Best AI Scribes for Internal Medicine (2026): Handling Complex Visits

Internal Medicine Is Not Primary Care — and Your AI Scribe Needs to Know That

Internal medicine encounters are longer, more complex, and more documentation-heavy than a typical family medicine visit. A 45-year-old patient managing diabetes, hypertension, hyperlipidemia, and early CKD generates a note that is fundamentally different from a well-child check or an acute strep throat visit. Your AI scribe needs to handle multi-problem visits, medication reconciliation, and complex assessment and plan sections without dropping problems or merging them.

We compared four AI scribes — Freed, Nabla, DeepScribe, and Abridge — and found meaningful differences in how each is designed to handle the documentation demands of internal medicine. We have not tested them on live encounters, and no independent accuracy benchmark exists for this category, so this comparison works from documented features and design.

What Makes Internal Medicine Documentation Different

Before evaluating tools, it helps to understand why internal medicine is harder for AI scribes:

• Multi-problem visits are the norm: The average internal medicine follow-up addresses 3-5 active problems. The AI must create a structured assessment and plan that addresses each one separately.
• Medication reconciliation: Internists manage complex medication lists. The AI needs to capture medication changes, interactions discussed, and refill decisions without mixing up which medication goes with which problem.
• Risk stratification language: Internists document risk factors, screening recommendations, and preventive care in a way that affects quality metrics and reimbursement. The scribe must capture this language accurately.
• Longer encounters: 20-40 minute visits compared to 10-15 in primary care, which means more audio for the AI to parse and organize.

Freed AI: The Budget Option for Straightforward IM Visits

Freed is a general-purpose scribe at a budget price, and straightforward internal medicine encounters — a single-problem follow-up or a routine chronic disease check — are the case general-purpose scribes are built around. It integrates with AthenaHealth and eClinicalWorks, two of the most common EHRs in this segment.

The open question is the 4-5 problem complex visit. Nothing in Freed's documentation describes problem-by-problem assessment structuring, and that is the failure point for complex visits: a five-problem encounter gives a general-purpose template five chances to merge or misplace content. We have not measured how often that happens — test it with your own most complex patients during the trial.

At $39-$119/month per provider with a 7-day free trial, Freed is the value play if your panel skews toward the simpler end of internal medicine.

Nabla: Designed for Complex Multi-Problem Encounters

Nabla's copilot approach is the most direct answer to internal medicine's documentation problem. Its pre-charting feature pulls in the patient's problem list, medications, and recent labs before you even start the encounter, giving the AI context before the visit starts. For complex visits, that design matters — the AI already has the problem list rather than inferring it from audio.

Nabla's notes are organized problem-by-problem in the assessment and plan, and the product is designed to capture which medication changes apply to which condition during reconciliation discussions — the two places where multi-problem internal medicine notes usually fall apart.

The tradeoff is a steeper learning curve during setup. Nabla's template customization system takes a few hours to configure for your preferred internal medicine note format.

Nabla no longer publishes pricing (re-checked 2026-08-07; earlier public per-provider rates were removed) — budgeting now requires a sales conversation. A free trial is offered, though its length is no longer published.

DeepScribe: The Specialty-Model Approach

DeepScribe has invested in specialty-specific AI models, and internal medicine is one of them. The pitch is documentation tuned to IM encounters rather than a generic model's best guess at them. We have not tested the IM model's output ourselves.

One scenario worth testing in the trial: the "by the way" problem — a patient mentions a new concern late in the visit, and the note has to place it correctly rather than appending it awkwardly at the end. This is exactly the kind of structure a specialty model should handle better than a generic one; verify that it does.

At $350-$500/month and with EHR support for AthenaHealth, eClinicalWorks, Epic, DrChrono, and AdvancedMD, DeepScribe is competitively positioned for small-to-mid-size IM groups. The 14-day free trial is long enough to test with complex patients.

Abridge: The Accuracy-Focused Premium Option

Abridge stakes its positioning on clinical accuracy, and it backs that with a feature no other tool here documents: linked evidence — click any part of the note to hear the exact moment it was captured. For internal medicine, where accurate attribution feeds quality metrics, that traceability is the concrete differentiator.

The catch for small IM practices: Abridge does not publish pricing — there is no public pricing page, and engagement runs through an enterprise sales process (checked 2026-06-12) — so budgeting starts with requesting a quote. The AthenaHealth integration, while functional, is not as polished as the Epic integration. If you are a larger IM group on Epic, Abridge is compelling. For a solo internist on AthenaHealth, the cost-benefit calculus is harder.

Comparison at a Glance

Our Recommendation

If multi-problem visits dominate your panel, Nabla has the strongest documented fit. Pre-charting and problem-by-problem note organization are designed for exactly the challenge internists face most. The free trial (length no longer published — confirm with the vendor) lets you test with your most complex patients before committing.

If budget is the primary constraint and your average visit complexity is moderate, Freed is the value option. If note-to-audio traceability matters for your quality documentation and an enterprise contract fits your practice, Abridge is the differentiated choice.

DeepScribe is the strongest choice for practices that also see specialty patients (cardiology, gastroenterology) alongside general internal medicine — its specialty-specific models add real value in that scenario.

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