Bob Conerly and the Quiet Arithmetic of Paying as You Go

Insurance loves an estimate because an estimate arrives on time. Reality is less punctual. A restaurant adds a shift. A contractor wins a job. A shop trims hours after a slow month. Payroll swells and contracts, yet the workers' compensation premium built at the start of the policy year can remain serenely fixed until an audit turns up to settle the argument.

Bob Conerly has spent the last dozen years in that argument. As chief executive of SmartPay, the New Haven software company, he leads a business designed to make premiums move with actual payroll and other changing exposures. The customer pays in smaller increments as work is reported. The carrier receives a calculation tied to what happened, rather than what everyone once hoped might happen. The concept is called pay-as-you-go, which sounds pleasantly obvious. Like most obvious ideas in insurance, it requires a considerable machine behind the curtain.

Conerly did not arrive as an insurance lifer or as the founding prophet of a clever app. He arrived as a finance operator. He had already spent about three decades watching capital pass through organizations where mistakes were expensive and patience was not infinite: public accounting, multinational pharmaceuticals and venture-backed biotechnology. The route matters. SmartPay's product may be software, but its daily subject is money in motion.

First, learn where the money goes

Conerly studied business at the University of Missouri-Columbia, earning a bachelor's degree and then an MBA in 1982. He went from there to PwC, beginning a 13-year stretch in accounting and rising to senior manager. In 1995 he joined Astra USA as director of finance. Later came an Asia controller role at Astra AB, then business performance work at AstraZeneca. The map of his career widened from St. Louis and Boston to Sweden and London, but the recurring assignment stayed familiar: understand the system, explain the variance, and decide what the numbers permit.

In 2001, Conerly became chief financial officer at Pharmion. The following year he took the CFO job at Rib-X Pharmaceuticals, the New Haven biotechnology company later known as Melinta Therapeutics. He remained for roughly eleven years. These were not sleepy ledger posts. Early-stage drug companies consume capital long before a product can produce much of it. A CFO in that setting lives among fundraising rounds, development milestones, strategic agreements and the relentless calendar of cash.

That background made Conerly a logical hire when SmartPay raised a $1.4 million Series A round in 2014. He joined as chief financial officer, with operating responsibility as well. By November, he was CEO. It was a brisk promotion, even by startup standards: the person hired to mind the financial engine was soon handed the keys.

“We strive to be true, strategic partners.”Bob Conerly on SmartPay's approach to customers

A useful company meets an awkward bill

SmartPay itself began in 2010, when an insurance agency's billing technology became more interesting to customers than the agency wrapped around it. The founders sold the agency and concentrated on the software. The opportunity lay in a familiar small-business irritation: workers' compensation premiums were generally estimated in advance, while payroll behaved like payroll. At the end of a policy period, an audit reconciled the two. Sometimes the reconciliation was small. Sometimes it was the sort of envelope one opens while seated.

PayGo replaces the annual wager with a series of smaller reckonings. Current data comes in from payroll companies or policyholders. SmartPay matches it to policy details and classifications, calculates the premium for the period, and coordinates the payment. This can improve cash-flow timing and reduce the size of an audit adjustment. It also asks SmartPay to occupy a rather crowded middle. Insurance providers, agents, payroll firms and policyholders all touch the transaction, and each has its own systems, habits and anxieties.

Conerly's stated ambition is to make SmartPay an extension of those partners' businesses. The phrase is revealing. It rejects the fantasy that software can hover above the industry it serves. Payroll files have formats. Carriers have rules. Agents have client relationships. Policyholders have Monday-morning questions. A platform succeeds here by fitting into the work without becoming another piece of work.

The year the spreadsheet became testimony

In February 2015, only a few months into the CEO job, Conerly went before the Connecticut General Assembly's Commerce Committee. He supported an expansion of the state's Insurance Reinvestment Fund tax-credit program. SmartPay, he explained, had needed working capital that traditional financing would not provide. An investment arranged with Stonehenge Capital had allowed the company to create and retain 12 Connecticut jobs.

It was a finance executive's case for public policy: specific input, specific result. Capital was not treated as a trophy. It was oxygen, and Conerly could count the people breathing it. SmartPay would later move from outside capital back into private ownership, with Conerly at the helm. The sequence suggests neither romance nor dogma about financing. Money has a job. The useful question is whether it performs.

By 2021, SmartPay had more than 10,000 businesses on its platform. The company said roughly $14 billion in payroll data crossed its systems. That year provided a severe demonstration of why variable billing mattered: staffing levels lurched through layoffs, furloughs, rehiring and interrupted reopenings. A premium tied to a January forecast could become an antique by April. SmartPay's software could adjust as the underlying payroll changed.

Scale, without the confetti cannon

SmartPay's current numbers show what happened next. The company reports more than 90 insurance providers and programs, more than 5,700 agents, more than 450 payroll companies and more than 40,000 active policyholders. It says more than $125 billion in payroll and other exposures are reported annually. The old annual estimate has been replaced by a national lattice of frequent, comparatively small exchanges.

Those figures describe a software company, but they also describe a diplomatic service. Every added participant creates more possible connections and more places for a field, classification or payment to go astray. The work rewards an executive who has spent a career translating between accountants, scientists, investors and operating teams. Conerly's résumé is broad, but its center is translation.

His public comments tend to return to customers and partnerships. In a SmartPay introduction, he said the company's passion was the customer experience. This is not a decorative concern in premium billing. A beautiful interface cannot redeem a wrong calculation, and a correct calculation delivered without context can still cause alarm. The product is partly mathematical and partly emotional: accuracy creates calm.

The long ride and the short cycle

There is one conspicuous pursuit outside the balance sheet. Conerly is an avid cyclist and a longtime participant in the Pan-Mass Challenge. SmartPay said that his 2023 event would be his twentieth and that he had raised more than $380,000 through those rides. Twenty starts reveal more than one dramatic finish ever could. They suggest a fondness for cadence, preparation and the voluntary discomfort of doing the same hard thing again.

The comparison with operations is tempting because it is also fair. Pay-as-you-go billing takes a large annual uncertainty and breaks it into a recurring cycle. Endurance riding does much the same with distance. The horizon can be alarming; the next turn of the pedals is manageable. Conerly's professional product and personal pastime share an affection for increments. Neither rewards a grand speech as reliably as preparation, repetition and a good sense of what remains in the tank.

That may be the cleanest way to understand his career. It is not a tale of a finance person abandoning numbers for entrepreneurship. The numbers were always about operations: which experiment could continue, which job could be retained, which payment belonged to which week. At SmartPay, that habit became visible to thousands of businesses. The bill follows the work. The premium follows the payroll. The company advances by another reporting period.

Insurance will probably never be mistaken for theatre, and premium billing is unlikely to demand an encore. Conerly's contribution is quieter. He has helped make a stubborn obligation behave more like the business that owes it: variable, current and legible. It is arithmetic with good manners.