Insurance Workflow Automation: Qualification Framework
Purpose: Practical qualification framework for sales team discovery calls Service: Insurance Workflow Automation (Contextual AI) ACV Requirement: Minimum 10k/month) Last Updated: February 5, 2026
Quick Qualification Checklist
Use this checklist during discovery calls to quickly assess fit:
Must-Have (All Required):
- 50+ leads/month
- Budget authority for $10k/month
- Commercial insurance focus
- 2+ hours per lead currently
- Digital documents available
If all checked → Qualified. If any missing → Disqualify or address objection.
Discovery Call Framework
Opening (5 minutes)
Goal: Establish rapport, understand their role, confirm basic fit
Questions:
- “Tell me about your role and what you’re responsible for at [Company]?”
- “What’s your biggest challenge with lead qualification right now?”
- “How many new leads do you typically process in a month?”
Listen For:
- Role/title (VP Operations, COO, Managing Partner = good)
- Pain points (time, volume, quality = good)
- Lead volume (50+ = qualified, <30 = disqualify)
Volume & Process Discovery (10 minutes)
Goal: Quantify current state, understand process, identify pain points
Questions:
Volume:
- “How many new leads do you receive per month?” (Target: 50+)
- “Is that consistent, or does it vary?” (Target: Consistent or growing)
- “How many brokers/team members are involved in lead qualification?” (Target: 3+)
Current Process: 4. “Walk me through what happens when a new lead comes in?” (Listen for manual steps) 5. “How long does it take to create a risk profile from a new lead?” (Target: 2+ hours) 6. “What’s your average time-to-submission from lead intake?” (Target: 3+ days) 7. “How many documents do you typically receive per lead?” (Target: 3+ documents)
Pain Points: 8. “What’s the most time-consuming part of lead qualification?” (Target: Document review, extraction) 9. “What happens when you’re overwhelmed with leads?” (Target: Delays, quality issues, lost deals) 10. “How does manual extraction impact your team?” (Target: Burnout, bottlenecks, errors)
Red Flags:
- <30 leads/month → Can’t justify cost
- <1 hour per lead → Not enough pain
- Declining volume → Business shrinking
- No consistent process → Too early stage
Budget & Authority Discovery (5 minutes)
Goal: Confirm budget authority, understand decision process
Questions:
Budget Authority:
- “Who has budget authority for operational tools and processes?” (Target: VP-level or above)
- “What’s your typical budget range for efficiency tools?” (Target: $10k+/month)
- “Have you invested in automation or technology tools before?” (Target: Yes)
- “What was the approval process like?” (Understand their buying process)
Decision Process: 5. “What’s your typical timeline for evaluating and approving new tools?” (Target: 4-8 weeks) 6. “Who else would be involved in this decision?” (Identify stakeholders) 7. “What would need to happen for you to move forward?” (Understand objections)
Red Flags:
- No budget authority → Need to find real buyer
- <$5k/month budget → Can’t afford
- 6+ month approval process → Too slow, disqualify
- Need board approval → Complex, may disqualify
Technology & Readiness Discovery (5 minutes)
Goal: Assess technology maturity, document management, adoption readiness
Questions:
Document Management:
- “How do you currently manage documents for new leads?” (Target: Digital, cloud storage)
- “Are documents available in digital format?” (Target: Yes, PDFs, Word docs, emails)
- “Do you use any document management systems?” (Target: Google Drive, Box, SharePoint)
- “How are documents typically shared with your team?” (Understand workflow)
Technology Readiness: 5. “How open is your team to adopting new technology?” (Target: Open, forward-thinking) 6. “Have you implemented any automation tools recently?” (Target: Yes, shows readiness) 7. “What’s been your experience with technology adoption?” (Understand change management)
Red Flags:
- Completely paper-based → Too much change management
- No digital documents → Can’t use the service
- Unwilling to adopt technology → Not a fit
- Recent failed technology project → May be hesitant
ROI & Value Discovery (5 minutes)
Goal: Quantify value, build ROI case, address objections
Questions:
Current Cost:
- “How much time does your team spend on lead qualification per month?” (Calculate hours)
- “What’s the average hourly rate for your brokers?” (Calculate value: hours × rate)
- “What’s the cost of delayed or lost deals due to slow processing?” (Revenue impact)
Value Calculation: 4. “If we could save 2 hours per lead, what would that be worth?” (Show ROI) 5. “How much faster could you process leads with automation?” (Capacity increase) 6. “What’s the value of faster time-to-submission?” (Revenue impact)
Objections: 7. “What concerns do you have about this type of solution?” (Address early) 8. “What would need to be true for this to be a no-brainer?” (Understand barriers)
ROI Calculation (Use This):
- Time saved: [Hours per lead] × [Leads/month] × [Broker rate] = $X/month value
- Service cost: $10k/month
- Net ROI: 10k = $Y/month positive
- Plus revenue impact: [Faster submissions] = [Higher close rate] = $Z additional revenue
Qualification Summary (5 minutes)
Goal: Confirm qualification, next steps, timeline
Summary Questions:
- “Based on what we’ve discussed, you process [X] leads/month and spend [Y] hours per lead. Is that accurate?”
