Patrick Kelly entered financial advice expecting the difficult moment to happen across the table. A prospective client would hesitate. A complicated product would need explaining. Trust would have to be earned. Then the client said yes, and the truly difficult part arrived: the machinery built to deliver what had just been sold.
The application could run to 60 pages. It was completed by hand and sent overnight. A mistake meant returning to the client for another signature and repeating the trip. In 2012, Kelly was working at Northwestern Mutual and later in an independent practice. The big surprise, he has said, was that persuasion was easier than logistics. Buying an annuity or an insurance policy felt nothing like opening a bank account, much less ordering from Amazon.
Most careers contain an indignity we learn to tolerate. Kelly found one he preferred to turn into a company.
A universal form for a particular headache
RepPro began with an appealingly modest proposition: enter information once, then map it to the carrier-specific forms required for whichever product an advisor selected. Kelly described it as the first electronic application platform for fixed and fixed-index annuities in the independent marketing organization business. The phrase is a mouthful because the problem itself lived in a thicket of carriers, distributors, advisors, products and compliance rules.
Being early did not make the work charming. Carriers had to be persuaded. Advisors accustomed to scratching out applications by hand had to change habits. Operations did not always command attention in a field organized around sales. Yet RepPro eventually submitted more than 20,000 annuity applications and signed large carriers including Allianz, Security Benefit, American Equity and North American. Kelly spent seven years building it before selling the business to Annexus in 2018.
“It's like death, taxes, and PDFs. They're going to be here forever.”Patrick Kelly, on the insurance industry's durable document habit
The joke is useful because it reveals the scale of his patience. Kelly does not talk as if old financial infrastructure will disappear after a sufficiently spirited product launch. He talks about collecting data from PDFs, emails, websites and whichever pipes the carriers permit. Modernization, in this telling, is less a clean break than an elaborate act of translation.
The customers who became the competition
After the acquisition, Kelly worked with Annexus and sold technology into independent marketing organizations, the intermediaries connecting carriers with advisors. Those organizations praised technology readily enough. Their budgets told another story. The interface with advisors still leaned on telephone calls, email and spreadsheets, and software was often treated as an expense to contain.
Kelly drew the opposite conclusion. Technology was not a department. It was a horizontal layer that could make sales cleaner, marketing cheaper and operations leaner at the same time. He was effectively studying a future competitive field from inside its vendor meetings.
Signal Advisors emerged from that vantage point in 2020. Kelly co-founded it with Jake Cohen, a venture investor, and Kevin O'Hara, a technical leader. The composition mattered. Kelly observed that many insurance marketing organizations had been founded by groups of marketers or advisors, then staffed in their own image. Signal started with a different mix and made engineering central to the budget.
Signal raised a $6 million seed round in 2020. A $10 million Series A led by General Catalyst followed in 2021. Kelly had history with two of the people around the table. Years earlier, he had pitched Detroit Venture Partners before RepPro was much more than an idea. Cohen and Adrian Fortino both passed. Kelly kept in touch. After RepPro sold, Cohen left venture capital to join him as a co-founder, while Fortino eventually backed Signal through Mercury Fund and joined its board.
The anecdote is tidy only in retrospect. Its practical lesson is less cinematic: a useful rejection can outlive the pitch. Kelly's view of investors is correspondingly long-term. Money may look like the scarce item during a raise, but the relationship matters when the business stops behaving like a handsome chart. He chose people he expected to remain interested during those untidy intervals.
Software for Monday morning
Kelly now describes Signal in three layers. The first is access. Large insurance companies rarely contract directly with each independent advisor, so an intermediary provides access to products. The second is an operating system spanning marketing, expenses, new-business submission and the existing book of policies. The third is working capital, an unfashionable phrase that becomes interesting the moment payroll and marketing invoices arrive before commissions do.
He had lived that mismatch in his own advisory practice. In 2014, the firm was bringing in roughly $40 million a year in new assets across annuities, life insurance and assets under management. It ran four dinner seminars a month and two radio shows a week. As direct-mail response softened, the standard advice was to mail more. The return might justify it, but growth still required cash before the resulting business paid.
Signal's TruePay moves commission payments forward, paying eligible advisors shortly after submission rather than after the standard wait of 30 to 40 days. Pay Later Marketing moves campaign costs backward, arranging for advisors to pay vendors later rather than upfront. Between them sits Kelly's insight that capital is not only an amount. It is also timing.
This is where the familiar “Shopify for financial advisors” shorthand earns its keep. The ambition is not to replace the independent proprietor. It is to give that proprietor the tools, distribution and financing that a larger institution already possesses.
The one click that took five years
Kelly calls the present phase “IMO 4.0.” In his history, the first generation helped advisors get contracted to sell annuities. The second taught increasingly complicated products. The third coached advisors to behave like business owners. Each offered education. Each eventually reached the same Monday-morning limit: knowing a best practice does not create the time, data or staff required to perform it.
The fourth version is supposed to implement the work. Signal's One Click Annual Review makes a good emblem. It aggregates household information across 54 insurance carriers so an advisor can see which policies require attention. The feature took five years to build. Behind its cheerful name are APIs, email feeds, website extraction and AI reading documents. One click, like a stage illusion, depends on considerable activity behind the curtain.
Artificial intelligence has widened what can be translated. Kelly says agents can retrieve information from carrier portals, inboxes and PDFs where clean data feeds do not exist. But he resists efficiency as the first measure of success. His test begins with the user experience. If AI gives the advisor a clearer view and the client a smoother encounter, efficiency follows as a second-order effect.
“You shouldn't use AI to create efficiency. You should use AI to create a better user experience.”Patrick Kelly, Next Mile podcast, 2026
That distinction keeps Signal's technology tied to the original indignity. RepPro was never merely about turning paper into pixels. It was about preventing a client from signing the same mistake twice. Signal is the broader attempt to prevent independent advisors from building their days around institutional delays.
Two marathons down, five to go
Founders love a finish-line metaphor; Kelly has at least earned his. He has completed the Boston and New York marathons and hopes to run all seven Abbott World Marathon Majors. The parallel with his work is almost too convenient, except that insurance technology really does reward the temperament: repetitive effort, unspectacular miles, an acceptance that the route is longer than it appeared at registration.
Asked what he would do differently if beginning again, Kelly has offered patience rather than bravado. He would move more carefully in hiring and be more honest about product-market fit. Founders can persuade themselves that fit has arrived when it is merely flickering. He would wait until it was fully on.
The answer suits a career built in successive passes at the same territory. First the application. Then the distributor. Now the whole operating system around the advisor. Kelly has not escaped the 60-page problem so much as discovered everything hiding behind it: incompatible carriers, delayed commissions, scattered household data, overextended owners and a client wondering why the thing already purchased is still so hard to receive.
There are grander problems in finance, and certainly more photogenic ones. Kelly chose paperwork. Paperwork, in return, turned out to contain an industry.