Partners were spending 8–12 hours per week creating custom proposals manually from slide templates and past deliverables. The process was slow, inconsistent across partners, and not scalable. We built an end-to-end proposal automation: discovery call notes → AI-generated first draft → branded template → partner review in 20 minutes.
One marketing manager doing everything manually: blogs, emails, LinkedIn, campaigns. Content output was 2 blogs/month. Pipeline from inbound was minimal and inconsistent. We rebuilt the entire marketing operation with AI: content production system, AEO-optimized articles, AI-personalized email sequences by ICP segment, and automated campaign reporting.
Customer service team manually handled 150+ inquiries/week via email and phone. CRM was updated inconsistently. Weekly ops report took 4 hours to compile every Monday. We built three parallel AI workflows: AI inquiry triage and response drafting, automated CRM updates from email and call summaries, and an automated weekly ops report pulling from 4 data sources.
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