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AI Use Case Explorer
Structured, explorable data on real AI business applications. Each entry includes the problem, AI approach, tools, difficulty, and expected ROI.
AI-Powered Sales Call Intelligence
Elsevier
- Role
- Sales Manager
- Problem
- Sales managers cannot listen to every call. Reps lose context between conversations. Deal coaching is inconsistent across a team of 120+ reps.
- Result
- 45% larger deal sizes when managers engaged with AI insights. 35% increase in deal velocity. 200+ users outside sales now leveraging call data.
- Tools
- Gong
AI Support Triage at 690% Growth
Synthesia
- Role
- Support Lead
- Problem
- Customer base grew from 40K to 316K in 4 months. Traditional hiring could not keep pace with support volume.
- Result
- 6,000+ conversations resolved by AI in 6 months. 1,300+ hours saved. 87% self-serve rate. Avoided scaling from ~10 to 150 support staff.
- Tools
- Intercom Fin
Centralizing Product Feedback with AI
Zapier
- Role
- Product Manager
- Problem
- Customer research siloed across individual researchers in a fully remote team of 1,000+. Insights buried in files nobody else could find.
- Result
- Hundreds of hours of unstructured research made searchable organization-wide. Tens of hours saved weekly across the team.
- Tools
- Dovetail
Cutting Meeting Prep Time by 50%
AppsFlyer
- Role
- Customer Success Manager
- Problem
- CSMs spending significant time preparing for account meetings. Inconsistent prep quality across the team. Multilingual teams compounding the effort.
- Result
- 50% reduction in meeting prep time globally. 60% decrease in manual email drafting. Consistent briefing quality across all CSMs.
- Tools
- Gong AI Briefer
From 40 Hours to 30 Minutes on Product Descriptions
Adore Me
- Role
- Content Marketing Manager
- Problem
- E-commerce catalog needed SEO-optimized descriptions at scale. Stylist team writing personalized notes 1,000+ times per day.
- Result
- Product description writing went from 40 hours to 30 minutes. 36% reduction in stylist note writing time. 40% increase in non-branded search traffic.
- Tools
- Writer AI Studio
AI-Powered Employee Onboarding and IT Support
ManTech
- Role
- People Operations Manager
- Problem
- 10,000+ employees with 600+ internal policies. New hires and employees submitting thousands of IT, HR, and compliance questions. Tier 1 support overwhelmed.
- Result
- 50% reduction in IT Tier 1 staff. 68% drop in call center volume. 70%+ employee adoption. 125,000+ conversations handled in year one.
- Tools
- Moveworks
$1.4M Saved with AI Knowledge Search
West Monroe
- Role
- IT Director
- Problem
- IT and HR requests taking 3-4 days to resolve. Managed service provider costs growing. Employee frustration with slow internal support.
- Result
- $1.4M in annual cost savings. 40% reduction in managed service provider spend. 8,000 tickets resolved in year one. Resolution time from days to under 30 minutes.
- Tools
- Moveworks
Automating Financial Planning and Reporting
PagerDuty
- Role
- VP Finance
- Problem
- Monthly commissions waterfall and expense reporting done manually. Finance team spending days on repetitive calculations that are error-prone at scale.
- Result
- 20 hours of manual work removed from monthly commissions process. Real-time financial visibility across all departments.
- Tools
- Anaplan
55% Faster Task Completion for Developers
GitHub (Microsoft Research Study)
- Role
- Engineering Manager
- Problem
- Developers spend significant time on boilerplate, API lookups, and well-known patterns. Much of the day is mechanical work rather than creative problem-solving.
- Result
- 55% faster task completion (1h 11m vs 2h 41m). 78% task completion rate vs 70% without. Statistically significant (p=0.0017). 60-75% reported greater job fulfillment.
- Tools
- GitHub Copilot
$2.37M from AI-Powered Churn Prevention
Aptive
- Role
- VP Customer Success
- Problem
- Cancellation calls are high-stakes. Agent performance varies widely. Supervisors cannot listen to every call to coach in real time.
- Result
- $2.37M additional annual revenue. Save rate improved from 42% to 46% (9% lift). Empathy adherence rose from 33% to 79%. 3x ROI.
- Tools
- Cresta