Healthcare AI Integration
Vendor selection, FHIR enablement, BAA review, and rollout — the full integration engagement once the ROI math checks out.
Explore Healthcare AI IntegrationModel the cost, productivity value, and payback period of deploying an AI scribe across your clinicians. Adjust inputs to match your org — results update live.
Enter your organization's parameters. The calculator computes hours reclaimed, annual productivity value, net ROI, and payback period live as you type.
Productivity value assumes 22 working days/month. Does not include quality-of-life, retention, or throughput benefits — typically another 15–25% of value. Discuss with your finance team before using in a business case.
The calculator uses a straightforward productivity model. Here's what goes in, what comes out, and what it deliberately doesn't measure.
Hours saved per month = documentation minutes/day × (reduction % / 100) × 22 working days / 60 × provider count.
Annual productivity value = hours saved × 12 × hourly rate.
Net ROI = productivity value − annual subscription cost.
Typically adds another 15–25% of value in full TCO analyses.
25 providers, 40% reduction, $150/hr — still net-positive
50 providers, 60% reduction, $200/hr — typical mid-size deployment
100 providers, 70% reduction, $250/hr — large health system
The calculator's most sensitive input is daily documentation minutes. Use these published benchmarks to set a defensible baseline for your specialty mix.
| Specialty | Encounters / day | Doc minutes / encounter | Daily doc minutes | Source |
|---|---|---|---|---|
| Primary care (family / internal medicine) | 18–22 | 4–6 | 90–120 | Sinsky et al., Ann. Fam. Med. (2017) |
| Hospitalist / inpatient | 12–16 (rounding) | 6–9 | 90–120 | Society of Hospital Medicine (2022) |
| Behavioral health / psychiatry | 8–12 | 8–12 | 60–110 | APA workforce study (2020) |
| Pediatrics | 20–28 | 3–4 | 75–110 | AAP practice survey (2021) |
| Specialty clinic (cardiology, GI, rheumatology, derm) | 14–18 | 4–5 | 60–80 | AMA STEPS Forward™ (2020) |
| OB/GYN | 15–20 | 4–5 | 60–80 | ACOG practice profile (2020) |
| Emergency medicine (per shift) | 16–24 | 3–5 | 60–90 | ACEP documentation surveys |
| Procedural (surgery, ortho, ophthalmology) | 8–12 | 3–5 | 30–45 | ONC EHR burden strategy (2020) |
For a multi-specialty group, weight the daily-doc-minutes input by your specialty mix. A 100-provider group with 60 primary care + 30 specialty + 10 procedural lands around ~95 doc minutes/day on a weighted average. Plug that figure into the calculator above alongside your reduction percentage and hourly rate to model net ROI.
Conservative business cases use the low end of each range; ambitious cases use the high end. Validate against a 30-day pre-deployment baseline pull from your EHR's audit log if you're building a board-level case.
Sources: Sinsky CA, Colligan L, Li L, et al. Allocation of Physician Time in Ambulatory Practice, Annals of Family Medicine (2017). AMA STEPS Forward™ documentation-burden modules (2020). ONC Strategy on Reducing Regulatory and Administrative Burden Relating to the Use of Health IT (2020). Society of Hospital Medicine 2022 Workforce Survey. ACEP, AAP, APA, and ACOG specialty workforce profile reports.
Public and sourced pricing ranges for the major ambient documentation platforms. Ranges reflect volume tier, specialty, and integration scope. Use as input to the calculator — not as a quote.
| Vendor | Pricing model | Typical range | Notes |
|---|---|---|---|
| Abridge | Per-provider / month | $250–$400 | Epic partnership, deep US Core FHIR integration |
| Suki | Per-provider / month | $200–$350 | EHR-agnostic; strong ambulatory specialty coverage |
| Nuance DAX Copilot | Per-provider / month | $300–$500 | Microsoft/Nuance; enterprise EHR deployments |
| Dragon Copilot | Per-provider / month | $250–$450 | Microsoft-native; tight integration with Dragon Medical One |
| Commure | Per-provider / month | $200–$400 | Platform play; pairs with other Commure modules |
| Ambience Healthcare | Per-provider / month | $250–$400 | Ambient scribe + coding support |
| Freed AI | Per-provider / month | $99–$150 | Lower-cost ambulatory focus; fast deployment |
| Heidi Health | Per-provider / month | $99–$200 | International; strong ambulatory + specialty coverage |
Ranges compiled from publicly disclosed customer engagements and industry benchmarks. Actual vendor pricing varies by volume commitment, specialty mix, integration scope, and negotiation. Not a substitute for direct quotes.
