Responsible AI

AI That Helps With Benefits Should Explain Itself — and Never Decide for You.

Athena answers questions. IntelliSuggest suggests plans. IntelliMap proposes mappings. None of them changes a record without a person, and all of them show their reasoning.

Benefits decisions touch health, family and pay. So we set rules for our AI before we set it loose: what each helper may see, what it may do, how it is tested, and how a person stays in charge. This page states those rules in plain words, and tells you how to check them.

A person always decidesEvery suggestion shows whyYour data never trains public modelsTested for fairnessYou can turn it off
The AI proposes. A person decides. Both are kept. Questionor recordonly what the person may see AI helper proposesAthena · IntelliSuggest · IntelliMap"Because…"reasoning and sources shown A person decides Permanent history: the suggestion, the reasoning, the decision, the person, the time nothing changes a record without a person · your data never trains public models Each helper is listed, tested for fairness and reviewed before release and after.
Our five commitments

What We Promise About Every AI Helper in the Platform

Each commitment comes with the place in the product where you can see it working.

1

A person can always override the AI

No helper enrolls, changes, sends or pays on its own. It proposes; a person approves, changes or rejects; and the decision is kept with the name and the reason.

See it: Athena tells an employee what to do next and hands them the button — it never presses it.
2

We explain every suggestion

A suggestion without a reason is a guess. Every helper shows what it looked at and why it suggests what it does, in words an employee can check against their own situation.

See it: IntelliSuggest's "why this match" panel next to each recommended plan.
3

Your employees' data never trains public models

We use commercially available large language models under agreements that stop the provider keeping or learning from your data. One customer's data never improves another customer's results, and it is never sold.

See it: the AI data-use summary in your security review pack, and the contract terms.
4

We test for bias before and after launch

Before release and on a schedule afterwards, we check whether answers and suggestions differ for people who should be treated the same. Where they do, we fix or narrow the helper, and we keep the record.

See it: the test record for each helper, available to customers on request.
5

We tell you what the AI cannot do

Athena says "I don't know" rather than inventing an answer. Helpers are limited to the topics and the records they were built for, and we say so — on this page and in every demo.

See it: Athena's answer when a question is outside your plan documents.
✓

How we hold ourselves to it

A named owner for AI on our team; a written checklist mapped to the NIST AI Risk Management Framework that every helper passes before release; a register of every helper; a feedback path from every answer; and a review after any reported problem.

Planned: independent certification of our AI management — stated here when done, not before.
The AI register

Every Helper, What It Sees, What It May Do — and What It May Not

This is the public version of the register we keep for customers. Anything not on this list is not an AI feature of the platform today.

HelperWhat it seesWhat it may doWhat it never does
Athena — for employeesThe employee’s own record, your plan documents, deadlines on fileAnswer questions, show where the answer came from, point to the next step, take feedbackEnroll, change a record, see another employee’s data
Athena — for administratorsThe records the administrator’s role already allowsAnswer questions about cases, deadlines and totals; draft a reply for reviewChange a record, close a case, send a message on its own
BR IntelliSuggestThe employee’s situation as entered, plan rules and costsRank plans and show why each one fitsChoose for the employee, hide any plan the employee is eligible for
BR IntelliMapA carrier’s file layout and the platform’s fieldsPropose a field mapping with confidence shownActivate a mapping without an administrator confirming it
BR IntelliEditThe text an author is writingSuggest clearer wording; draft from an outlinePublish anything; change plan facts
BR SpotlightEnrollment, billing and case data the viewer may already seePoint at what needs attention and say whyTake the action; hide what the system could not prevent
BR InsightsA number already on a dashboard and its sourcesExplain the number in plain words with sourcesCalculate, edit or predict on its own

Each helper can be turned off for your organization, and some can be limited to certain groups or topics. The platform works without them.

What it looks like in practice

An Answer You Can Check, a Button Only You Can Press

This is how Athena handles the most common employee question. Notice three things: the source is named, the next step is offered rather than taken, and the employee can say the answer was not helpful — which goes to a person.

  • Source shown — the plan document and the employee's own record, not a guess
  • Action offered, never taken — the employee opens the life event; Athena does not
  • Feedback goes to a person — unhelpful answers become a case your administrators see
AI proposes · a person decides · everything is kept in history
How a helper gets released

Five Gates Before an AI Helper Reaches an Employee

We are a small team — the people on the About Us page — so our governance is a checklist with a named owner rather than a committee with a name. Every helper passes these gates, and the evidence is kept.

  1. 1 · PurposeWhat it is for, and what it is not for. Written down first: the questions it answers, the records it may see, the actions it may propose.
  2. 2 · DataLeast data, kept apart. The helper sees only what the signed-in person may see. Nothing leaves to train a public model.
  3. 3 · TestingAccuracy and fairness. Answers checked against the plan documents; suggestions checked for differences between groups who should be treated the same.
  4. 4 · ExplanationCan a person check it? Every answer names its source; every suggestion shows its reasoning; every limit is stated.
  5. 5 · WatchingAfter release. Feedback from every answer, quality reviewed on a schedule, and a review after any reported problem — with the option to switch the helper off.
The quality loop your administrators can read Employee rateshelpful / not, and why Root causemissing doc · wrong data · out of scope A person fixescase in BR Resolve fixes flow back so the same question is answered right next time helpful %always with rated coverage 5 causesevery miss put in a bucket time to fixfrom report to closed

See the AI Explain Itself on Your Own Plans

Ask Athena a question your employees actually ask. Watch IntelliSuggest show its reasoning. Then see the history entry a person’s decision leaves behind.

  • Live demo — as your employee, then as your administrator, on your plan structure
  • Security review pack — the security and privacy answers your IT and procurement teams will ask for
  • RFP response — every line answered against the platform, not a brochure

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Want to send us an RFP or a security questionnaire in the meantime? Email info@BenefitsReimagined.com.

Questions HR, Legal and IT Ask About AI in Benefits

Which features use AI, what they may do, what they learn from, how they are tested and how to switch them off.

AI Proposes. A Person Decides.

Explained, tested, listed and switchable — with your employees’ data kept to itself. SAP-native, ready for any HRIS.