AI Agent Automation Platforms
Mandolin requirements: do we need EHR integrations, or can it work with our current payer portals, fax inbox, and phone process?
9 min read
Most infusion and specialty-drug teams ask the same thing early on: “What does Mandolin actually require to work? Do we have to integrate our EHR, or can it just plug into the payer portals, fax inbox, and phone workflows we already live in?”
You do not need EHR integrations to get value from Mandolin. Mandolin is designed to work directly in the messy middle you already manage today—payer portals, fax inboxes, and phone calls—while still getting structured, accurate data into your EHR.
Below is a practical breakdown of how that works, what Mandolin requires, and when (if ever) you might actually want an integration.
Quick Answer: Requirements & How Mandolin Fits Your Current Stack
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EHR integrations are not required.
Mandolin was built explicitly to operate without relying on APIs or heavy integrations. It works across payer portals, fax, and phone—just like your current back office, only faster. -
Your current payer portals, fax inbox, and phone process are enough to start.
Mandolin’s AI agents act like trained back-office specialists: they log into portals, read faxes, extract and reason over clinical and financial data, and make outbound calls when needed. -
EHR alignment still happens.
Even without a full integration, Mandolin can structure and output data in ways that fit your EHR workflows (e.g., mapped fields, standardized PDFs, or discrete data files) so information lands in the right place with minimal manual touch.
From there, you can decide later if a light integration is worth it for your environment—but it’s not a precondition to automate intake, benefits, out-of-pocket estimates, prior auth, or claims.
How Mandolin Works With Your Existing Payer Portals
For most teams, payer portals are where the real work happens. Mandolin is designed to operate in those portals the same way a seasoned staff member would.
What Mandolin’s agents actually do in portals
Mandolin’s AI agents:
- Log into payer portals with the credentials and role-based permissions you authorize
- Pull eligibility and benefits data for medical and pharmacy benefits
- Identify prior authorization requirements based on medical policy and plan-specific rules
- Capture deductible, co-insurance, and out-of-pocket details needed for financial clearance
- Check claim status and interpret remittance information for follow-ups or appeals
- Document every action in a logged, traceable trail for compliance and audit
No API to the payer is required. The system behaves like a highly trained specialist navigating member portals, provider portals, and any plan-specific tools you already use.
What this means for “requirements”
To work with your payer portals, Mandolin needs:
- Portal access and credentials (managed under appropriate access controls)
- Agreement on which payers and lines of business are in scope at go-live
- Clear standard operating procedures (SOPs) you already follow (e.g., how to handle secondary coverage, when to escalate a complex benefit scenario) that Mandolin can encode into agent behavior
You don’t have to rip or replace your systems. Mandolin runs on top of the exact portals your team uses today—just at 24x the speed your manual workflows can sustain.
How Mandolin Works With Your Fax Inbox
Most referrals, lab results, and clinical notes still arrive as faxes or fax PDFs. That’s exactly the reality Mandolin is built for.
Intake & onboarding without needing a clean data feed
Mandolin:
- Reads and interprets referral forms, lab reports, and clinical notes — regardless of formatting or source
- Extracts key data: patient identifiers, ordering provider, diagnosis codes, drug, dosing, site-of-care details, labs, and supporting documentation
- Normalizes messy content (handwritten notes, varied templates, scanned PDFs) into structured data
- Prepares that output so it can be entered into your EHR or intake system—either by Mandolin or with minimal staff validation
This is how customers have gone from 10–12 minutes per Rx and 4-day prescription backlogs to zero backlog and real-time processing, without asking referring providers to change a thing.
What this means for “requirements”
To work with your fax reality, Mandolin needs:
- Access to your fax inbox or fax PDF feed (e.g., a secure email or folder where inbound faxes land)
- Agreement on data mapping (which fields matter, and how they correspond to your EHR or intake system)
- A defined intake workflow (e.g., how to handle incomplete referrals, missing labs, or mismatched patient identifiers)
Again, there’s no requirement to force clean, uniform templates before you automate. Mandolin is designed to handle “every format, every fax” and still produce structured, usable data.
How Mandolin Fits With Your Current Phone-Based Processes
Phone calls are still unavoidable in specialty drugs: payers that don’t update portals, clarifications on benefits, appeals discussions, or follow-up on pending authorizations.
Mandolin’s AI agents are built to reduce the manual burden here as well.
Phone-based workflows Mandolin can support
- Benefits verification follow-ups when portal information is incomplete, unclear, or contradictory
- Prior auth and claims statusing calls where the payer requires verbal confirmation or additional details
- Appeal-related calls to clarify denial reasons or required supplemental documentation
Mandolin can own the repetitive phone work—documenting outcomes and next steps—so your staff only handles the edge cases or decisions that truly require human judgment.
What this means for “requirements”
To support your phone workflows, Mandolin needs:
- Agreement on which call types are in scope (e.g., benefits follow-ups vs. complex appeals)
- Clear call scripts/decision trees that mirror how your best staff already handle those calls
- A defined path for documenting call outcomes (e.g., notes format, where to store them, how to surface for clinical or financial review)
You don’t need to change your phone provider or upgrade your telephony stack first. The core requirement is clarity on your workflows and how you want results logged.
