Ready to start your AI journey? Book a Call
Insights

Research, analysis, and thinking from the practice

The monthly digest
Thank you! Your submission has been received!
Oops! Something went wrong while submitting the form.

From prototype to production: shipping GenAI systems that hold up

A working GenAI demo is easy. A GenAI system your business can rely on is a different engineering problem — here's what closes the gap.
Research
July 3, 2026
Read Insight
All
Research
Guides
Prospectives

Why we turn down AI projects we could win

Taking on work you can't deliver well is bad for everyone. A candid look at why selective engagement produces better outcomes.
Prospectives
July 03, 2026
Read More

From prototype to production: shipping GenAI systems that hold up

A working GenAI demo is easy. A GenAI system your business can rely on is a different engineering problem — here's what closes the gap.
Research
July 03, 2026
Read More

How to run an AI readiness assessment before you build

A practical, two-week framework for deciding whether an AI use case is worth building — before you spend a dollar on development.
Research
July 03, 2026
Read More

Why 80% of enterprise AI projects never reach production

The four failure modes that kill AI initiatives before launch — and the checkpoints that catch them early.
Guides
July 03, 2026
Read More

Build vs. buy AI: the decision framework we use

Seven criteria that determine whether you should build custom AI, buy a platform, or configure a foundation model.
Guides
June 30, 2026
Read More

From prototype to production: shipping GenAI systems that hold up

A working GenAI demo is easy. A GenAI system your business can rely on is a different engineering problem — here's what closes the gap.
Research
July 03, 2026
Read Insight

How to run an AI readiness assessment before you build

A practical, two-week framework for deciding whether an AI use case is worth building — before you spend a dollar on development.
Research
July 03, 2026
Read Insight

Build vs. buy AI: the decision framework we use

Seven criteria that determine whether you should build custom AI, buy a platform, or configure a foundation model.
Guides
June 30, 2026
Read Insight

Why 80% of enterprise AI projects never reach production

The four failure modes that kill AI initiatives before launch — and the checkpoints that catch them early.
Guides
July 3, 2026
Read More

Why we turn down AI projects we could win

Taking on work you can't deliver well is bad for everyone. A candid look at why selective engagement produces better outcomes.
Prospectives
July 3, 2026
Read More
Getting Started

Ready to build AI that actually ships?

Book a 30-minute discovery call. We will assess your highest-value AI opportunity and tell you exactly what it takes to build it.
AI consulting and ML services firms
Priya Ramanathan
Contact
Schedule a call
Schedule a call
Prefer email?
email
hello@mendforge.com
hello@mendforge.com