The opening months of 2026 have sent a clear message to financial services firms: regulatory momentum is not letting up. As artificial intelligence becomes further embedded in day-to-day operations, enforcement priorities continue to shift, and scrutiny around complex financial products intensifies, firms are navigating an environment that offers little room for error.
According to Red Oak, those that come out ahead will not merely be keeping pace with change — they will be anticipating it.
AI governance isn’t optional
AI is already woven into the fabric of most organisations, often without any deliberate planning. And that is precisely where the risk lies. It is not the technology itself that should concern compliance teams — it is the absence of visibility and control over how it is being used.
Regulators are not waiting for dedicated AI legislation before acting. They are already applying existing frameworks covering supervision, data protection, and risk management to AI-related activity. Firms need to do the same.
The starting point is awareness. If a firm does not have a clear picture of which tools are in use — particularly those bundled into third-party vendor platforms — governance becomes impossible. From there, firms should build formal oversight structures with cross-functional representation and documented policies.
But policy documents alone will not be sufficient. The greater threat is not sanctioned AI use — it is the unsanctioned kind. Employees cutting corners, feeding sensitive data into public-facing tools, moving faster than internal controls can follow. Addressing that risk requires a shift in culture. Training, clear accountability, and ongoing awareness programmes are what transform a governance framework from paper into practice.
Books and records: the ambiguity is real
Pose the question of what firms should be retaining in relation to AI workflows to a room of compliance officers, and the answers will vary widely. That is not a reflection of poor practice — it is a consequence of rules that have not yet caught up with the technology.
The SEC has not issued definitive guidance on the matter, and FINRA is still developing its position. In the interim, firms are left to interpret how longstanding record-keeping obligations apply to entirely new ways of working.
The most sensible approach is a practical one. Firms should begin with what is clearly required — communications, customer interactions, and distributed content — and build on that foundation by capturing what is needed to demonstrate adequate supervision.
That is where regulatory attention is increasingly focused: not simply on what was retained, but on whether a firm can demonstrate it was in control. That means logging prompts, capturing outputs, and tracking how tools are used on an ongoing basis. It also means being able to provide a coherent account of all of the above when asked.
Uncertainty does not lower expectations — if anything, it raises them.
Enforcement is changing — and strategy matters more than ever
Enforcement in 2026 is becoming more targeted and more deliberate. The SEC is concentrating its efforts on cases with a clear and demonstrable impact on investors and markets, while FINRA is working towards a more transparent process. Both bodies are signalling that cooperation is not merely welcomed — it can materially influence outcomes.
This requires firms to rethink how they approach regulatory risk. The old calculus — whether regulators would discover a problem — has been replaced by a more consequential question: what happens if the firm discloses it first?
Self-reporting, proactive remediation, and early engagement with regulators can now significantly alter the direction of an enforcement action. However, this only works when firms have robust internal controls, clear escalation processes, and the confidence to act decisively and early.
Individual accountability is also rising up the agenda. Managers and supervisors face greater scrutiny than before, and enforcement actions are increasingly naming individuals alongside institutions. Compliance is no longer purely an organisational matter — it has become a personal one.
Alternative investments: higher risk, higher expectations
Alternative investments are reaching a broader base of retail investors, and with that accessibility comes a heightened standard of care for the firms recommending them. These products are complex, often illiquid, and frequently lack transparency. Regulators have been explicit: that complexity does not transfer risk to the client — it amplifies the firm’s responsibility.
Due diligence must go further. Documentation must be more rigorous. And an over-reliance on third-party assessments will not be accepted as sufficient.
Firms need to show their work. That means recording how investments were evaluated, how conflicts of interest were identified and managed, and why a given recommendation was genuinely in the best interests of the client — and doing so as part of the process, not retrospectively. When regulators come knocking, the question will not simply be what a firm did. It will be what that firm can prove.
The bottom line
Regulatory pressure in 2026 is not simply a compliance challenge — it is a test of capability. Firms that treat governance, documentation, and supervision as strategic functions, rather than box-ticking exercises, will be better placed to move quickly, adapt to change, and build lasting trust with clients and regulators alike.
AI is not decelerating. Enforcement is not softening. And alternative investments are not getting any less complex. The advantage belongs to firms that are prepared for all three.
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