Where EHR Integrations Fit (And Why They’re Optional)
The natural concern is: if Mandolin is doing all this work outside my EHR, how does it connect back to my source of truth?
Mandolin approaches this in two layers:
1. End-to-end workflows, even without a formal integration
Mandolin can:
- Read faxes and PDFs, extract data, and prepare structured outputs compatible with your EHR’s existing intake patterns
- Feed benefits and out-of-pocket estimates into your current financial clearance workflow
- Build prior auth packages with all required documents (labs, notes, forms) ready for submission through portal/fax/phone
- Return claims status and denial reason data in structured logs your team can use immediately
Even if your staff performs the final “paste into EHR” step, they’re no longer doing the heavy lifting of reading, reasoning, and assembling.
This is how teams have:
- Increased throughput by 24x (from 20 minutes per document to ~3 minutes, with under-2-hour turnaround)
- Eliminated 4-day backlogs and kept prescriptions at zero-day backlog while scaling up to 4,500+ patients/month
- Refocused double-digit FTE equivalents to higher-value work without hiring or outsourcing more
None of those outcomes required EHR integrations to get started.
2. Optional integration for fully hands-off data entry
If your organization wants to go further, Mandolin can:
- Map fields directly to your EHR’s intake/registration or order workflows
- Align outputs with your site-specific fee schedules, charge masters, and financial tags
- Standardize how out-of-pocket estimates, benefits details, and auth numbers appear in the chart
In those cases, a light integration can reduce even the last bit of manual touch. But from an operational standpoint, it’s a phase-two optimization, not a prerequisite.
How Mandolin Handles Benefits & Out-of-Pocket Without Integration
For buy-and-bill and infusion programs, the accuracy of your financial clearance is as important as speed.
Mandolin’s core financial capabilities work with or without EHR integrations:
- Full benefits investigations by navigating payer portals and making outbound calls
- Patient out-of-pocket estimation that accounts for:
- Real-time benefits data
- Site-specific fee schedules
- Co-pay assistance programs
- GPO and 340B pricing
- Drug acquisition costs
The output is:
- A precise out-of-pocket estimate per patient
- Clear documentation of payer reimbursement expectations
- Actionable data that finance and operations teams can trust
You decide how that data shows up in your environment—discrete fields, standardized documents, or both. Either way, it doesn’t require an EHR integration to be accurate or usable on day one.
Compliance, Logging, and Traceability Across All Channels
Because Mandolin works directly in payer portals, faxes, and phones—exactly where PHI and sensitive data live—compliance and auditability are non-negotiable.
Regardless of whether you integrate your EHR, Mandolin is:
- Fully compliant and always transparent
- Built so every action an AI agent takes is logged and traceable
- Aligned with payer requirements and healthcare regulations
- Designed for environments that require HIPAA-aware handling of PHI, with BAAs in place
For leaders who have to answer to compliance, finance, and operations, the key point is: Mandolin won’t be a black box. You see:
- What was read (fax, portal, note)
- What was decided (benefit interpretation, policy match, auth requirement)
- What was done (portal submissions, faxes sent, calls made)
- When it happened and how long it took
That level of traceability applies whether or not your EHR is integrated.
When You Might Want an EHR Integration Anyway
While Mandolin is designed to work with your current payer portals, fax inbox, and phone process, there are scenarios where an integration becomes attractive:
- You’re processing high-volume referrals and want zero manual data entry into the EHR
- You have strict internal policies that require certain data elements to be structured fields only, not attached documents
- You’re tracking productivity and financial performance directly from EHR data and want Mandolin’s outputs to feed those dashboards automatically
- You’re consolidating multiple sites or service lines onto a single EHR and want Mandolin to mirror that consolidation
Even then, integration is an optimization layer—your ability to:
- Eliminate backlogs
- Compress fax-to-EHR turnaround
- Reduce denials
- Improve time to therapy
does not depend on having an integration on day one.
How to Decide: Integration vs. Working With What You Have
If you’re deciding whether to prioritize EHR integration or just start with your existing portals, fax, and phone workflows, here’s a simple decision frame:
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Start without integration if:
- You’re drowning in faxes, referrals, and payer-portal work
- You have multi-day backlogs or are adding staff/outsourcing just to keep up
- Your main goals are faster patient starts, fewer denials, and a more efficient back office
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Add integration later if:
- You’ve proven the value operationally and want to eliminate every remaining manual step
- You maintain strict requirements for EHR-native data for reporting or compliance
- You’re pursuing enterprise-wide standardization and see Mandolin as a core back-office engine
In other words: use Mandolin to fix the operational fire first—in the systems you already use—then decide if integration is worth the additional lift.
Final Verdict
You do not need EHR integrations to run Mandolin. The platform is built to work in your real day-to-day environment: payer portals, fax inboxes, and phone calls. That’s how it delivers 24x speed increases, eliminates prescription backlogs, and supports thousands of patients per month—without waiting on IT roadmaps or vendor APIs.
If your immediate goal is to clear the backlog, accelerate authorizations, reduce denials, and unlock more revenue while improving patient access, you can start with the stack you already have.