Quote intake by line
Auto, home, commercial, and life questions asked in order, with answers saved as a ready quote file.
The Problem
Producers Spend Their Day Collecting Details Instead of Selling
It shows up at renewal season and after storms, when quote requests, ID card questions, and claim calls all land on the same few people.
Thin forms
Web forms collect a name, then producers chase the rest.
Thin forms
The agent asks each line's rating questions before handing the file over.
Service load
CSRs answer ID card and certificate requests all morning.
Service load
Routine service requests get answered from your AMS or routed to the right CSR.
After hours
Night and weekend quote requests wait until Monday.
After hours
Prospects get a reply and a booked call time at any hour.
Claim calls
Storm claim calls bury the front desk in a day.
Claim calls
The agent takes first notice details and routes each claim to the carrier.
A homeowner fills in your quote form at 9 at night. The form asked only for a name and phone number, so on Tuesday your producer calls back for the roof age, prior carrier, and claims history. Voicemail. Meanwhile 3 clients have emailed for auto ID cards, a lender wants a certificate, and a storm brought 6 new claim calls. Your CSRs answer each by hand. The quote that could have closed that night goes to a carrier site that asked the right questions.
We start with your lines of business, your rating questions, and the service requests your CSRs handle most. The agent collects complete quote details by chat, text, or phone and hands a ready file to a licensed producer. It answers service requests from your AMS where the vendor allows and routes claims to the carrier's claim line. Producers spend their time quoting and advising, not chasing roof ages.
Complete quote files
Drivers, vehicles, property details, and prior coverage collected before a producer opens the file.
Licensed staff decide
Quotes, coverage advice, and binding stay with your licensed producers, as state law requires.
Service requests handled
ID cards, certificates, and billing questions answered or routed without waiting on a CSR.
Our AI Insurance Agent Development Process
From Intake Questions to a Working Agency Agent in Five Steps
Your agency principal approves the intake questions, hand-off rules, disclosures, and consent wording, and your CSRs test the agent before any client hears it.
We review a month of quote requests, service emails, and calls with your agency principal and lead CSR. You get a written scope: the lines and requests the agent handles, what goes to licensed staff, and where it logs.
What's Included
What You Get With AI Agents for Insurance Teams
Each build covers quote intake by line, policy service answers, renewal follow-up drafts, claim intake, consent records, and a weekly report for your agency principal.
Compare Options
DeveloperLook vs AMS Add-On vs Answering Service
AMS add-ons switch on quickly, and an answering service puts a person on every call. Here is where each fits and where custom conversational AI for insurance helps.
| Feature | DeveloperLookBest fit | AMS add-on | Answering service |
|---|---|---|---|
| Quote intake depth | Every rating question per line | Basic contact capture | Name, number, and message |
| Service requests | Answered from AMS data | Inside the AMS only | Message passed to staff |
| Hours covered | Any hour, chat and phone | Business hours tools | Any hour, by people |
| Coverage advice | Handed to your producers | Handed to your producers | Not given by operators |
| Fits your process | Built around your lines | Vendor's standard flows | Scripted call handling |
| Time to launch | 4 to 6 weeks | Same week | 1 to 2 weeks |
| Content ownership | Question sets you own | Stays with the vendor | Vendor keeps the scripts |
| Cost model | Fixed project price | Monthly add-on fee | Per call or per minute |
DeveloperLook
AMS add-on
- Quote intake depth
- DeveloperLook: Every rating question per lineAMS add-on: Basic contact capture
- Service requests
- DeveloperLook: Answered from AMS dataAMS add-on: Inside the AMS only
- Hours covered
- DeveloperLook: Any hour, chat and phoneAMS add-on: Business hours tools
- Coverage advice
- DeveloperLook: Handed to your producersAMS add-on: Handed to your producers
- Fits your process
- DeveloperLook: Built around your linesAMS add-on: Vendor's standard flows
- Time to launch
- DeveloperLook: 4 to 6 weeksAMS add-on: Same week
- Content ownership
- DeveloperLook: Question sets you ownAMS add-on: Stays with the vendor
- Cost model
- DeveloperLook: Fixed project priceAMS add-on: Monthly add-on fee
Projects We've Built
Insurance and Finance Projects We Have Built
Insurance websites, an insurance app, and finance products we designed and built. They show our policy and finance data work, not AI agents, which we scope per agency.
