AI is quickly becoming one of the most talked-about topics in the insurance industry. Yet for many independent agencies, the challenge isn’t deciding whether AI matters. It’s figuring out where to start.
That was the challenge bolt Agency set out to solve.
As bolt inc’s in-house P&C insurance agency, bolt Agency writes more than $30 million in premium annually and serves as a real-world proving ground for AI-powered connected distribution, testing new workflows and operational best practices before they’re introduced more broadly across carriers, agencies, and distribution partners. By applying AI to high-friction workflows, the agency increased bound policies by 41% in six months while improving efficiency and agent productivity.
Rather than trying to transform every process at once, the agency focused on a practical approach: identify a high-friction workflow, prove value quickly, and expand based on measurable results.
The lessons learned offer a practical roadmap for any independent P&C agency looking to put AI to work without disrupting its operation.
“The agencies seeing the most success with AI aren’t trying to automate everything at once. They’re identifying a specific workflow, proving value quickly, and building from there. The goal is simple: create more time for agents to focus on customers, relationships, and revenue-generating activities.” — Dave Rose, President, bolt Agency
What You’ll Learn
- How bolt Agency identified its first AI use case
- The KPIs tracked during the first 90 days
- What changed during implementation
- How the agency increased bound policies by 41%
- Practical steps your agency can apply immediately
For a deeper look at the rollout, lessons learned, and results, watch Inside an AI-Powered Insurance Agency: What I Learned Bringing AI Into Daily Operations.
Results at a Glance
✅ 41% increase in bound policies
✅ 57% reduction in handling and quote time
✅ 1.6x increase in lead conversion rates
✅ 32% reduction in IVR drop-off rates
✅ 90%+ of inbound calls handled by AI
These results didn’t come from a massive transformation project. They came from focusing on a single workflow, measuring outcomes, and expanding what worked.
The 30-60-90 Day AI Adoption Plan
Days 0-30: Start With Friction, Not Technology
One of the biggest mistakes agencies make when evaluating AI is starting with the technology instead of the business challenge.
Successful AI adoption begins by identifying the workflows that consume the most time, create customer friction, or pull your staff away from revenue-generating activities.
For many independent agencies, those challenges include:
- Inbound call handling
- Lead qualification
- Quote intake
- Customer follow-up
- Policy service requests
The first 30 days should focus on understanding your current state and establishing baseline metrics.
Start by documenting:
- Why customers are contacting your agency
- Missed call volume
- Average response times
- Quote-to-bind conversion rates
- Administrative work consuming licensed staff time
At bolt Agency, Dave and his team identified inbound call handling and customer intake as ideal starting points because they represented high-volume workflows with clear opportunities for improvement. The objective wasn’t to replace agents. It was to ensure agents spent more time advising customers and less time routing calls, gathering information, and handling repetitive administrative work.
If you’re evaluating your first AI initiative, bolt’s Beginner’s Guide to AI for Insurance Agencies provides a practical framework for identifying high-friction workflows, establishing baseline KPIs, and selecting the right first use case.
Related Resource: Download The Beginner’s Guide to AI for Insurance Agencies.
Days 31-60: Launch a Pilot and Measure What Matters
Once you’ve identified a workflow, it’s time to launch a focused pilot.
The most successful AI initiatives start small. Instead of attempting to automate everything at once, focus on a single workflow with clearly defined goals and measurable outcomes.
During this phase, agencies should track:
- Missed calls
- Average handling time
- Call routing accuracy
- Conversion to quote
- Conversion to bind
- Customer experience improvements
The goal isn’t automation for automation’s sake.
The goal is better outcomes.
AI can efficiently gather information, identify intent, route requests, and support customer intake. Licensed agents remain focused on conversations that require expertise, judgment, and relationship-building.
At bolt Agency, AI-powered intake and routing workflows reduced friction at the beginning of the customer journey while ensuring agents received more complete information before engaging with prospective customers. Instead of spending time sorting and routing inquiries, agents could focus on higher-value conversations.
Early performance improvements included:
- 1.6x increase in lead conversion rates
- 32% reduction in IVR drop-off rates
- More than 90% of inbound calls handled by AI
These gains created the foundation for scaling AI into additional workflows across the agency.
Days 61-90: Expand What Works
By the third month, agencies should have enough data to understand where AI is creating value and where additional opportunities exist.
Rather than introducing entirely new processes, the focus should be on extending successful workflows into adjacent parts of the business.
Common next steps include:
- Lead qualification
- Conversational data collection
- CRM updates
- Quote follow-up
- Service intake
- Cross-sell and retention opportunities
This is where AI begins evolving from a pilot project into a long-term operating strategy.
At bolt Agency, the initial implementation became the foundation for broader AI-powered workflows spanning intake, quoting, service, and follow-up. Instead of functioning as a standalone tool, AI became a digital teammate that helped connect and execute across multiple stages of the customer journey.
The lesson is straightforward: start with one workflow, prove value, and scale intentionally.
The Results: What an AI-Powered Agency Looks Like
The biggest takeaway from bolt Agency’s experience is that meaningful AI outcomes don’t require a large-scale transformation effort.
They require focus.
Over six months, Dave and the bolt Agency team increased bound policies by 41% by improving how opportunities entered, moved through, and were handled across the agency. Faster routing, stronger intake processes, and more focused agent conversations helped ensure high-intent opportunities reached the right people faster and moved through the funnel more effectively.
The operational gains were just as important.
Producers spent less time on repetitive administrative work and more time advising customers, evaluating coverage needs, and closing business. Managers gained greater visibility into customer interactions and workflow performance. Customers benefited from faster responses and smoother experiences.
For many agencies, that’s the true value of AI: not replacing agents, but helping them focus more of their time where they create the most value.
These aren’t projections or industry benchmarks. They’re lessons learned from a real P&C insurance agency actively using AI-powered connected distribution to orchestrate customer engagement, qualification, quoting, and service across the insurance lifecycle.
To hear the complete story, including what worked, what didn’t, and what Dave Rose would do differently, watch Inside an AI-Powered Insurance Agency: What I Learned Bringing AI Into Daily Operations at www.boltinc.com.
Start Small. Scale What Works.
The agencies seeing the greatest success with AI aren’t trying to automate everything overnight.
They’re taking a crawl-walk-run approach. They identify a high-friction workflow, establish clear metrics, prove ROI, and expand from there.
bolt Agency followed this approach to achieve a 41% increase in bound policies, improve operational efficiency, and create a repeatable framework for future AI adoption.
If you’re exploring AI for your agency, start with a practical roadmap:
- Download The Beginner’s Guide to AI for Insurance Agencies
- Watch Inside an AI-Powered Insurance Agency: What I Learned Bringing AI Into Daily Operations
- Explore how AI-powered connected distribution supports engagement, qualification, quoting, placement, and service
Ready to Explore AI in Your Agency?
You don’t need a massive transformation project to get started.
Request a no-cost AI pilot and see how AI-powered connected distribution can help your agency:
- Capture and engage high-intent demand faster
- Improve intake and qualification workflows
- Create more efficient quote-to-bind processes
- Give agents more time to focus on revenue-generating conversations
See how you can drive twice the binds in half the time.
👉 Request your no-cost AI pilot: https://info.boltinc.com/ai-pilot
