All case studies

Insurance

Pilot · target, not verified outcome

The source story marks its pilot metrics and customer quote as placeholders pending retrospective sign-off. Timing figures below are targets, not confirmed results.

Insurance Agency Pilot — Front-Office Bottleneck to Speed-to-Lead in 90 Seconds

At a glance

  • Agency: <placeholder agency name> — independent insurance agency, US-based.
  • Size: <placeholder> licensed agents on staff.
  • Inbound volume: <placeholder> inbound leads per month across web forms, SMS, missed-call, and email.
  • Pilot window: <placeholder start date> → <placeholder end date>.
  • Stack: TaskMind AI + their existing CRM + their existing calendar.

The front-office bottleneck

  • Slow callbacks on inbound web leads — every minute past the five-minute mark is a policy a competitor has a better shot at winning.
  • After-hours form fills sit untouched until the next morning — a lead lands at 8:47 PM and an agent sees it at 9:15 AM.
  • After-hours auto-responses are generic, so the lead's reply is generic ("leave a message") and triage never happens.
  • Agents start every day with a backlog they cannot fully clear before the next inbound wave lands.

What TaskMind AI automated

  1. Speed-to-lead workflow. Every inbound form-fill, SMS, missed-call, and email is routed through AI extract → rep assignment → acknowledgment → CRM upsert → calendar slot → five-minute escalation if no human takes it. 1
  2. Inbox triage. After-hours inbound is auto-classified by line of business (auto, home, life, commercial, Medicare) and queued to the right agent's morning list instead of dumped in a shared inbox. 2
  3. Automation-request submission. Agents no longer hand-ticket automation asks into a Slack channel; they file a structured request through /automation-requests with end-to-end status the requestor can see. 3

Front-desk / agent time reclaimed

  • Hours per week reclaimed by front-desk and agents: <placeholder>.
  • Inbound forms pre-qualified by AI before an agent touches them: <placeholder>.
  • After-hours forms that received a five-minute acknowledgment instead of waiting until morning: <placeholder>.

Before / After

Swipe horizontally to compare the columns.
Pilot measures and targets
MetricBefore TaskMind (baseline)After TaskMind (pilot)
Median first-touch time on inbound web lead<placeholder><placeholder> (target: under 90 seconds)
After-hours form fills reached a human same business day<placeholder><placeholder>
Inbound forms agent had to manually triage per agent per day<placeholder><placeholder>
Automation requests sitting more than seven days without status<placeholder><placeholder>

What the agency said

Insert one direct quote from the agency principal here — keep it short, specific, and anchored on speed-to-lead or front-desk relief. Quote goes here once the pilot retrospective is signed off.

What to read next

Ready to discuss your agency’s workflow?

Explore how a speed-to-lead workflow could fit your agency. Book an insurance speed-to-lead demo.

Footnotes

  1. Speed-to-lead template and escalation chain in src/lib/cron/seed-speed-to-lead.ts and /api/workflows. ↩

  2. Inbox domain model and per-line-of-business routing in src/lib/business/inbox/. ↩

  3. Structured request intake and review queue at /api/automation-requests. ↩