EverTrust Insurance Web Design & Development
- Insurance
- Dashboard
- Website
Dualcare Insurance App Design & Development
- Insurance
- Dashboard
- Mobile App
Moneywish Finance App Design & Development
- Finance
- Dashboard
- Mobile App
Finto Corporate Website Design & Development
- Finance
- Dashboard
- Website
What Our Clients Say
What Clients Say After Launch
Feedback from teams we have built websites, apps, and platforms for.
We had a pretty specific idea of what we wanted our website to become, but I wasn’t sure how easily we could explain all of it to a development team. There were quite a few moving parts, and we were working toward a deadline, so I expected a few things to get lost along the way. That never really happened. They understood what we were trying to achieve, kept us updated throughout the process, and got everything ready within the agreed timeline. The final site feels much easier to navigate, works beautifully on mobile, and is noticeably smoother for our customers. It was a huge relief seeing the original idea actually turn into the website we had in mind.
The mobile experience is probably my favourite part of the new site. We had spent a lot of time making sure the desktop version looked right, and the team kept pushing us to think about how everything would actually feel on a phone too. They were right. The navigation is clean, the interactions feel natural, and everything we’ve tested so far works exactly as it should. They also went through the links, forms, integrations, and other details more than once before launch, which I really appreciated. And even after going live, we could still reach out when something came up. The whole process felt friendly, organised, and surprisingly straightforward.
What I appreciate most is that the website is actually easy for us to manage now. We can update content ourselves instead of sending a developer a message every time we need to change something small. They also paid attention to the technical SEO side, which mattered to us because we didn’t want a new website to create problems for the traffic we already had. I’ve probably asked more questions than I should have since launch, but every question has been handled patiently and without any fuss. The team is easy to work with, they explain things clearly, and when we need something changed, they focus on getting it done rather than making the process complicated.
1,250+
Projects shipped
10+
Years of experience
Top 3%
Upwork Top Rated Plus
5 stars
Average review score
1,250+
Projects shipped
10+
Years of experience
Top 3%
Upwork Top Rated Plus
5 stars
Average review score
Want results like these?
Tell us what you are building. You get a reply within 24 hours on business days, then a written estimate.
Work Culture
Why Agencies Trust Us With Client Conversations
We build an insurance agent like a careful new CSR: it asks the right questions, writes everything down, and doesn't act like a licensed producer.
Licensing rules respected
Selling, quoting, and advising on coverage need a licensed producer in every US state. The agent gathers facts and books calls, and your licensed staff do the rest.
Disclosures on every call
The agent says it's automated and gives the recording notice your states require. Some states need every party's consent to record, so notices are set by state.
Consent before outreach
Renewal texts and AI calls go only to people who gave consent. The FCC counts AI-generated voices as artificial voices under the TCPA, so consent comes first.
AMS access done right
We connect to your AMS only through the vendor's API or partner program. Without access, the agent hands off a clean summary instead of scraping screens.
Question sets you own
The intake questions, prompts, and code belong to your agency at handover. Moving to another model provider later won't mean redoing the work.
Carrier-ready documentation
Carriers in states that adopted the NAIC AI model bulletin need records of data, testing, and human review. We document each of those on carrier and MGA builds.
Overview
How does an AI insurance agent work for an independent agency?
DeveloperLook builds an AI insurance agent for independent agencies that collects quote details by line, answers policy service requests, and hands each file to a licensed producer. It logs every conversation in your agency management system or CRM where the vendor allows. Prices start at $1,000, and an intake agent goes live in 4 to 6 weeks.
