WorkflowPatient Services

Benefits Investigation Summary Builder

A cited benefits investigation for the office and a plain-language letter for the patient, inside the 48-hour promise

Every patient’s coverage checked across sources and summarised for office and patient within a day.

See one case, screen by screen ↓
demo17hfrom request to released summary on the sample case — five sources read, four things settled, signed
demo27valuesread from each source — tier, cost share, deductible, PA, step therapy, specialty pharmacy, accumulator — each linked to its line
target19.6hmedian from request to released summary, against a 48-hour promise
target95%of summaries accepted by the office first time
The problem

Why a benefits investigation takes two days and still comes back wrong

A new prescription for a specialty drug lands at the hub, and the office has been promised an answer in 48 hours. The specialist sends the eBV, waits for the payer call, pulls the formulary and the coverage policy, and screenshots the PA criteria off the portal. Every source answers the same questions in its own words, on its own date.

The sources do not always agree, and the one that looks finished is often the oldest. An eBV that answers from June data still says tier 4 and a $50 copay after a July 1 formulary move. Step therapy and a copay accumulator can be missing from the electronic response altogether. Catching that means reading every source side by side, line by line. Then the summary for the office and the letter for the patient are written by hand, and the patient letter has to be plain enough to read and must never promise coverage.

demo212disagreements between the eBV, the payer and the plan in 30 days, on the sample hub’s cases
demo29%of released values were not agreed across every source: 14% confirmed on the call, 6% read from the plan document, 9% settled by a specialist
typical≈ 50%less time per benefits check reported when people check agents’ work instead of doing it by hand
Where a benefits investigation’s hours goestimated
By hand12.5 days
With the solution6 days
  • Chasing the eBV, the payer call and the plan documents6 → 3.5 d
  • Reading the values out of each source2 → 0.3 d
  • Working out which source is right1.5 → 0.7 d
  • Checking PA and step-therapy criteria against the record1 → 0.5 d
  • Writing the office summary and the patient letter1.5 → 0.5 d
  • Review and release0.5 → 0.5 d

Estimated split of working hours for one pharmacy-benefit case, by hand and with the solution.

How it works

How a benefits case moves

Six specialist agents gather, read and compare the payer evidence, then write and check both summaries; a benefits specialist settles every difference and releases.

What comes in
Evidence in5 sources · electronic check, payer call, plan, portal, case record
Agents at work
Evidence collectorsays what is missing
Then
Benefit extractor27 values, each cited
Plan rules readerprior auth + step
Then
Source triangulatoragree or differ
Then
Summary writeroffice + patient
Then
Compliance checkerbefore release
A person decides
Benefits specialistsettles values, releases
What comes out
Cited office summary
Plain-language patient letter
Tasks for the case manager
One case, step by step

One benefits investigation, from request to release

Lakeside Dermatology Associates sends an enrollment for Jordan Ellis: Veltrimab 150 mg/mL pen, plaque psoriasis, Brightwater Health PPO with Aldenway Rx as the PBM. The request lands at 16:20. Here is what happens next, screen by screen, in the working solution.

  1. 01Morning

    Every case on the 48-hour runway

    Dana Okafor · Benefits specialist

    Dana opens Today and sees the hub as it stands: 10 open cases, 6 waiting for her, a median age of 15.5 h. Each case sits on the runway at its age since the request. BV-2402 is already past the promise after two payer calls dropped. BV-2417 is at 17 h, with every source in.

    Needs you: “BV-2417 · J.E. · Veltrimab — All 5 sources in · run the agents.”

  2. 0217 h of 48

    Five sources, in one case

    Evidence collector

    The hub case record with the enrollment form, the pharmacy eBV from the clearinghouse, the Aldenway Rx call transcript (ref ALW-1007-55813, 14 minutes, reviewed by a specialist), Brightwater’s July formulary and a capture of the Aldenway Rx portal’s PA criteria. Any of them opens in the viewer beside the case.

    The rep, at 02:18 on the call: “As of July 1 it moved from tier 4 to tier 5.”

  3. 03One click

    “Run agents”

    Dana Okafor · Benefits specialist

    Dana runs the agents and watches each step as it runs. The benefit extractor reads 27 values, each linked to its source line, and notes that the eBV’s benefit data is as of Jun 15, 2026. The plan rules reader finds 4 PA criteria, 3 already met in the hub record. The source triangulator lines the three sources up value by value.

    “8 values agree · 3 disagreements · 1 signal to confirm.”

  4. 04Seconds later

    Four things need her, and why

    Source triangulator

    Tier: the payer call and the July formulary say Tier 5, the eBV says Tier 4. Cost share: 30% after the deductible, up to $250 per fill, against a $50 copay. Step therapy: one preferred biologic first, which the eBV does not report. Each one comes with the recommended value from the newest dated source and the reason, with citations.

