For pharmacy benefit managers
Missed PA clocks, slipping call guarantees, unreconciled rebate payments.
As your AI operating partner, we measure one help desk, PA or rebate team, then rebuild and run its hand work.
Potential scope, confirmed in discovery
Where the hours go
Call guarantees missed in the January surge.
Refill too soon and plan limit rejects fill the line. Automation enters overrides plan rules allow, each logged; agents take the rest.
Part D PA clocks that auto-forward to the IRE.
Fax and ePA requests keyed by hand, statements chased. AI reads the fax; automation tracks each Part D, Medicaid or state clock.
Benefit misses clients remember at renewal.
Benefit grids and formulary changes coded by hand. Automation runs test claims before go-live and flags claims to reprocess.
Help desk cost from files that never loaded.
Failed eligibility loads become member not found rejects at the counter. Automation checks each eligibility and accumulator file on arrival, routing errors.
MAC appeals racing each state's window.
Appeals logged and invoice cost compared to the MAC rate by hand. Automation does both and tracks each state's window; pricing decides.
Rebate dollars stuck in late invoices and disputes.
Rebate invoices, payment matching and audit claim pulls done by hand. Automation builds invoices, matches payments and logs each disputed line.
Call guarantees and PA clocks slip
On a reject, a pharmacy tech holds while an agent works the code. For Part D coverage determinations, as of 2026, a standard request is due in 72 hours, an expedited one in 24, and a miss goes to the IRE.
- Plan-rule overrides only, each logged
- DUR rejects go to your pharmacist
- Every Part D PA clock tracked
Medicare distribution, anonymized
Healthcare services
Commissions, HR and onboarding rebuilt while the business grew
A field marketing organization placing Medicare plans for 225,000+ lives through roughly 1,500 agents. Reliable Group rebuilt commissions, HR and onboarding around automation and AI, and gave agents a voice assistant for plan comparison and compliance. Sales capacity held and the business grew through the year, while the corporate team went from about 450 to under 200.
Grew, capacity held
One year: the business grew and sales capacity held. The corporate team went from about 450 to under 200.
No PBM engagement is published yet. This Medicare distribution case is closest to a PBM help desk reject queue; other workflows here are potential scope.
- Growth and sales capacityanonymized realized
What transfers: High-volume, rules-driven queues rebuilt with automation first and people on exceptions, the pattern behind help desk, override and rebate work.
Questions PBMs ask
Through lines you already track: help desk cost per call, January overtime and temp staff, performance guarantee penalties paid to clients, reprocessing, and rebate dollars invoiced late or in dispute. The discovery measures which lines one team drives and prices each rebuild in hours.
One fixed fee for a six to eight week discovery of one team, agreed and signed before we start. You get a workflow map and a fixed-price proposal for the first build, then build it yourself, have us build and run it, or stop.
At intake, completeness and the clock. We key fax and ePA requests, chase the supporting statement on exceptions and flag each case before its deadline. Approvals come from staff you authorize, under your protocol; denials, DUR and formulary stay with your pharmacists, physicians and P&T.
For the rule-based codes, yes. A refill too soon override for a vacation supply is entered only where your plan rules allow it, and logged; a DUR reject goes to your pharmacist. The discovery times each code and reports ASA, abandonment and first call resolution.
Yours, with only the access your contracts permit: the adjudication platform, often green-screen, the PA case system, ePA queues and the fax server. The discovery lists each client and program term on where work is done and who sees PHI; your compliance team signs off.
Each automated step logs what was read, which rule applied and what was entered. Your team owns rule changes, such as a new state window, and signs off before the build changes. Case files stay in your PA system, where client oversight and CMS program audits look.
Sources for the rules and deadlines on this pagechecked November 1, 2026
- Part D standard coverage determinations, as of 2026: decided within 72 hours of the request, or of the prescriber statement for exceptions. 42 CFR 423.568, checked November 1, 2026
- Part D expedited coverage determinations, as of 2026: decided within 24 hours. 42 CFR 423.572, checked November 1, 2026
- Part D, as of 2026: a missed coverage determination deadline is an adverse decision forwarded to the IRE. 42 CFR 423.568(h), checked November 1, 2026
- Medicaid outpatient drug PA programs have a federal response clock. Social Security Act 1927(d)(5), 42 USC 1396r-8(d)(5), checked November 1, 2026
- Commercial drug PA response clocks are set state by state (California example). California Medical Association, SB 282 timeframes, checked November 1, 2026
- Pharmacy MAC appeal response windows are set state by state. AMCP, 2026 Wyoming PBM reform inventory, checked November 1, 2026
- Refill too soon, plan limit and member not found rejects are NCPDP reject types. Medi-Cal Rx, Appendix D, NCPDP Reject Codes, April 1, 2026, checked November 1, 2026
- Part D sponsors oversee the PBMs and vendors they contract with. 42 CFR 423.505(i), checked November 1, 2026
- CMS runs program audits of Part D plans, including coverage determinations and appeals. CMS, Part C and D program audits, checked November 1, 2026
Rules change and vary by program, state and contract. Your compliance team confirms what applies to you.
Sources for the rules and deadlines on this pagechecked November 1, 2026
- Part D standard coverage determinations, as of 2026: decided within 72 hours of the request, or of the prescriber statement for exceptions. 42 CFR 423.568, checked November 1, 2026
- Part D expedited coverage determinations, as of 2026: decided within 24 hours. 42 CFR 423.572, checked November 1, 2026
- Part D, as of 2026: a missed coverage determination deadline is an adverse decision forwarded to the IRE. 42 CFR 423.568(h), checked November 1, 2026
- Medicaid outpatient drug PA programs have a federal response clock. Social Security Act 1927(d)(5), 42 USC 1396r-8(d)(5), checked November 1, 2026
- Commercial drug PA response clocks are set state by state (California example). California Medical Association, SB 282 timeframes, checked November 1, 2026
- Pharmacy MAC appeal response windows are set state by state. AMCP, 2026 Wyoming PBM reform inventory, checked November 1, 2026
- Refill too soon, plan limit and member not found rejects are NCPDP reject types. Medi-Cal Rx, Appendix D, NCPDP Reject Codes, April 1, 2026, checked November 1, 2026
- Part D sponsors oversee the PBMs and vendors they contract with. 42 CFR 423.505(i), checked November 1, 2026
- CMS runs program audits of Part D plans, including coverage determinations and appeals. CMS, Part C and D program audits, checked November 1, 2026
Rules change and vary by program, state and contract. Your compliance team confirms what applies to you.
- BAA
- HIPAA
- Posture
- Notice
- BAA
- Where a department handles protected health information, we execute a business associate agreement before Trace is installed or any data is accessed.
- HIPAA
- We execute a Business Associate Agreement before any engagement that touches PHI, and PHI is accessed only inside client-controlled systems by named individuals. Our first healthcare engagement under BAA is in progress.
- Posture
- Ready and aligned describe design posture, not certification. Reliable Group does not currently hold SOC 2 or ISO 27001 certification; our teams operate inside client-certified environments under client controls.
- Notice
- We deploy Trace only after your organization has given team members the written notice required in your state; we provide the notice template.
Your client-specific workflows, data and documentation are yours. Trace is Reliable Group software, licensed under the engagement; third-party tools keep their own license terms.
Last reviewed October 2026
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