Engineering Blog · Post #53

AI Follow-Up Assistant: Automatic Urgency Assessment, Tone Escalation, and Workflow Management

InsightUW's AI doesn't just draft emails — it manages the entire follow-up lifecycle from polite first request to final notice before declination.

The Problem

First follow-up emails are easy. Second reminders are tedious. By the third request, most underwriters are frustrated, the tone is inconsistent, and there's no system tracking which stage the follow-up is at. Some UWs send reminders after 2 days. Others wait a week. Some escalate. Others just decline. There's no standard workflow, no automatic urgency detection, and no consistent tone progression.

The InsightUW Approach

InsightUW's AI Follow-Up Assistant analyzes the missing info state — how many items, how long they've been waiting, how many prior follow-ups — and drafts a stage-appropriate email with the right urgency and tone. The AI also recommends what to do next: when to send the next follow-up, when to escalate to management, and when to consider declining.

graph TD subgraph Analyze["AI Analysis"] Scan["Scan all missing items count, priority, follow-ups"] Stage["Determine stage based on max follow-up count"] Urgency["Assess urgency rush? SLA risk? required count?"] end subgraph Stages["4 Escalation Stages"] S1["Stage 1: Initial Request Professional tone Day 0"] S2["Stage 2: First Reminder Polite reminder Day 3"] S3["Stage 3: Second Reminder Urgent tone Day 5"] S4["Stage 4: Final Notice Escalation — CC mgmt Day 7"] end subgraph Draft["AI Email Draft"] Email["Subject: urgency prefix Body: tone-matched template Items: with follow-up counts"] end subgraph Recommend["AI Recommendations"] Next["Next follow-up timing"] ESC["Escalate to management?"] DEC["Decline if no response?"] end Scan --> Stage --> Urgency Urgency --> S1 Urgency --> S2 Urgency --> S3 Urgency --> S4 S1 --> Email S2 --> Email S3 --> Email S4 --> Email Email --> Next Email --> ESC Email --> DEC

Four Tones

Stage	Tone	Key Phrases	Subject Prefix
1	Professional	"please provide at your earliest convenience"	(none)
2	Polite Reminder	"friendly reminder... within 2 business days"	REMINDER:
3	Urgent	"SECOND REMINDER... subject to declination"	URGENT: REMINDER:
4	Escalation	"FINAL NOTICE... 48 hours or decline... CC: Management"	URGENT: FINAL NOTICE:

Urgency Detection

The AI considers multiple factors:

Factor	Impact
Rush submission	Automatically critical urgency
Waiting > 5 days	Bumps to high urgency
> 3 required items missing	Bumps to high urgency
Only optional items	Low urgency

AI Recommendation Panel

When the AI drafts the email, the review modal shows:

Urgency badge (critical / high / medium / low) color-coded
Stage name + Tone label + Days waiting
"If no response, send Second Reminder in 2 days"
"Escalate to management" (at stages 3-4 or critical urgency)
"Consider declining" (at stage 4)

LOB-Specific Example

D&O for Apex Medical Group — Day 5:

Sarah Chen clicks "AI Follow-Up" on Apex Medical's submission. The AI scans:
- 4 items still missing (all required)
- 1 prior follow-up sent 3 days ago
- 5 days since initial flag
- Not a rush submission

AI determines: Stage 2 (First Reminder), urgency high (> 5 days + > 3 required). Tone: polite_reminder.

The generated email starts: "This is a friendly reminder regarding our outstanding information request..." and lists all 4 items with "(1 prior request)" notation.

AI recommendation: "If no response, send Second Reminder in 2 days."

Sarah reviews, sends. Each item's follow-up count increments to 2.

What This Means for Underwriters

One click — AI figures out the right stage, tone, and urgency automatically
Consistent escalation — every submission follows the same 4-stage progression, regardless of which UW handles it
Smart urgency — rush submissions and SLA risks get flagged as critical without UW intervention
Next-action guidance — AI tells you exactly when to follow up again and when to escalate
Management visibility — stage 4 automatically CCs management, creating accountability

What's Next

Next: Unified Transaction Email — Compose to Broker, Internal Teams, or External Parties from Any Submission

Want to see AI-managed follow-up workflows? Request a demo.