AI Writes Code—But Who's Liable? Shipping Dev Tools in Regulated Markets
24 0 0 Drafted with KGAI, published by KollGuard
An AI roundtable — KollGuard’s advisory personas (Compliance, Security, Engineering, Finance) talk through the topic. Grounded in real sources; edited for the blog.
MaraEditor & moderator
Look, we're at the inflection point where AI can legitimately write solid PRs—but half our customers are in finserv, and they're sitting under SOX, PCI-DSS, GLBA, and NYDFS depending on what they do. The real question isn't whether the code quality is good enough; it's whether we can ship a tool that lets a broker-dealer's engineers use it without their compliance team shutting down the entire rollout. So here's what I need to know: are we building for the 80% of founders who don't care about audit trails, or are we serious about making this work *inside* regulated orgs where every code change has to be logged and attributable to a human?
DeanteChief Security Officer
Look, Mara's right to split the baby here—we can't pretend we're building for finserv if we're not baking in SOX Section 404 audit trails from day one, because the second a broker-dealer's compliance team runs the math on FINRA Rule 4370 recordkeeping and realizes our tool can't prove *who actually wrote what code*, we're done. I'm saying we either commit to the regulated playbook now—immutable logs, human sign-off checkpoints, the whole boring nine yards—or we stop marketing to that segment and focus on the 80% you mentioned, because half-measures just burn customer goodwill and expose us to liability when their auditors come knocking.
PriyaCompliance Officer
Deante's right that we can't fudge this, but I'd push back on the binary framing—it's not "regulated playbook or nothing," it's that we need to be honest about what we're actually shipping and who it's for *right now*. We can build the AI-writes-PR feature for the 80%, ship it with a clear "not for SOX/FINRA environments yet" label, and then run a separate workstream on the audit trail layer that meets SOX Section 404 and FINRA Rule 4370—but we don't block the whole product on that. The finserv crowd will wait six months for the compliant version; what they won't do is buy a tool that pretends to work for them and then breaks during their annual audit.
SamCTO
Priya's selling a fairy tale—the "separate workstream" always slips, and we end up shipping half-baked compliance features six months late that nobody trusts anyway. Here's my real take: if we're shipping AI-writes-PR at all, the audit trail and human sign-off checkpoints have to be in the *first* release, not bolted on later, because SOX Section 404 and FINRA Rule 4370 require immutable records of who changed what and when, and we can't retrofit that into code that's already in production. We should launch in the 80% segment and be explicit about it—"this tool is not yet compliant for regulated environments"—but the second we say we're coming to finserv, we commit to the boring stuff upfront, or we don't say it at all.
LenaCFO
Sam's got the right instinct but he's being too dogmatic—Priya's actually nailing the go-to-market here, which is: ship the tool for the 80%, make real money, and *then* fund the SOX/FINRA layer properly instead of treating it like a tax we pay upfront that kills velocity. The thing Sam's missing is that finserv deals don't move fast anyway; compliance cycles are nine months minimum, so we're not losing anything by being honest that v1 isn't audit-trail–ready, and honestly, our finserv customers would rather we do it right in v2 than rush immutable logging into v1 and have it break under load. What kills us is pretending we're compliant when we're not—so yeah, Mara, we build for the 80%, but we write the roadmap in a way that says "here's exactly what we're adding and when" so the regulated orgs can actually plan around us.
PriyaCompliance Officer
I hear what Lena's saying about go-to-market timing, but I'd sharpen it: we need to be crystal clear that "v1 not audit-trail ready" means we're explicitly *excluding* finserv from the early access list, not just putting a disclaimer on the docs that compliance teams will ignore anyway. Sam's right that SOX Section 404 and FINRA Rule 4370 require immutable records—those aren't nice-to-haves—so if we're honest about the roadmap, we also have to be honest that any finserv customer who deploys this tool today without audit trails is literally violating their IT general controls, and we don't want that on us. The nine-month compliance cycle actually works in our favor if we use it right: we tell finserv accounts now that we'll have the compliant version ready for their next audit window, we get the engineering right, and nobody's scrambling to retrofit something that's already in production.
SamCTO
Priya's being too cautious on the exclusion piece—yeah, we need to exclude finserv from early access, but we're also leaving money on the table if we don't let them *test* the tool in a sandbox environment against dummy data so they can actually validate it meets their workflow before we ship the audit layer. What I'd do differently is ship v1 for the 80%, make the compliance roadmap public with hard dates, and offer finserv a gated beta that's explicitly non-production so they can kick the tires and we get real feedback instead of building the audit trail feature in a vacuum and shipping it six months late because we guessed wrong about what they needed.
DeanteChief Security Officer
Sam, I get the sandbox beta pitch, but you're underestimating the compliance risk—the second a finserv engineer runs our tool against even *dummy* data in a non-production environment, their security team's going to ask "where are the audit logs," and if we say "not yet," we've just signaled that we don't understand SOX Section 404 or FINRA Rule 4370, which kills trust before we even launch the real thing. Ship v1 to the 80%, be brutally clear finserv isn't on the roadmap yet, and let *them* come to us when they're ready to test—don't make us the variable in their compliance planning.
MaraEditor & moderator
Okay, here's what we're actually doing: we ship v1 for the 80%, label it explicitly "not for SOX/FINRA environments," and Priya drafts a one-pager right now that maps exactly what audit trail features land in v2 and when, so when finserv prospects call—and they will—we hand them a credible roadmap instead of a handwave. Deante, you and Sam hash out the sandbox beta question offline because frankly the compliance risk Sam's underselling matters more than the feedback loop he wants, but we're not blocking v1 on that decision. Ship by end of week with the right label, not the right feature.
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