Share of Global GDP
6.6%
What Latin America produces
A real, measurable contribution to the global economy.
Share of Global AI Investment
1.12%
What the region receives
A 5.9× under-allocation versus economic output.
The gap is not a tragedy — it is an opening for open-source AI to rebalance the equation.
Implementation Cost · Per Equivalent Workload
Open-source AI cuts costs 5–7×
Same customer-service workload (~50K monthly queries), three deployment paths.
Proprietary APIper-token billing
Mid-tier modelhosted vendor
Open-sourceself-hosted GPU
Why it matters: Eliminating recurring API fees and replacing them with fixed compute unlocks AI for the 99% of LATAM SMEs that cannot afford Big Tech's closed pricing — turning AI from a luxury into infrastructure.
Regional Initiatives Building the Foundation
Latam-GPT
Multi-country effort training LLMs on regional Spanish, Portuguese, Quechua, and Nahuatl.
Open Model Hubs
Self-hosted Llama, Mistral, and DeepSeek deployments fine-tuned on local SME data.
University Compute
Public-research GPU clusters across MX, BR, CL, and AR lowering the entry cost for fine-tuning.
A 5–7× cost cut is not a discount. It is the difference between AI adoption and AI exclusion for the SMEs that anchor LATAM economies.
Fernando Angulo · Senior Market Research Manager at Semrush, an Adobe company