AccuroAI
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Industry · Insurance

AI security for carriers & brokers.

Adjusters, underwriters and brokers paste claim files and policyholder data into AI to work faster. AccuroAI redacts SSNs and account numbers inline, reads scanned medical records with OCR before they reach personal AI, and keeps your licensed tool working.

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  • Under 38 ms p99 inline redaction
  • 40+ data classifiers
  • 1,400+ AI tools recognized

What breaks today at carriers, MGAs and brokers.

  1. Claim files are one paste away

    An adjuster pastes a claim file with the policyholder SSN and bank account into a personal chatbot to draft a letter faster. Nobody in security sees it happen.

  2. Medical records arrive as scans

    Attending physician statements, disability claim forms and workers’ comp medical bills arrive as scanned PDFs and photos. Text-only controls miss them when an underwriter drags the file into an AI chat.

  3. Regulators now ask about AI

    The NAIC Model Bulletin expects insurers to keep a written program for their use of AI systems, covering governance, risk management and third-party AI. A policy PDF does not show which AI tools are actually in use.

01

Keep claim files and medical records out of personal AI

Uploads of claim files, application documents and scanned medical records that contain sensitive data are blocked on their way to personal or unapproved AI, and pasted SSNs and account numbers are redacted in the prompt. The same work goes through to the licensed tool on the company identity, so adjusters and underwriters keep the speed.

  • SSNs, card and account numbers, email addresses and medical record numbers redacted inline, in 40+ languages
  • OCR reads text inside scanned physician statements, checks and screenshots
  • Uploads blocked to personal accounts while the licensed tool keeps working
  • Every block logged with the user, the app and the findings, such as an SSN on line 3
Prompt DLPBrowser shield

02

Find the AI tools adjusters, underwriters and brokers already use

Discovery keeps a live list of the AI tools and SaaS apps your people open, with the signed-in account and plan. An AI notetaker a broker signed up for shows up as a high-risk app that needs review, before client lists and call notes pile up in it.

  • 1,400+ AI tools recognized in the browser and on managed devices
  • Personal or business account and plan for each tool
  • SaaS apps scored 0 to 100, with the high-risk apps that need review
  • Insights name the riskiest PII category, app and user
Shadow AI discoverySaaS discovery

03

Put limits on the agents in claims automation

Teams building claims automation run coding agents and MCP servers next to claims data. AccuroAI scores each MCP server for risk, blocks the risky ones and destructive commands, and stops a runaway session. Claims agents you build are checked on every call through the Agent Gateway SDK.

  • MCP server inventory with 0 to 100 risk scores and capability tags
  • Risky MCP servers and destructive agent commands blocked, with immediate alerts
  • Kill switch and quarantine for a session or server
  • Documents, RAG retrievals and tool outputs scanned for prompt injection, with four verdicts
MCP securityAI Agent Security

Also included.

Claims agents you build, checked on every call
Through the Agent Gateway SDK, each prompt, document, RAG retrieval and tool output gets a verdict: Allowed, Redacted, Held for approval or Blocked, with prompt injection scanning.
Policy changes under dual authorization
A named approver signs off before a policy is created, edited or rolled back, and Admin, Manager and Viewer roles set who can change what.
Audit logs your SIEM can use
Audit logs stream to Splunk, Microsoft Sentinel, Google SecOps, IBM QRadar, Elastic and Seceon, and evidence maps to 8 frameworks.
Deployed where your data lives
Run AccuroAI on-prem, in your own cloud or hosted by AccuroAI. It never trains on your data.
Rules your regulators citeNAIC AI Model BulletinNYDFS Circular Letter No. 7 (2024)23 NYCRR Part 500NAIC Model Law #668Colorado SB21-169GLBAAccuroAI keeps the AI inventory and logs your compliance team will be asked for. No product makes an insurer compliant on its own, and testing models for unfair discrimination stays with your actuarial and model risk teams.

Questions insurers ask first.

Does AccuroAI make us compliant with the NAIC AI bulletin or Model Law #668?

No product does that on its own. The NAIC Model Bulletin expects insurers to keep a written program for their AI systems, covering governance, risk management and third-party AI. Model Law #668, where a state has adopted it, asks licensees to maintain a written information security program and oversee third-party service providers. AccuroAI supplies the AI inventory, data controls and audit logs those programs can draw on.

How does this relate to 23 NYCRR Part 500 and GLBA?

Part 500 requires covered entities, including those licensed under the New York Insurance Law, to maintain cybersecurity policies and programs. GLBA requires financial companies, insurers among them, to explain their information-sharing practices and safeguard customer data. AccuroAI keeps policyholder data out of AI tools you have not approved, redacts it where AI is allowed and logs each event. It does not make you compliant.

Does AccuroAI test our underwriting models for unfair discrimination?

No. NYDFS Circular Letter No. 7 covers AI systems and external consumer data in underwriting and pricing, and Colorado SB21-169 bars unfair discrimination from external consumer data, algorithms and predictive models. Testing models for unfair discrimination stays with your actuarial and model risk teams. AccuroAI governs what data reaches AI tools and what agents can do.

Does it catch medical records in scanned PDFs and photos?

Yes. OCR reads the text inside scanned documents, screenshots and images, and a file with sensitive data is stopped before it reaches personal or unapproved AI. Medical record number formats differ between providers, so test your own samples during the pilot before you rely on that classifier.

Will you store every employee conversation?

No. Discovery records which AI tools are in use, on which account and plan. A conversation is recorded only when a policy is violated, such as a pasted SSN or a blocked upload, and audit logs stream to Splunk, Microsoft Sentinel, Google SecOps, IBM QRadar, Elastic or Seceon.

Where is policyholder data held?

Where you choose. Run AccuroAI on-prem, in your own cloud or hosted by AccuroAI. It never trains on customer data. It rolls out through your MDM in under 30 minutes, and a 72-hour pilot shows the AI already in use on your own devices.

See it across claims and underwriting.

A 72-hour pilot maps the AI already in use across claims, underwriting, service and broker teams on your own devices. AccuroAI rolls out through your MDM in under 30 minutes.

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15 enterprises secured · 14M+ prompts inspected daily · Deployed in under 30 minutes · 72-hour pilot