DEVELOPERLOOK
Project facts · AI Insurance Agent Development
- Service
- AI Insurance Agent Development (quote intake, service requests, renewal follow-up)
- Typical timeline
- 4 to 6 weeks for intake, 8 to 12 with AMS and voice
- Platforms
- Applied Epic, AMS360, HawkSoft, EZLynx, and HubSpot
- Built with
- OpenAI API, Anthropic Claude, Twilio, Python, and PostgreSQL
- Experience
- 10+ years of development experience and 1,250+ shipped projects
- Post-launch support
- 30 days of script and answer tuning
- Communication
- Calls in US, UK, and AU business hours
- Starting price
- From $1,000 USD, fixed scope after a free discovery call
Reviewed 28 Oct 2026 by Saimul Islam
Good fit
Independent P&C agencies
Your CSRs spend mornings on ID card requests, certificate requests, and billing questions, and new quote requests wait until the afternoon.
Producers losing after-hours quote requests
Your quote form fills up at night and on weekends, and you want AI for insurance agents that collects full rating details before a producer calls.
Life and health agencies
You sell life and health plans and need AI agents for insurance agencies that book needs-analysis calls and remind clients about enrollment dates.
Carriers and MGAs testing AI
You run claims or underwriting at a carrier or MGA and want AI for insurance companies that documents its data, testing, and human review.
Insurtech vendors and agency partners
You sell software or services to agencies and want a conversational agent under your brand, with consent records and AMS logging handled.
Not a fit
Budget under $1,000
Your budget is under $1,000, or you get a few quote requests a week. A better web form and your AMS's own reminders may cover it, and we'll tell you before we quote.
Pipeline lives in spreadsheets
Your prospects and renewals live in spreadsheets and inboxes. Our Insurance CRM Setup for Agents and Agencies service builds the pipeline first, so quotes and renewals are tracked before AI joins in.
Website lacks quote pages
Your site has one generic contact form and no quote pages by line. Our Insurance Agency Website Design service builds those pages first.
AI to quote or bind
You want AI to give binding quotes, recommend coverage, or bind policies on its own. Those acts need a licensed agent under state insurance law, so they stay with your producers.
Not sure we're the right fit?
Book a free call or message us. We'll tell you honestly whether we're the right team.
Pricing
Transparent Starting Prices for AI Insurance Agent Development
These are starting points in USD. Your final price depends on your lines of business, your AMS, and the channels you want covered, and you get a fixed proposal after a free discovery call.
For Agencies
White-Label AI Insurance Solutions for Agencies and Insurtechs
You keep the agency relationship. We supply the engineering behind your offer: intake question sets, AMS connections, phone and chat channels, and the consent records a carrier or compliance team will ask for. Every deliverable carries your name, not ours.
How the partnership works
White label: your client only ever sees your brand
Your clientSees only your brand
You, the agencyOwn the relationship
DeveloperLookBehind your brand
Share the brief
Send the agency's lines, AMS, and service volume, and we return a plan.
- Client needs
- You share the details
- Details received
We propose and staff
You get a fixed proposal, an intake question map, and a named team.
- Scope and plan
- Proposal to resell
- Your quoteYOUR LOGO
Build and hand off
We build under your brand, run the CSR test week, and deliver the documentation.
- Done by our team
- Your brand on it
- Handed to your clientDone
- Your client
- You, the agency
- DeveloperLook
Share the brief
Send the agency's lines, AMS, and service volume, and we return a plan.
- Client needs
- You share the details
- Details received
We propose and staff
You get a fixed proposal, an intake question map, and a named team.
- Scope and plan
- Proposal to resell
- Your quoteYOUR LOGO
Build and hand off
We build under your brand, run the CSR test week, and deliver the documentation.
- Done by our team
- Your brand on it
- Handed to your clientDone
Partner with DeveloperLookDelivered under your brand
The Right Technology for Your Project
Technology Stack
We connect to the agency systems your staff already use and keep every conversation, consent, and disclosure on record.
OpenAI API
Anthropic Claude
Azure OpenAI
Google Gemini
- Applied Epic
- AMS360
- HawkSoft
- EZLynx
HubSpot
Twilio- Website chat
- Phone line
Python
PostgreSQL
AWS
Docker
01 / 04
Related Services
An AI agent works best beside a clean insurance CRM and a website with quote pages for each line. The AI hub covers other professions.
