How does coder work change with this AI?

Replied byChetan Parikh
CEO & Founder at RAAPID
Niche: AI, SaaS, Technology, Health & Wellness
Revenue: $100K-$500K/month
Location: USA
Started: 2021
NLP was assistive. Coders checked everything. Neuro-symbolic becomes augmentative. The system auto adjudicates high confidence codes, shows probability, and coders focus on true judgment calls. Trust builds over time.
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