    “Tier 5 carries 30% coinsurance after the deductible with a $250 cap per fill, read out on the call. The $50 copay is the old tier 4 amount.”

  5. 05Side by side

    Three sources, one value to use

    Source triangulator

    The benefits record puts the eBV response, the payer call and the formulary in three columns, with the value to use beside them. Plan status, deductible ($2,500, $410 met), out-of-pocket max ($6,800, $1,120 met), quantity limit and the specialty pharmacy (Crestline only) need nothing from her. The fourth item is a signal, not a disagreement: a copay accumulator on this plan, which the eBV does not report.

    Click any value to see the line it came from.

  6. 06Checked

    PA criteria against the case record: 3 of 4 met

    Plan rules reader

    Moderate-to-severe plaque psoriasis: L40.0 on the enrollment form. Body surface: 14% recorded Sep 29. Conventional systemic therapy: methotrexate for 16 weeks, stopped for raised liver enzymes. One preferred biologic first: not met, because there is no prior biologic. The office should request a step therapy exception with the reason.

    “The PA itself is the office’s request — this summary never says it will be approved.”

  7. 07Settled, then drafted

    The office summary, every value cited

    Summary writer

    Dana accepts the three recommendations and confirms the accumulator. Each choice goes on the activity record under her name. Then she presses Draft summaries. The writer fills template OS-02 v4 from the settled values only: prior authorization IS required (Aldenway Rx provider portal or fax, standard decision in 72 hours), step therapy applies, and Crestline Specialty Pharmacy is required. Then the benefit details, each with its citation, and copay support with the accumulator spelled out.

    “It does not guarantee coverage or payment. Coverage and payment are decided by the payer when the claim is processed.”

  8. 08Checked

    A letter Jordan can read

    Compliance checker

    The patient letter comes from approved template PL-04 v3 in short sentences: what the plan says, where the medicine comes from, what Jordan may pay, and what happens next. The checker passes it at grade 5.8 against a limit of 6. The approved no-promise sentence is there, no diagnosis is named, and the copay program is allowed because this is a commercial plan.

    “This letter explains what your plan told us. It is not a promise that your plan will pay. Your plan makes the final decision.”

  9. 09Signed

    Release, with an electronic signature

    Dana Okafor · Benefits specialist

    One screen shows what the release will do: the summary to Lakeside Dermatology Associates by portal and fax, the letter to the patient in English, and 5 tasks to Sam Patel. Dana signs, and the meaning of the signature is recorded with it.

    Meaning of signature: “I reviewed the benefits values and their sources and approve this release.”

  10. 10Released · 17 h after the request

    The next steps, already on Sam’s list

    Sam Patel · Case manager

    Help the office submit prior authorization through the Aldenway Rx portal, due Oct 9. A step therapy exception with Dr. Rafael Moreno, attaching the methotrexate history. Refer to Crestline Specialty Pharmacy. Enroll Jordan in the Northwind copay program, with the accumulator in mind. Call Jordan this week. A reverification reminder is set for Dec 1, 2026, because the plan renews on Jan 1.

    “Accumulator applies — plan the year with the patient.”

Who it’s for

Built for everyone who works a benefits case.

The same case, seen by the four people on the hub team who carry it: what their day looked like, and what it looks like now.

DO
Dana OkaforReleases summaries
Benefits specialist
Before
Reads the eBV, the call notes, the formulary and the portal one after another, and writes both summaries by hand.
Now
Starts from three sources side by side, settles only what disagrees, and releases a cited summary with her signature.
SP
Sam PatelNext steps and patient calls
Case manager
Before
Works out what the patient needs (PA, specialty pharmacy, copay help) from a summary written for the office.
Now
Gets the tasks on release, with due dates, and calls the patient knowing the accumulator is already flagged.
OH
Omar HaddadSecond checks, rules
Hub operations lead
Before
Hears that the hub missed its 48-hour promise when the office calls to ask.
Now
Sees every case on the runway, gives the second check on Medicare and Medicaid routes, and approves rule changes.
LO
Lena OrtizTemplate owner
Compliance and templates
Before
Spot-checks letters after they have gone out for reading level and promise wording.
Now
Owns the approved template. No letter can be released until the reading level, the no-promise sentence and the government-plan rule pass.
Built on the engine

6 agents. Each with one job, and hard limits.

Six specialist agents gather, read and compare the payer evidence, then write and check both summaries; a benefits specialist settles every difference and releases.

Evidence collector

Brings every piece of payer evidence into the case: eBV responses, call transcripts, plan documents, portal captures and the hub record. It also says what is still missing.