- “At [X] leads/month, you’d save approximately [Z] hours/month, which is worth about $[Value]/month. Does that sound right?”
- “You mentioned you have budget authority for $10k/month. Is that confirmed?”
- “What’s your timeline for making a decision on this?”
Next Steps:
- If qualified: “Great, let’s schedule a demo and pilot proposal.”
- If not qualified: “Based on [specific reason], this might not be the right fit right now. Let’s reconnect when [condition changes].”
Qualification Scoring
Use this scoring system to assess qualification:
Volume Score (0-3 points)
- 100+ leads/month = 3 points (Excellent)
- 75-99 leads/month = 2 points (Strong)
- 50-74 leads/month = 1 point (Minimum)
- <50 leads/month = 0 points (Disqualify)
Budget Score (0-3 points)
- $15k+/month budget = 3 points (Excellent)
- 14k/month budget = 2 points (Strong)
- 9k/month budget = 1 point (Minimum)
- <$8k/month budget = 0 points (Disqualify)
Authority Score (0-3 points)
- Direct budget authority (Owner/Principal) = 3 points (Excellent)
- VP-level with approval = 2 points (Strong)
- Influencer, needs approval = 1 point (Minimum)
- No authority = 0 points (Disqualify)
Pain Score (0-3 points)
- 3+ hours per lead, team overwhelmed = 3 points (Excellent)
- 2-3 hours per lead, some pain = 2 points (Strong)
- 1-2 hours per lead, moderate pain = 1 point (Minimum)
- <1 hour per lead = 0 points (Disqualify)
Technology Score (0-2 points)
- Digital documents, CMS integration, tech-forward = 2 points (Excellent)
- Digital documents, basic tech = 1 point (Strong)
- Paper-based, no tech = 0 points (Disqualify)
Total Score:
- 12-14 points: Highly qualified, prioritize
- 9-11 points: Qualified, proceed
- 6-8 points: Marginally qualified, address gaps
- <6 points: Not qualified, disqualify
Objection Handling
”We don’t process enough leads”
Response: “I understand. At [X] leads/month, the ROI might not be strong enough. Typically, we see the best ROI at 50+ leads/month. When do you expect to reach that volume? We could revisit then, or we could discuss a pilot program at a lower volume to prove value first.”
Qualification: If <30 leads/month, disqualify. If 30-49, consider pilot.
”We don’t have budget for $10k/month”
Response: “I understand budget constraints. Let me ask: what’s the cost of your current process? If your team spends [X] hours/month on manual extraction at [Value]/month. Our service costs [Savings]/month, so you’d actually save money. Does that math work for you?”
Qualification: If truly no budget, disqualify. If needs approval, find real buyer.
”We’re not ready for automation”
Response: “I understand change can be challenging. Many of our clients felt the same way initially. We start with a pilot program—just 5-10 leads—so you can see the value with minimal risk. Would you be open to a small pilot to prove the concept?”
Qualification: If completely unwilling, disqualify. If hesitant, propose pilot.
”We need to think about it”
Response: “Of course. What specifically would you like to think about? Is it the budget, the technology, the process change, or something else? I’m happy to address any concerns now so you have all the information you need.”
