AI startups waste resources running unnecessarily large models due to lack of compression expertise.
Consulting services to analyze and implement model compression would reduce operational costs.
Startups would pay for reduced cloud compute bills.
Start by offering quantization audits for common architectures.
Biggest risk: rapid platform improvements may automate this work.