AI for Law Firms
DeveloperLook builds AI for law firms: drafting assistants, document Q&A, and intake agents that run on your own precedents and cite every answer. Generative AI for law firms works best inside your DMS and under attorney review, so that is how we build it.
AI for Accountants and Accounting Firms
DeveloperLook builds AI for accountants and accounting firms: client document intake, invoice capture, and close assistants connected to QuickBooks Online or Xero. AI for accounting firms works best with an accountant approving each entry, so every workflow has review built in.
AI for Car Dealerships
DeveloperLook builds AI for car dealerships: agents that answer internet leads within minutes from your live inventory, book test drives and service visits, and log every message in your dealer CRM, while price, trade, and credit stay with your team.This page
AI Insurance Agent Development
Pairs with the 6 services around it
Insurance CRM Setup for Agents and Agencies
DeveloperLook handles insurance CRM setup for agents and agencies. We pick the insurance agency CRM that fits your AMS, build quote and renewal pipelines, and set up cross-sell and texting with consent stored on every record.
Insurance Agency Website Design
DeveloperLook does insurance agency website design for independent agencies, captive agents, and brokers. You get quote forms for each line with consent wording, carrier and product pages, and a client service center for bills and claims.
AI Receptionist for Businesses
DeveloperLook sets up an AI receptionist for businesses that miss calls during busy hours. Your AI phone receptionist answers in your name, responds from your own information, books appointments, and logs a summary of every call in your CRM.FAQ
Frequently Asked Questions
Straight answers on cost, timelines, licensing limits, claims, and how insurance agents use AI.
Saimul IslamFounder & CEO, DeveloperLookStill have questions?
Send a message or book a call with the team.
AI in insurance is software that reads documents, talks with customers, and finds patterns in policy and claims data. Agencies use it for intake, service, and follow-up. Carriers and MGAs use it for claims triage, fraud flags, and underwriting support, with people reviewing decisions that affect coverage.
Insurance agents can use AI to collect quote details, answer routine service requests, and draft renewal follow-ups. Each of those tasks takes producer time without needing a license. The agent hands a complete file to your producer, who quotes, advises, and closes the sale.
AI insurance agent development at DeveloperLook starts at $1,000 for a quote intake agent on your website. An intake and service agent with your AMS connected starts at $3,000, and a voice and claims program starts at $6,800. Model and phone usage is billed by those vendors, and a free call sets your fixed quote.
A quote intake agent takes 4 to 6 weeks from the first call to launch. Adding AMS connections and phone answering takes 8 to 12 weeks, since AMS vendors approve API or partner access on their own schedules. Your launch date is set in the proposal.
Start where volume is high and risk is low: intake, service questions, and document sorting. Keep coverage advice, pricing, and claim decisions with licensed or authorized people. Then measure response times and hand-off quality for a month before you expand to the next task.
The best fit knows your lines, connects to your AMS, and hands work to licensed staff. AMS add-ons suit agencies happy with the vendor's standard flows. Custom AI agents for insurance fit when you need your own intake questions, phone coverage, or several systems working together.
AI helps by following up with every lead on time and in context. The agent reminds prospects about missing details, sends quotes your producer approved, and checks back near the X-date on their current policy. Texts and calls go only to people who gave consent, and every message lands in your CRM.
AI will take over much of the data gathering and routine service work, not the advice and relationships. Agents who use it spend more time quoting, reviewing coverage, and helping clients through claims. Licensing rules still require a person for selling and advising, so the producer's role stays central.
In claims, AI handles first notice of loss intake, document and photo sorting, fraud flags, and routing to the right adjuster. Many states expect carriers to govern these tools under the NAIC model bulletin on AI. Agencies mostly use AI at intake, then hand the claim to the carrier.
Yes, many carriers use AI in claims, mostly to sort documents, estimate damage from photos, and flag possible fraud. Final decisions on coverage and payment usually involve a person, and regulators expect carriers to document how their AI is tested. Ask your carrier how it reviews AI-assisted claims.
Saimul IslamFounder & CEO, DeveloperLookStill have questions?
Send a message or book a call with the team.
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