Qualification: Understand the real objection. If valid concern, address. If stalling, may not be qualified.
”We need to get approval from [Person]”
Response: “That makes sense. Who would need to approve this? Would it be helpful if I joined a call with them to answer questions? Or would you prefer to present it first and then bring me in if needed?”
Qualification: If real buyer, good. If gatekeeper, need to get to real buyer.
Disqualification Criteria
Immediate Disqualification:
- <30 leads/month (can’t justify cost)
- <$5k/month budget (can’t afford)
- Personal lines only (wrong market)
- No budget authority (can’t make decision)
- Completely paper-based (too much change)
- Declining business (not investing)
Soft Disqualification (May Revisit):
- 30-49 leads/month (marginal volume)
- 8k/month budget (may work with pilot)
- Needs board approval (complex, slow)
- Recent failed tech project (hesitant)
- Wrong decision maker (need to find buyer)
When to Disqualify:
- Be direct but respectful
- Explain why it’s not a fit
- Leave door open for future (if appropriate)
- Don’t waste time on unqualified prospects
Next Steps Framework
If Qualified (9+ points):
Immediate Next Steps:
- Send follow-up email with ROI calculation
- Schedule demo (show the platform)
- Propose pilot program (5-10 leads, 2-3 weeks)
- Send proposal with pricing
Pilot Proposal:
- Process 5-10 sample leads
- Demonstrate value and ROI
- Refine templates and preferences
- Measure time savings and quality
- Then scale to full volume
Timeline:
- Week 1: Demo and pilot proposal
- Week 2: Pilot kickoff
- Week 3-4: Pilot execution
- Week 5: Pilot review and full proposal
- Week 6: Contract and onboarding
If Marginally Qualified (6-8 points):
Address Gaps:
- Identify specific qualification gaps
- Propose solutions (pilot, phased approach)
- Set conditions for moving forward
- Follow up when conditions met
Example: “You’re at 40 leads/month, which is below our typical 50+ threshold. However, if you’re growing and expect to hit 50+ in the next quarter, we could start with a pilot now and scale when you’re ready. Does that work?”
If Not Qualified (<6 points):
Disqualification:
- Be direct but respectful
- Explain why it’s not a fit
- Suggest when to reconnect (if appropriate)
- Don’t waste time on unqualified prospects
Example: “Based on what we’ve discussed, you’re processing 20 leads/month, which is below our 50+ threshold needed to justify the investment. When you reach 50+ leads/month, this would be a great fit. Let’s reconnect then.”
Discovery Call Template
Use this template to structure your discovery calls:
[Opening - 5 min]
- Role and responsibilities
- Biggest challenge
- Lead volume
[Volume & Process - 10 min]
- Current volume and process
- Time per lead
- Pain points
[Budget & Authority - 5 min]
- Budget authority
- Decision process
- Timeline
[Technology & Readiness - 5 min]
- Document management
- Technology readiness
- Adoption history
[ROI & Value - 5 min]
- Current cost
- Value calculation
- Objections
[Qualification Summary - 5 min]
- Confirm qualification
- Next steps
- Timeline
Total Call Time: 35-40 minutes
Qualification Email Template
Use this template for follow-up after discovery:
Subject: Insurance Workflow Automation - Qualification Summary
Hi [Name],
Thanks for the call today. Based on our conversation, here’s what I understand:
Current State:
- leads/month
- [Y] hours per lead
- [Z] brokers/team members involved
ROI Calculation:
- Time saved: [X] leads × [Y] hours × [Value]/month
- Service cost: $10k/month
- Net ROI: $[Net]/month positive
- Plus revenue impact from faster submissions
Next Steps:
- [Demo scheduled / Pilot proposal / Follow-up]
Let me know if this aligns with your understanding, and we can move forward.
Best, [Your Name]
Resources
Related Documents:
insurance-workflow-icp.md- Detailed ICP profileservices.md- Service details and specificationsqualification-criteria.md- General qualification framework
Sales Tools:
- ROI calculator spreadsheet
- Demo script
- Pilot proposal template
- Pricing proposal template
Last Updated: February 5, 2026 Maintained By: GTM Team For: Sales team discovery calls and qualification