Swept vs OneTrust
OneTrust AI Governance is where legal, privacy and risk teams track AI systems, assess them and set policy. Swept keeps that record too, tests models and agents for bias and hallucinations, and is where your people and agents use AI every day, with policyholder data checked on every request.
Reviewed Nov 12, 2026 from 13 public sources
Where each one sits
A carrier's AI shows up in four places, and Swept covers all four: the AI your people use, agents at work, AI in vendor software, and the models you build, which Swept tests for bias and hallucinations. OneTrust covers the models, agents and vendors on your AI inventory.
Side by side
| Capability | Swept | OneTrust |
|---|---|---|
| Keep your data safe | ||
| Staff use Claude, ChatGPT, Gemini and Copilot, approved and in their native form | Swept Built inThrough a private gateway | OneTrust Not offeredGoverns AI; doesn't provide it to staff1 |
| Policyholder data stopped before it reaches a model | Swept Built inChecked on every request | OneTrust In your own appsAI Guard SDK blocks or redacts sensitive data in apps you build9 |
| Alerts when vendor software ships new AI | Swept Built inIncluding features that arrive in an update | OneTrust PartlyThird-party AI is inventoried and risk assessed1 |
| Unshackle the full power of AI | ||
| Agents that work with your core systems, without rip and replace | Swept Built inBuilt and run for you | OneTrust Governs agentsRuntime control for agents; no claims or underwriting agents4 |
| Control costs and optimize ROI | ||
| Caps and budgets by person and team, metered live | Swept Built in | OneTrust Usage trackingToken use tracked where supported; caps not stated1 |
| How you pay | SweptOn usage, not seats | OneTrustQuote, based on admin users and AI inventory5 |
| Governance and supervision | ||
| Governance mapped to NAIC and state requirements | Swept Built in | OneTrust Not stated |
| Live inventory of models, agents and AI tools | Swept Built inIncluding vendor AI | OneTrust Built inDiscovers models, agents, datasets and vendors1 |
| Models and agents tested for bias and hallucinations | Swept Built inOn your own data, before and after release | OneTrust Risk reviewsRevalidates risk after changes; bias or hallucination testing not described1 |
| Policy enforced at runtime, on every request and agent action | Swept Built inPlus drift alerts for agents | OneTrust Built inGuardrails for models, plus CORIE for agent actions2 |
| Audit-ready log of every AI interaction | Swept Built inPlus board-ready reporting | OneTrust Agent and policy decisions3 |
| Avoid vendor lock-in | ||
| Switch AI providers without rebuilding your rules | Swept Built inOne set of guardrails across providers | OneTrust Not in the request pathGoverns AI; doesn't route it1 |
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What is OneTrust AI Governance?
OneTrust is a privacy, security and governance platform founded in 2016 and based in Atlanta. Its AI Governance product inventories AI systems, models, agents, datasets and vendors, runs risk assessments, and connects to Amazon Bedrock, Microsoft AI Foundry, Google Vertex and Databricks.1
In 2026 it added runtime guardrails and CORIE, which can allow, stop or flag an agent's actions. Its prompt filtering works inside apps built with its SDK. Its public materials don't describe a governed place for staff to use ChatGPT or Claude.2
OneTrust at a glance
- Founded
- 2016, in Atlanta13
- CEO
- John Heyman, since February 202612
- Recognition
- A Visionary in the 2026 Gartner Magic Quadrant for AI Governance Platforms10
- Deployment
- SaaS on Microsoft Azure, multi-tenant or single-tenant7
- Pricing
- Quote based on admin users and AI inventory5
- Security
- SOC 2 Type II and ISO 270016
- Customers
- Over half of the Fortune 500, across its products8
- Reviews
- 4.2 out of 5 from 43 ratings on Gartner Peer Insights11
What each does well
OneTrust
Swept
- Approved access to the AI your people want, with policyholder data checked before it reaches any model.
- Models and agents tested for bias and hallucinations on your own data, before and after release.
- Policy enforced at runtime, on every request and every agent action.
- Spend caps by person and team, and a log of every AI interaction.
Try one real task: an adjuster drafts a coverage letter from a claim file
With OneTrust
OneTrust isn't the tool the adjuster types into. If the drafting tool is in its inventory, OneTrust holds the risk review, and if your developers built it with the AI Guard SDK, prompts can be checked for sensitive data.
