
MIT found 95% of enterprise GenAI pilots deliver zero ROI. Here's the production engineering playbook - RAG, evals, agents that gets AI systems live.
Keogram Labs

How to Choose an AI Product Engineering Partner: 12 Questions to Ask Before You Build
The right AI partner does more than connect a model to an interface. Use these 12 questions to find a team that can turn a promising prototype into a secure, measurable production system.
Keogram Labs

The $99K Claude bill, and what it tells you about hiring an AI studio
Inference costs are blowing past human salaries. Here's what that actually means if you're commissioning an AI product in 2026 and how an engineering studio thinks about it differently than your in-house team.
Keogram Labs

What Six Months of Running an Edge LLM at Sea Taught Us
Six months running an edge LLM on a vessel at sea: what broke, the real cost vs. satellite API calls, and who should actually build edge AI.
Keogram Labs