  • Personal health information stays in the case
  • Never discards a source or overwrites an earlier version
  • Missing sources go to a person after 24 hours
Benefit extractor

Reads about 27 benefit values from each source: status, tier, cost share, deductible and out-of-pocket with amounts met, PA, step therapy, quantity limit or site of care, specialty pharmacy, accumulator wording. Each value keeps its source line.

  • Every value cites a source line
  • “Not reported” is never guessed
Plan rules reader

Turns formulary footnotes, coverage policies and portal criteria into a PA and step-therapy checklist. It then checks each criterion against what the hub record already documents.

  • Marks each criterion met, not met or unknown, with the passage
  • Never states that a PA will be approved
Source triangulator

Compares the eBV, the payer call and the plan document value by value. It explains each disagreement (stale eBV data, a mid-year update, a different benefit) and recommends the newest dated source.

  • A person settles every disagreement
  • Accumulator, maximizer, government-plan and site-of-care signals need confirmation before release
Summary writer

Drafts the office benefits summary and the plain-language patient letter, in English or Spanish, from the approved templates and the settled values only.

  • Approved template wording only
  • No promise of coverage
  • Minimum necessary health information
  • Never mentions the copay program for Medicare or Medicaid
Compliance checker

Checks every letter and summary before a person can release it: template version, reading level, the no-promise sentence, minimum necessary health information and the government-plan rule.

  • Blocks release on any failed check
Benefits specialist

Settles and confirms. The agents propose; a named person decides.

Ask in plain words

Ask about any case, payer or rule

Anyone on the hub team can ask in plain words, or tell it what to change. Every answer shows the line it came from.

What does Jordan’s plan need before the first fill?

Four things. Prior authorization is required; the hub record already meets 3 of 4 criteria: the diagnosis, 14% body surface and 16 weeks of methotrexate. Step therapy: one preferred biologic first, and Jordan has had none, so the office needs an exception with the reason. Crestline Specialty Pharmacy only. Cost: tier 5 since Jul 1, 30% after the deductible, up to $250 a fill. The eBV’s $50 copay is from Jun 15 data, and copay help won’t count toward the deductible.

Which cases have a copay accumulator or maximizer?

3 cases this week: BV-2414 on Cobalt Ridge HMO (maximizer), BV-2415 on Brightwater Health PPO (accumulator) and BV-2408 on Saltmarsh Employer Plan (maximizer). BV-2417 will join them, because the call says the plan has a copay adjustment program. Accumulators stop copay help from counting toward the deductible. Maximizers spread it across the year and need the plan’s own enrollment.

Re-call the payer whenever the eBV and the call disagree on cost

Done. New rule: when the eBV and the payer call disagree on tier or cost share, the AI caller calls the payer back and asks for the effective date before the case reaches you. Over the last 30 days this would have caught 41 cases early, most of them mid-year tier moves like Brightwater’s Jul 1 update. The rule is in Settings and on the audit trail.

Write Jordan’s letter in Spanish

Set. Jordan’s letter will be written from the approved Spanish edition of PL-04 v3. The writer drafts it as soon as you settle the open items on BV-2417: the tier and cost, step therapy and the accumulator.

Every screen

The working solution, as it ships.

13 screens from the working solution, on its sample data. Pick one to see it large.

TodayOpen cases on the 48-hour runway, what is waiting for the specialist, and evidence arriving live.
Every caseEvery case with its product, office, payer, benefit, what the agents found and its clock. Patient names are hidden.
The case, with its sourcesHub record, eBV, payer call, formulary and portal capture in one case, with the call transcript open beside it.
Agents at workEach step in view: sources read, 27 values extracted, PA criteria checked, sources compared.
What needs the specialistEach disagreement with the recommended value, the source it comes from and the reason, cited.
Three sources side by sideThe eBV response, the payer call and the formulary, value by value, with the value to use and its confidence.
PA criteria against the recordEach prior authorization criterion marked met or not met from the hub record, with its sources.
The office summaryNext steps for the office, the benefit details with a citation on each and copay support, in template OS-02 v4.
The patient letterPlain language from PL-04 v3 in English or Spanish, with the compliance checks shown above it.
Release and signWhat the release will send and to whom, signed electronically with the meaning of the signature.
Next steps for the case managerTasks created on release (PA, step therapy exception, specialty pharmacy, copay enrollment, patient call) and the reverification reminder.
The dashboardSummaries released, turnaround against the promise, where each value came from, and where the eBV and the payer disagree.
Sources and peopleThe evidence feeds and their status, and who releases summaries, gives second checks and owns templates.
Governance

Built for patient support: cited, checked, signed.