The productivity math is the conservative case. These three factors typically add 15-25% of additional value but vary too widely to put in a general-purpose calculator.
Ambient documentation consistently ranks as the #1 or #2 burnout-reducing intervention in AMA and ACGME surveys. A 1-percentage-point improvement in annual retention typically saves $180K-$350K per retained physician in replacement costs — often matching the scribe subscription cost for 50 providers.
AI scribes with coding support (CPT/HCC suggestions) commonly increase documentation specificity, which translates to more accurate RVU capture and risk adjustment. Health systems with mature coding programs report 2-4% revenue capture gains attributable to the scribe's note quality.
When documentation moves out of the encounter, visit length typically drops 3-6 minutes while patient satisfaction rises. Some clinics use the reclaimed time to see more patients; others use it to leave on time. Both have economic value, but the mix depends entirely on your operating model.
For mid-size organizations, net annual ROI usually lands between $500K and $2.5M in the first year after a full rollout — assuming 30–60% reduction in documentation time and hourly opportunity cost in the $150–$250 range. The calculator above models this directly: your mileage depends heavily on provider count, specialty mix, and how aggressively the vendor handles coding (which some do better than others). Conservative scenario inputs (50% reduction, $150/hr) typically still produce positive ROI above 20 providers.
Most organizations break even in under 3 months when a scribe is actively used by the providers it’s licensed to. The critical variable isn’t the math — it’s provider adoption. A scribe licensed to 100 providers but actively used by 40 generates only 40% of the projected value, which doubles the payback period. Saga’s engagements focus heavily on clinician adoption support for this reason.
No — the per-provider monthly cost input reflects the vendor’s subscription price only. Integration work (SMART on FHIR launch, note writeback, coding templates, single sign-on, user provisioning) is a separate one-time engagement typically ranging from $40K–$150K depending on EHR complexity and the number of specialties involved. We’re happy to scope integration costs as part of a full TCO analysis. See our Epic integration services or Oracle Health integration.
This is the percentage reduction in time a provider spends writing or dictating clinical notes compared to their pre-scribe baseline. Published data from Nuance DAX, Abridge, and Suki deployments in large health systems shows 30–70% reductions depending on specialty. Primary care typically sees the largest gains (60–80%) because documentation is the dominant non-clinical task; procedural specialties see smaller gains because most of the provider’s time isn’t spent documenting. For a conservative business case, model at 50%. For an ambitious one, model at 65% and validate against a pilot.
Traditional human scribes cost $40K–$60K per clinician per year and require hiring, training, and retention. AI scribes (Abridge, Suki, Nuance DAX, Dragon Copilot, Commure, Ambience, Freed) cost $3K–$9K per clinician per year and deploy software-style — no staffing ramp, works during evenings and weekends, scales instantly. The tradeoff: AI scribes require clinicians to review and sign the note (though accuracy in 2026 is typically 95%+ for well-trained specialty models), and they don’t handle the ambient workflow coordination tasks that a human scribe can (e.g., prepping the next room, handling quick questions). Most health systems are replacing human scribes with AI or deploying AI where human scribes were never economically feasible.
These are real benefits, but they’re notoriously hard to attribute cleanly to a single intervention and vary 10x across organizations. Conservative business cases limit themselves to direct productivity value (reclaimed clinician hours × hourly rate), which is what this tool models. In practice, clients often see an additional 15–25% of value from retention (reduced clinician burnout→reduced turnover) and throughput (same providers seeing more patients). We model these as sensitivity ranges in full consulting engagements rather than baking them into the public calculator.
It depends on your EHR, specialty mix, and deployment preferences. Epic shops commonly evaluate Abridge (Epic partnership), Nuance DAX Copilot (Microsoft/Nuance), and Suki. Cerner/Oracle shops often look at Abridge, Suki, and Ambience. Ambulatory-focused practices frequently choose Freed or Heidi for their lower cost-per-provider and faster deployment. Enterprise deployments with strict compliance needs tend toward Nuance DAX or Commure. We’ve done integration work across most of these platforms — book a consultation if you want a vendor-neutral recommendation based on your specific environment.
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