platform/insurance
triage
usa! usa! usa!
ai/engineering
acronym soup
100

This is the underwriter's tool for adjusting a class-rated premium for risk characteristics the algorithm didn't capture, always with a documented credit or debit and a reason.

What is schedule rating?

100

This hx tool turns messy broker submissions (Excel SoVs, PDFs, images, ACORD forms) into structured data mapped straight into your model schema.

What is the Ingestion Agent?

100

This is the acronym for the collective organization of U.S. insurance regulators

What is the NAIC (National Association of Insurance Commissioners)?

100
Each customer is given their own ____ to store their models, data, etc. 

What is an environment?

100

A sales rep says an account "isn't in our ICP." What does ICP stand for?

What is Ideal Customer Profile?

200

This ratio, charged premium divided by technical premium, tells you whether a risk is being written at a margin, a discount, or right on target.

What is rate adequacy?

200

This is the LLM that triage is currently hosted on.

What is OpenAI/GPT 5.4/ChatGPT ?

200

In the US, insurance is regulated by roughly this many separate jurisdictions, each running its own DOI. Roughly how many is that?

56 (will accept 50-ish)

200

Do we have an AI actually write and deploy pricing model code for us, not just answer questions about it? 

Yes, Actuarial Agent (AA)

200

hx's internal term for the front-end view component actuaries define to control what an underwriter actually sees and interacts with.

What is a CUIC?

300

This hx feature lets an actuary re-rate an entire portfolio on a new model version in minutes and see the before/after technical premium comparison.

What is batch rating?

300

This is the current maturity stage of Submission Triage on the hx platform (not yet General Availability)

What is Early Adopter?

300

In Lloyd's and in the London Market, this delegated-authority role is called a coverholder. What's the roughly equivalent term used in the US?

What is an MGA (Managing General Agent)?

300

This per-field and per-value metric flags low-certainty mappings for manual review, so underwriters know exactly what to double-check before trusting the machine.

What is confidence scoring?

300

In agent-roadmap docs, hx's three agents get shortened to AA, IA, and this third one, the newest and least mature of the three.

What is UA (Underwriting Agent)?

400

During a demo, a CUO asks if the AI behind the hx platform can learn from their underwriters' preferences. Is this possible?

No! LLM queries are static, so we can't do this.

400

How well these are configured for a given line of business directly determines how much volume actually flows straight through Triage untouched.

What are appetite and eligibility rules?

400

The US body that coordinates model laws and standards across all those state regulators is the NAIC. Does the NAIC itself have the power to directly regulate or license an insurer?

no. States do the actual licensing and enforcement, the NAIC only sets standards and coordinates.

400

A prospect asks: "Can we build our own custom AI agent on top of hx using our own model provider, like a private Claude or Gemini deployment?"

No, this is not something hx allows.

400

The messy Excel document format brokers commonly send that lists out property, values, and locations, and that the Ingestion Agent is specifically built to parse.

What is a Statement of Values (SOV)?

500

A "seamless transition" is one of three named integration patterns hx offers alongside a customer's existing PAS or workbench. Name either of the other two.

What are "headless" and "hx-first"?

500

A prospect asks: "We've been told Triage 'shifts decisions left.' Concretely, does that mean underwriters lose visibility into submissions that get auto-declined before they ever see them?"

No, visibility isn't lost. Declines happen with structured reasoning captured and broker notification issued automatically, and an expert override is always available, so it's a faster default path, not a black-box removal of human oversight.

500

US insurance regulation traces back to this 1869 Supreme Court case, which held that issuing an insurance policy wasn't a transaction of interstate commerce, cementing state-level control.

What is Paul v. Virginia?

500

Name 3 human-in-the-loop/human-based checks built into hx throughout the pricing journey of an UW.

  • File/page/row selection before ingestion runs: in the extended flow, the underwriter chooses exactly which files, pages, and rows the Agent should process, rather than the Agent deciding unilaterally what's relevant.
  • Referral / peer review gating: automated Accept/Refer/Decline referral rules (data-quality + appetite + judgement thresholds) flag when a risk needs sign-off, and peer review can be made mandatory (deep-linked via Teams/email) before the policy can be finalized or bound.
  • AI Ingestion Agent mapping review: the Ingestion Agent proposes mappings from messy broker files (PDF, Excel, SOVs, loss runs) with confidence levels, but the underwriter reviews the submission doc side-by-side with suggested mappings and can adjust anything before it's written to the policy. On a complex line this is framed as "~4 hours → ~4 minutes of review," not full automation.
  • (there are others too)
500

hx's data processor commitments include supporting this GDPR-related acronym, the formal request a policyholder or employee can make to see everything a company holds on them, which hx can fulfill because all policy and pricing data is extractable via API.

What is a DSAR (Data Subject Access Request)?

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