Every value cites its lineEach value in the benefits record and the office summary links to the line of the eBV, the call transcript, the formulary or the portal capture it came from.
A specialist settles every disagreementThe agents recommend the newest dated source and say why. A benefits specialist chooses, and confirms every accumulator, maximizer, government-plan and site-of-care signal.
Checked before it can go outThe compliance checker blocks release if the template version, the reading level, the no-promise sentence, the health information in the letter or the government-plan rule fails.
Released with a signatureRelease is an electronic signature, recorded with its meaning: the specialist reviewed the values and their sources and approves the release.
A second person on government plansCopay programs are not allowed for Medicare and Medicaid. A named second person confirms the route, and the copay program is never offered; the foundation or free-drug route is suggested instead.
Names hidden, every step recordedLists and the queue show initials, and opening a name goes on the audit trail. Every agent step and every human choice is on the case’s activity record, and settings changes are versioned and audited.
Configuration

Your hub’s rules, not ours

The promise to offices, the checks and the letters are settings. New rules are described in a sentence and become a check once approved.

SettingDefaultChoose from
Turnaround promise to offices48 hoursSet in hours · amber at three quarters, red past it
Recommend the newest dated sourceOnOn · Off
Second check for Medicare and Medicaid casesOmar HaddadOmar Haddad · Lena Ortiz
No promise of coverageOnA standing rule: every letter carries the approved no-promise sentence
Call reference on every summaryOnA standing rule: an office summary needs the payer call reference number
Highest reading level for patient lettersGrade 6Set by school grade · letters above it are held
Letter templatePL-04 v3 · approved Sep 2PL-04 v3 (approved Sep 2) · PL-04 v2 (retired Sep 2)
Offer Spanish lettersOnOn · Off · uses the language on the enrollment form
Connections

Works with the evidence your hub already gets

Electronic benefit checkspharmacy and medical eBV, through the clearinghouse
Payer call transcriptsAI caller and specialist calls, in within 2 minutes of hang-up
Plan libraryformularies, coverage policies and PA criteria, checked weekly
Payer portalscriteria pages captured and read from the image
Hub case recordsenrollment forms, consent and insurance cards from the hub CRM
Office portal and faxthe released summary, to the prescriber’s office
What it changes

The difference, in numbers.

Every figure is labelled: a target the solution is built to, an estimate, a typical published result, or a proven one.

target
19.6h
median from request to released summary, against a 48-hour promise
Released in under 20 hours
the promise is 48 hours
target
95%
of summaries accepted by the office first time
accepted with no value corrected
typical
≈ 50%
less time per benefits check, with people checking the agents’ work
By handhours per case
With agents≈ half the time

“demo” = seen in the working solution, on its sample hub data · “target” = the design goal, measured in the live solution · “estimated” = our estimate · “typical” = published figures (benefit-verification case studies, vendor-reported, 2024–2025). People, companies and products named on this page are fictional — characters and sample data in the working solution.

Questions

What patient support teams ask us.

What is a benefits investigation?

A benefits investigation, or benefit verification, finds out what a patient’s plan will cover for a prescribed drug and what the patient will pay. That includes tier, cost share, deductible and out-of-pocket amounts, prior authorization, step therapy, the specialty pharmacy and any copay accumulator. The Benefits Investigation Summary Builder gathers the evidence, cites every value to its source and drafts a summary for the office and a letter for the patient.

How does it handle an eBV that disagrees with the payer call?

The source triangulator puts the eBV, the payer call and the plan document side by side, value by value. When they disagree it explains why, for example eBV data dated before a mid-year formulary update, and recommends the newest dated source. A benefits specialist settles every disagreement before anything is drafted.

Does it catch copay accumulators and maximizers?

Yes. Accumulator and maximizer wording on the call or in the plan document is raised as a signal for the specialist to confirm, even when the eBV does not report it. Once confirmed, it goes into the office summary, the patient letter and the case manager’s tasks.

Does the patient letter promise coverage?

No. Every letter carries the approved no-promise sentence word for word, is written from an approved template, and is held if it reads above the set school grade. For Medicare and Medicaid plans it never mentions the copay program. The compliance checker blocks release on any failed check.

Does it tell the office a prior authorization will be approved?

Never. The plan rules reader checks each PA and step-therapy criterion against the hub record and marks it met or not met with the passage. The summary tells the office what to submit and where. The decision stays with the payer.

Do our people stay in control?

Yes. The agents gather, read, compare and draft. A benefits specialist settles every disagreement, confirms every signal and releases with an electronic signature. Government-plan cases get a second check from a named person, and every step is on the case’s activity record.

Can it write patient letters in Spanish?

Yes. When Spanish letters are on, the writer uses the language on the enrollment form and the approved Spanish edition of the letter template, with the same facts and the same checks.

How long does it take to go live?

The Agentic Solution Engine builds and deploys it from your requirements and documents: your summary and letter templates, your plan library and a sample of past cases. It goes live once every quality gate has passed. We will walk you through it on your own cases first.

See it on
your benefits cases.

We’ll run the Benefits Investigation Summary Builder on a sample of your own eBV responses and payer calls.