About the Client

• Client Profile : B2B Services + Software
• Annual Revenue : $150M+
• Time to Production : 9 Weeks
• Internal Champion : VP Sales + CEO
• Year 1 Financial Impact : $390K-$500K (estimated first-year cash benefit from labor recapture, avoided hires, and process automation)

Before and After

Before

• Losing Deals to generic forgettable outreach
• Slowing pipeline in spite of increasing volume
• Rep Productivity low in spite of using AI tools
• CRM Lead List + Enrichment Broken
• AI Hallucinates and produces robotic copy + context loss when it came to complex proposals

After

• Agent analyses and remembers deal conversations - Slack + Gong + Any other sources
• Auto Drafts reminders+ follow ups while keeping a check on customer health
• Auto drafts proposals with near 100% technical+ offering accuracy. No more disconnect between finance and revenue
• CRM gets auto updated. Every lead in CRM gets refreshed and additional cues pop up when it matches intent criteria
• Matches each reps exact writing style, including humor, brevity and tone

What we Deployed

• Agent pulls context from CRM, email history, and prospect signals.
• Analyzes the actual state of each relationship - existing customer, warm prospect, or cold lead each get something different.
• Drafts personalized outbound that the rep reviews and sends. Research, drafting, and context-gathering handled.
• Reps spend time selling, not toggling between 6 tabs.

ROI Math (Year 1)

(Illustrative ROI estimate range based on observed workflow changes and standard labor rates. Final exact number depends on adoption and operating context )

Incremental Pipeline from Higher Meeting rate

(22% more meetings booked. At 10 reps averaging 8 meetings/month: ~21 incremental meetings/month. At 30% opportunity rate and $50-$80K avg deal size.)

Rep Time Captured

15-20 min saved per prospect x 10-15 prospects/day × 10 reps. ~25-40 hrs/week returned to selling. At blended OTE of $120-$150K, that's 15-20% of selling capacity reclaimed.

Pipeline Quality Uplift - Win Rate Impact

(Better personalization = better-qualified conversations. Conservative 2-3 point win rate improvement on existing pipeline volume.)

Year 1 Value Capture

$180,000-$300,000

$65,000-$120,000

$45,000-$90,000

$390K-500K