Comparison · AI Governance
AI Governance: Self-Serve Software vs. a Managed Program
Regulated firms are adopting AI tools faster than their compliance programs can absorb them. Staff use AI to draft marketing, summarize client conversations, research positions, and triage email — often before anyone has asked whether those tools touch client data, whether their outputs are substantiated, or whether their use is supervised. The result is a governance gap that examiners have started to probe.
Two kinds of solutions promise to close it: self-serve AI governance software you configure and run yourself, and a managed governance program where the monitoring, rule mapping, and evidence are handled for you. This comparison explains the trade-off and where each fits.
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Self-serve AI governance software
Self-serve software gives you a platform to inventory AI tools, set policies, and track usage. For a firm with a mature internal compliance and security function and the time to operate it, this can work well. You keep full control and configure the system to your environment.
The cost is operational. Someone has to own it: keep the tool inventory current, interpret how each AI use maps to SEC, FINRA, or HIPAA obligations, review the alerts, and assemble the evidence for an exam. In lean firms that person does not exist, and the software becomes a dashboard no one is accountable for.
- Full control and configuration in your own hands
- Best fit for firms with a staffed compliance and security function
- Requires an internal owner for inventory, mapping, and evidence
- Risk of becoming an unwatched dashboard in lean firms
A managed governance program
A managed program treats AI governance as an outcome rather than a tool you operate. The monitoring runs continuously, AI use is mapped to the specific rules your firm answers to, and the evidence trail is maintained for you, so the deliverable is readiness rather than another screen to check.
This is the better fit for firms that need the governance outcome without hiring a dedicated team to run software. It also scales judgment: the mapping from a given AI use to the rule that governs it is done by people who do this across many regulated firms, not left to an overstretched generalist.
- Continuous monitoring and evidence delivered as an outcome
- AI use mapped to SEC, FINRA, and HIPAA obligations for you
- Best fit for firms without a dedicated compliance-tech team
- Judgment applied by specialists, not left to a generalist
How Centience approaches it
Centience delivers AI governance as a continuous program, not a tool you are left to run alone. It tracks the AI tools in use, whether each touches client data, whether its outputs move through review and substantiation, and whether its use is supervised — and it keeps the evidence trail an examiner would ask for.
The free Governance Score is the fastest way to see your AI exposure. It shows where AI tools are outrunning your policies, where client data may be flowing into ungoverned systems, and where your supervision and substantiation workflows have gaps.
FAQ
Frequently Asked Questions
Do regulators actually examine AI use?+
Increasingly, yes. When AI touches client data, marketing claims, or supervised communications, its use falls within existing obligations like Regulation S-P, the Marketing Rule, supervision rules, and HIPAA. Examiners ask how the firm governs it, not whether it uses AI.
Is software or a managed program better for a small firm?+
For most small and lean firms, a managed program fits better because it delivers the governance outcome without requiring a dedicated internal owner to operate software day to day. Firms with a staffed compliance-technology function may prefer self-serve control.
Can Centience govern AI tools we have already adopted?+
Yes. Part of the work is surfacing the AI tools already in use, determining which touch client data, and bringing them under your policies, agreements, and supervision, with an evidence trail — rather than assuming the inventory is complete.
Where should we start?+
Start with the free Governance Score. It highlights your AI governance gaps alongside the rest of your program and returns a prioritized view of what to close first.
See where AI is outrunning your compliance program.
The free Governance Score gives you a 0–100 readiness score, a peer benchmark, and your priority gaps mapped to the rules that matter.
Get Your Free Governance ScoreOr call (877) 945-7177