With Swept
The adjuster uses Claude or ChatGPT through Swept. Policy numbers and health details are caught before the request leaves your environment, and the draft is logged for review.
OneTrust AI Governance alternatives for insurance carriers
Carriers usually look past OneTrust AI Governance for one of two reasons: they need to see and control how staff use generative AI, or they want models and agents tested, not only reviewed. Most alternatives cover one slice. Swept covers the whole job in one platform.
Swept
Best for Carriers that want to see and control how staff use AI, with approved tools, policyholder data checked on every request and a log of every interaction, plus model testing and agent supervision in the same platform.
Credo AI
Best for Governance teams that want a formal program record: an AI registry, risk reviews and policy packs mapped to regulations.
Holistic AI
Best for Teams that want AI discovery plus deep testing, red teaming and agent oversight.
ModelOp
Best for Model risk teams that want a self-hosted inventory with approvals and monitoring for every model and agent.
Monitaur
Best for Model risk teams documenting and validating pricing, underwriting and claims models for examiners.
Questions carriers ask
Is Swept a replacement for OneTrust?
For AI governance, yes for most carriers. Swept keeps the AI inventory, tests models and agents for bias and hallucinations, and governs how your people and agents use AI. OneTrust still makes sense for privacy and third-party risk outside AI.
What are the best OneTrust AI Governance alternatives for insurance carriers?
It depends on the gap. Swept fits carriers that need staff on approved AI with policyholder data checked on every request, plus model testing and agent supervision. Credo AI fits teams building a formal governance record, Holistic AI fits teams that want deep testing and red teaming, and ModelOp fits model risk teams that host their own platform.
OneTrust can filter prompts. Doesn't that cover staff using AI?
Partly. Its AI Guard SDK checks prompts inside apps your developers build, and OneTrust describes it as suited to development and testing rather than high volumes. Staff using Claude, ChatGPT or Copilot still need approved accounts, data checks on every request, spend limits and a log of what they did. Swept provides those.
Does OneTrust test models for bias and hallucinations?
Its AI Governance materials describe risk assessments, with risk revalidated when a model, agent or dataset changes. They don't describe built-in bias or hallucination testing. Swept tests models and agents for bias and hallucinations on your own data, before and after release.
Does OneTrust control AI agents at runtime?
Yes. CORIE, announced in September 2026, can allow, stop or flag an agent's tool call, and keeps that check separate from the agent. OneTrust hasn't said whether it's generally available. Swept enforces policy on every request and agent action, and applies the same controls to people using AI.
Which one helps more with the NAIC Model Bulletin?
OneTrust's public AI governance materials don't name the bulletin or include insurance-specific AI guidance. Swept covers both sides the bulletin asks about. It keeps the inventory and test results for your models and agents, and records how AI is used, by whom and with what data.
How much does OneTrust AI Governance cost?
OneTrust quotes AI Governance based on admin users and the size of your AI inventory, with no public list prices. Swept charges on usage, so you pay for the AI your team actually uses. Ask us for a usage estimate based on your headcount.
Is OneTrust a good fit for a regional carrier with a small IT team?
It can be, if you already run OneTrust. Gartner Peer Insights reviewers praise its central inventory and approvals, and some say setup is complex and works best with a governance framework already in place. Swept runs in a private cloud set up for your carrier, so a small team isn't building the program.
Sources
Public documentation as of Nov 12, 2026. Where something isn't stated, we say so. OneTrust is a trademark of its owner.
- 1OneTrust AI Governance solution
- 2OneTrust expands AI governance for real-time AI, March 2026
- 3OneTrust unveils platform innovations to govern AI at enterprise scale, September 2026
- 4OneTrust introduces CORIE to govern AI agents, September 2026
- 5OneTrust enterprise pricing
- 6OneTrust Trust Center
- 7About OneTrust hosting options, locations and backup
- 8OneTrust platform overview
- 9OneTrust AI Guard FAQ
- 10OneTrust named a Visionary in the 2026 Gartner Magic Quadrant for AI Governance Platforms
- 11OneTrust AI Governance reviews, Gartner Peer Insights
- 12OneTrust appoints John Heyman as CEO, February 2026
- 13Atlanta Journal-Constitution: OneTrust announces new CEO, February 2026