An independent agency runs on a handful of systems that rarely agree with each other: the agency management system, a comparative rater, carrier portals, a phone system and a shared inbox. Producers sell, account managers service, and CSRs rekey the same driver, vehicle and property details into four places. The work gets done, but much of the day goes to copying, chasing and remembering instead of writing new business or protecting the book you already have.
InTheory acts as your fractional AI and technology lead. We would start with one expensive recurring workflow, such as online quote requests that sit overnight or renewals that reach the account manager too late to remarket, and measure how it runs today. Then we choose the smallest fix that pays back, configure or build it with your team, and check adoption at 90 days. Licensed staff still make every coverage call.
A personal lines quote often means entering the same household into EZLynx or PL Rater, again into carrier portals the rater does not cover, and once more into the management system when it binds. Every re-entry costs minutes and invites a wrong VIN, a missed driver or an old address that only surfaces at claim time.
Carrier download puts renewal offers into the management system, but nobody notices a steep increase on a commercial package until the client calls about the bill. Without a consistent review window well before the effective date, account managers remarket in a rush or not at all, and good accounts quietly move to a direct writer or another agency.
Certificates of insurance, ID cards, mortgagee changes, payment questions and driver adds arrive by phone, email and text. Each is simple, but together they interrupt the account managers who should be handling coverage reviews and claims advocacy. Many agencies cannot say how many requests arrive each week, what type they are or how long each one takes.
Years of duplicate clients, prospects never marked lost, missing X-dates and inconsistent line-of-business codes make reports unreliable. When producers keep their own follow-up spreadsheets, the agency loses the cross-sell and X-date pipeline it already paid to build, and perpetuation planning gets harder because nobody can see the real book with confidence.
We fix one at a time, starting with the one that costs you most. Each page shows the steps, the tools, what stays human and what we would measure.
Reply to web, lead-vendor and referral enquiries within minutes, gather basic rating details up front, and put the request in front of a licensed producer before the prospect has finished filling out three other agencies' forms.
See the workflow →Give every open quote an owner and a next date, send producer-approved reminders, and record why quotes are lost so you learn which carriers, lines and price points actually close.
See the workflow →Review renewals 60 to 120 days out depending on line, flag large increases and coverage changes, and give account managers a short ranked list of accounts that need a call or a remarket.
See the workflow →Pull named insureds, limits, vehicles, locations and claims from dec pages, loss runs and ACORD forms so staff check extracted data instead of retyping it into the rater and management system.
See the workflow →Sort incoming service requests by type and urgency, route certificates, endorsements and billing questions to the right person, and draft routine replies that an account manager checks before sending.
See the workflow →Merge duplicate clients, fix line-of-business and status codes, capture X-dates and agree a few data rules so reports from Applied Epic, AMS360 or HawkSoft reflect the real book.
See the workflow →Keep producer licenses, CE deadlines, E&O documentation, signed coverage rejections and information security records current, with reminders and an audit trail instead of a shared drive of loose files.
See the workflow →Ask clients for a review or referral after moments that went well, such as a smooth claim or a saved renewal, and route any unhappy response to the agency owner first.
See the workflow →How we deliver this: AI automation for small business or fractional CTO leadership, scoped in writing and run over 90 days. See pricing or the sample scope.
We start with what you already pay for. New tools have to earn their place.
Agencies hold driver's license numbers, dates of birth, financial details and sometimes health information, so client data falls under Gramm-Leach-Bliley privacy rules and, in many states, insurance data security laws modeled on NAIC guidance. Texting and automated calling raise TCPA consent questions. Any AI tool should be checked for carrier agreement terms, data retention and where data is stored. We help document these choices; your counsel and E&O carrier advise on what the law requires.
General information, not legal advice.
Defaults are illustrative for insurance agencies (new accounts written per month). Change them to your numbers.
a month in staff time, before any lost sales
Illustration only, not a forecast or guarantee. Recovered staff time becomes a cash saving only if spending actually declines or the time goes into paid work. Tool costs are an assumption; we replace every number here with yours before recommending a scope.
Usually not. Most of an agency's operational value sits in Applied Epic, AMS360, HawkSoft or whatever you run today, and switching is expensive and disruptive. A typical first step is checking which built-in features, such as activities, workflows and download settings, are switched off or used inconsistently. We only recommend new tools where the gap is real and the payback is clear.
We would not set it up that way. Coverage recommendations, binding and anything that could create an E&O exposure stay with licensed staff. AI is useful for the preparation around those decisions: extracting data from documents, summarizing a renewal, or drafting a routine reply or follow-up for a producer to approve. The person with the license reviews before anything reaches the client.
Both, but the workflows differ. Personal lines is mostly about volume and speed, so lead response, rater data entry and service requests matter most. Commercial lines is more about renewal preparation, loss runs, applications and certificates. In the first 30 days we would look at where your team's hours actually go and pick the line of business with the clearest return.
We agree the measures before building anything. For an agency that might be minutes from web lead to first contact, quotes issued per producer per week, retention on the renewals reviewed, or handling time for certificates. We baseline those in the first month and compare at day 90. If the numbers have not moved, we say so and adjust the approach or stop.
InTheory plans run $2,500, $5,000 or $7,000 a month for an initial 90-day engagement, with tools and any major builds budgeted separately and a written scope agreed before kickoff. That is less than a full-time operations or technology hire, and you get senior leadership on one priority workflow rather than a generalist learning agency systems from the beginning.
In 30 minutes we look at one recurring workflow, what it costs you today and whether there is a credible case to improve it. If there is not, we will say so.
30 minutes with Phil or Martin. No technical brief, no pitch deck. Phil or Martin replies personally, usually within one business day.