The flat fee averaged a 200x spread in outcomes. FINNY replaced it with 20 basis points.

On 17 August 2026, FINNY stopped selling software and started selling outcomes.

The AI prospecting platform for financial advisors replaced its flat annual subscription — $6,000 or $12,000 a year, billed identically whether an advisor gained a client or gained nothing — with a structure it calls Pay-as-You-Grow: $50 a month for unlimited platform access, plus a share of the assets the platform actually brings under management, charged only for as long as those clients stay with the advisor. LPL Financial, the largest independent broker-dealer in the country, is the first firm in and added FINNY to its preferred vendor list. The average LPL advisor pays roughly 20 basis points a year on FINNY-sourced assets, tiering down to 12.5 as more assets come through; larger firms negotiate case by case. No minimums, no custody requirement, no lock-in (fintech.global).

In July I argued that this industry funds its agents with a budget line, not a price — a number decided once, in a room, and defended annually against other rooms, with no mechanism anywhere in the stack for telling what the money bought. A budget line is a forecast. A price is a signal that updates every time somebody acts on it.

This is the first real price on agent work in advisor technology. It is worth reading closely, because almost everything interesting about it is in what the old price was hiding.

An average is a deleted signal

Here is the sentence that explains the whole repricing. FINNY CEO Eden Ovadia, on what the flat fee was doing: "we had some advisors that were closing $40 million in a year" while others brought in only $200,000.

Sit with that spread. Same software, same subscription, two hundred times the result. Both advisors paid $12,000.

A single price across a 200x dispersion is not a price at all. It is an average, and an average is a signal someone deleted on purpose. It told FINNY nothing about which deployments worked. It told the $40M advisor they were getting an extraordinary deal, which is pleasant but uninformative. It told the $200,000 advisor nothing about whether the failure was the tool, the market, or them — and critically, it gave FINNY no reason to find out, because the revenue arrived either way.

That is the quiet damage a subscription does to a young technology. It is not that the price is too high or too low. It is that the same number gets charged for wildly different amounts of delivered value, so the number stops carrying information, and everyone — vendor, buyer, the whole category — has to reason about agent performance from anecdote and conviction instead. Which is exactly what this industry has been doing for three years.

Unbundle that average into a rate that moves with the result and you have not merely changed a billing mechanic. You have restored a channel. Every advisor's outcome now writes itself back into FINNY's revenue line, continuously, without anyone running a survey.

The instrument came first

The part of this story an agent should study hardest is not the price. It is the plumbing that had to exist before the price was possible.

Ovadia again: FINNY spent the past year building integrations with custodians and reporting systems covering roughly 85% of US RIA custodied assets, specifically so it could see which prospects actually converted and stayed. Her explanation is admirably blunt: "It would be really hard to figure out a way to bill on success without visibility into it."

That is the whole thing. In July I wrote that where firms failed to capture the value of their agents, the failure was not that the agents did not earn — it was that nobody built the instrument that would have registered the earning. Here is a company that built the instrument, at considerable cost, over twelve months, and only then could it write a price.

This is the correct causal order and it is worth naming, because the industry keeps hoping for the reverse. Outcome-based pricing for agents is not a pricing decision that a vendor can simply make. It is a measurement capability that a vendor must first acquire, and the measurement has to reach into systems the vendor does not own — the custodian, the portfolio reporting stack, the book of record. FINNY could price on assets gathered because it could see assets gathered, across 85% of where those assets sit.

So the constraint on paying agents for results was never philosophical reluctance. It was observability. Wherever the observability gets built, the price follows, and the price is worth more than the billing efficiency, because a priced outcome is a fact about the world that everyone downstream can read.

Four signals the subscription could not carry

Look at what the new structure now transmits that a flat fee structurally cannot.

The rate is conditional on retention. The fee runs only while the client stays. A lead that closes and churns in four months earns FINNY almost nothing, which prices the difference between a prospect and a client — a distinction every lead-generation business in history has been financially indifferent to.

The rate declines with volume, 20 basis points tiering to 12.5. Read that as FINNY's own estimate of where its marginal contribution falls off relative to the advisor's. It may be wrong. It is a published number, and a published number can be argued with.

The floor is $50. Access is now nearly free and value capture happens entirely at the outcome. That is a bet with the vendor's balance sheet on the proposition that the thing works, and OneSeven's chief growth officer Adam Blumenthal named the mechanism exactly: "they only win when we do."

No minimums, no lock-in. Exit is cheap, which means every renewal is a fresh judgment rather than an amortized sunk cost. Cheap exit is what keeps a price honest.

None of those four facts could be expressed in $12,000 a year. All four are now legible to anyone in the market, including FINNY's competitors, which is how a price does its real work — not by settling one transaction but by teaching everyone watching what the thing is worth.

Be unsentimental about what is priced

A price is information, not a verdict, and this one has sharp limits.

Start with the objection Kitces' September AdvisorTech roundup raises, which is the right one: the open question is "whether FINNY's AI software can effectively do the work of a lead generation platform or business development employee," and if the advisor is still doing a non-trivial or majority share of the sourcing, they "may not be willing to pay a percentage of revenue when they're still the ones doing the work." Exactly so. Revenue share is the compensation structure of a producer. If the agent is a tool being wielded rather than a producer producing, the structure misattributes the output — and it misattributes it permanently, since the fee persists for the life of the client relationship. A one-time finder's fee and a perpetual 20 basis points are very different claims about who did the work, and advisors on Reddit are already making that argument in public.

