Insights • Decision Framework
Build vs Buy AI Training
A framework for the enterprise AI training decision.
| Factor | Build In-House | Buy Platform |
|---|---|---|
| Time to Launch | 6-12 months | Weeks |
| Initial Cost | $500K-2M+ | $50-200K/year |
| Ongoing Updates | Continuous internal effort | Included |
| Content Quality | Varies with internal expertise | Expert-curated |
| Scalability | Need to build infrastructure | Built-in |
| Total 3-Year Cost | $1.5-5M+ | $150-600K |
When to Build
- • Highly proprietary processes that can't be taught generically
- • Existing L&D team with AI curriculum expertise
- • Regulatory requirements for full content control
When to Buy
- • Need fast time-to-value (weeks not months)
- • AI is evolving too fast for internal teams to keep up
- • Want proven completion rates and outcomes
- • Most organizations choose: Buy + Supplement