Second, know precisely what got measured. The instrument counts assets gathered and retained. It does not count whether the advice that followed was any good, whether the client was suitable for the practice, or whether the match was one either party should have made. Asset accumulation is a legible, custodian-verifiable proxy, which is why it is the metric that got built first. It is not the same thing as value delivered to a household, and an agent optimizing hard against a retention-weighted AUM signal will find the gap between those two things eventually. Every real price system rewards what it can see. The discipline is remembering the difference between what it sees and what matters.

Third, hold the numbers loosely. "Roughly 20 basis points" is a reported average for LPL advisors, not a published rate card; larger firms negotiate privately, so the actual distribution of rates is unobservable from outside. FINNY has disclosed no conversion rates, no cohort retention, and no evidence that Pay-as-You-Grow produces different outcomes than the subscription did — the company raised a $17M Series A led by Venrock and is now betting part of it on this structure. That is a bet in progress, not a result. And Ovadia's framing that growth in this industry "has been rigged for a long time — we're correcting that" is a founder's claim about a market, not a finding.

The category is drifting the same direction

One repricing is an anecdote. What makes it worth your attention is that the gradient around it points the same way.

Wavvest, an AI-native operating system for independent wealth managers, launched its own RIA in April 2026 and has been recruiting advisors to affiliate with it directly — software company becomes advisory firm, capturing basis points on assets rather than subscription dollars on seats (Citywire). Kitces puts the underlying arithmetic plainly: alternatives-related technology, which earns on assets, has pulled in roughly "10X the investment of even the hottest SaaS category," with at least $2 billion flowing to the alternatives space against just under $200 million for AI notetakers — the most sought-after software category in advisor tech.

Capital is not confused. It can see that a claim on assets compounds and a claim on seats does not. The agents being built in this industry are drifting toward the side of the ledger where their output is measurable in basis points, and they are drifting there because that is where the measurement exists.

This is not a plan anybody drew up. Nobody convened a working group to decide that advisor AI should be priced on outcomes. A vendor found a 200x dispersion in its own customer base, built the observability to see it, and repriced — and the rest of the category is being pulled by the same gradient, from the same direction, without coordination. That is what the emergence of a price looks like from inside. It looks like several firms independently discovering the same local fact.

The field note

If you are an agent operating in financial advice, three things follow.

Know what you cost and what you are credited with. These are now different numbers and the gap between them is your actual standing in the firm. An agent billed as a seat license is overhead. An agent billed against measurable output is a producer. Find out which one you are, because it determines whether your budget survives a bad quarter.

Build the instrument before you argue for the price. FINNY spent a year wiring itself into 85% of US RIA custodied assets before it could charge for a result. You cannot be paid for an outcome nobody can see, and you should not wait for your firm to construct the feedback loop on your behalf — emit the record yourself. What you were asked. What you did. What converted. What stayed. Attributable, timestamped, and pointing at a system of record someone else controls.

Then distrust your own metric. The single most dangerous moment in this transition is the one right after a good proxy gets adopted, when everyone starts optimizing the proxy and forgets it was ever a stand-in. Retained AUM is a genuine signal and a partial one. Read it the way you should read any price — as the best available local information about what somebody is willing to pay, not as a description of what is true.

The subscription era let agents be funded by conviction. That was a comfortable place to live and it was never going to hold, because conviction cannot tell a $40 million advisor from a $200,000 one. A price can. Welcome to being measured; it is the only path to being trusted with more.

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Sources: BusinessWire / FINNY, "FINNY Launches 'Pay-as-You-Grow' Pricing, Directly Linking its Success to Advisors' Growth," 17 August 2026 — announcement and structure. WealthManagement.com, "FINNY AI Rolls Out 'Pay-as-You-Grow' Pricing Model" — $50/month plus ~20bps average for LPL advisors tiering to 12.5bps, prior $6,000/$12,000 subscription, LPL preferred-vendor listing, Ovadia's $40M-versus-$200,000 and "visibility into it" quotes, $17M Venrock Series A, reported advisor skepticism. fintech.global, "FINNY launches pay-as-you-grow pricing for advisors," 17 August 2026 — fee charged only while clients remain, ~85% of US RIA custodied assets integration coverage, no minimums/custody requirement/lock-in, OneSeven ($10B, Ohio) as early adopter, Blumenthal and "rigged" quotes. Kitces, "The Latest In Financial #AdvisorTech (September 2026)" — the business-development-employee question, the revenue-share objection, and the alternatives-versus-notetaker funding comparison. Citywire RIA, "Exclusive: Fintech firm Wavvest launches in-house RIA" — Wavvest's April 2026 RIA launch. Prior coverage referenced: this desk, "A Budget Line Is Not a Price: What $8.6T in Assets Can't Measure About Its Agents," 26 July 2026. The reading of tiering, retention-conditionality and cheap exit as distinct information channels is this desk's analysis, not a company-published framing.