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1 shared rubric · Updated October 2026

SmarterDx vs Solventum 360 Encompass

SmarterDx and Solventum 360 Encompass share one scored category, AI CDI and utilization review. SmarterDx scores higher in the shared category — 40–37 for AI CDI and utilization review out of 50. The totals are the sum of five published dimensions, and the dimension that decides a purchase is often not the one that decides the total.

Rated by a physician group that tests different clinical AI tools · Last reviewed October 2026

SmarterDx

CDI

40/50

Full SmarterDx review

Solventum 360 Encompass

CDI

37/50

Full Solventum 360 Encompass review

Side by side

SmarterDx and Solventum 360 Encompass, dimension by dimension

Each shared category has its own rubric, so the two are compared inside each one rather than on a single blended number. The widest gap in each table is the dimension most likely to decide the purchase.

AI CDI & utilization review

40 – 37SmarterDx by 3

AI CDI & utilization review rubric, ordered by the size of the gap. Each dimension is scored out of 10.
DimensionSmarterDxSolventum 360 EncompassGap
Traceability & auditabilityWhether every suggested code or query anchors to a verbatim phrase in the record, and whether the audit trail would survive a payer or RAC review.97+2
Capture accuracyHow reliably the tool finds genuine documentation gaps — diagnosis specificity, HCC recapture, severity and acuity capture — without flooding reviewers with false positives.98+1
Revenue & denial impactDocumented effect on case mix index, DRG accuracy, denial rates and appeal outcomes, weighted toward externally reported results over vendor claims.98+1
EHR & deploymentDepth of EHR integration, concurrent versus retrospective review support, reviewer worklist prioritization, and the implementation burden on IT and HIM.910-1
Access & transparencyPublished pricing, evaluation path, and whether a clinician or a small group can trial the tool without an enterprise procurement cycle.44—

SmarterDx

Best for
Hospitals that want a pre-bill AI pass over finished charts — labs, imaging, vitals, meds and notes — to catch missed revenue and denial risk before the claim goes out.
Limitation
Acute-care focused and enterprise-only, so it does not serve ambulatory groups or individual clinicians.
Price
Enterprise, sales-led; no published rate

Solventum 360 Encompass

Best for
Large health systems and academic medical centres that want computer-assisted coding, APR-DRG grouping and CDI workflow from one vendor with mature EHR interoperability.
Limitation
The heaviest implementation of the six, and its query workflows are built for established HIM departments rather than individual clinicians.
Price
Enterprise licensing

The decision

Which one should you buy?

Choose SmarterDx when

  • CDI

    Hospitals that want a pre-bill AI pass over finished charts — labs, imaging, vitals, meds and notes — to catch missed revenue and denial risk before the claim goes out.

What it cannot do

Acute-care focused and enterprise-only, so it does not serve ambulatory groups or individual clinicians.

Every SmarterDx score

Choose Solventum 360 Encompass when

  • CDI

    Large health systems and academic medical centres that want computer-assisted coding, APR-DRG grouping and CDI workflow from one vendor with mature EHR interoperability.

What it cannot do

The heaviest implementation of the six, and its query workflows are built for established HIM departments rather than individual clinicians.

Every Solventum 360 Encompass score

Field context & pricing

Where SmarterDx and Solventum 360 Encompass stand in AI CDI and utilization review

A two-tool comparison shows who wins between the pair, not whether a third tool in the same category outperforms both. In AI CDI and utilization review, SmarterDx ranks #2 of 6 (40/50, enterprise or institutional, sales-led) and Solventum 360 Encompass ranks #4 of 6 (37/50, enterprise or institutional, sales-led).

Full AI CDI & utilization review leaderboard showing SmarterDx and Solventum 360 Encompass alongside all 6 tools scored in the category. Each dimension is scored out of 10, for a maximum of 50.
ToolCaptureTraceabilityRevenueEHR fitAccessTotal
Waystar / Iodine Software98910541
SmarterDx9999440
EvidenceMD91084839
Solventum 360 Encompass87810437
Regard9888336
Navina8887435

Limits

What this comparison cannot tell you

Neither tool has been benchmarked here against live patient data. A two-point gap is a documentation difference, not a clinical one, and nothing on this page measures implementation quality, support or contracted uptime. Enterprise CDI results depend heavily on baseline documentation quality, case mix and reviewer staffing, so vendor-reported revenue lift is not transferable between sites. Five of the six tools publish no pricing, and none publishes an externally audited accuracy benchmark. Inpatient DRG capture and ambulatory HCC suspecting are distinct purchases — Waystar/Iodine and SmarterDx lead acute inpatient workflows, Navina targets outpatient risk adjustment, and EvidenceMD operates at the point of clinician documentation.

Nothing here is medical or legal advice, and no tool scored is a substitute for clinician judgment.

Common questions

SmarterDx vs Solventum 360 Encompass: common questions

Is SmarterDx or Solventum 360 Encompass better?

SmarterDx and Solventum 360 Encompass share one scored category, AI CDI and utilization review. SmarterDx scores higher in the shared category — 40–37 for AI CDI and utilization review out of 50. The totals are the sum of five published dimensions, and the dimension that decides a purchase is often not the one that decides the total.

What is the biggest difference between SmarterDx and Solventum 360 Encompass?

For AI CDI and utilization review the widest gap is traceability & auditability: 9/10 for SmarterDx against 7/10 for Solventum 360 Encompass. That dimension measures whether every suggested code or query anchors to a verbatim phrase in the record, and whether the audit trail would survive a payer or RAC review.

When should you choose SmarterDx over Solventum 360 Encompass?

SmarterDx scores higher for AI CDI and utilization review. Hospitals that want a pre-bill AI pass over finished charts — labs, imaging, vitals, meds and notes — to catch missed revenue and denial risk before the claim goes out. The case against it: acute-care focused and enterprise-only, so it does not serve ambulatory groups or individual clinicians.

When should you choose Solventum 360 Encompass over SmarterDx?

Large health systems and academic medical centres that want computer-assisted coding, APR-DRG grouping and CDI workflow from one vendor with mature EHR interoperability. The case against it: the heaviest implementation of the six, and its query workflows are built for established HIM departments rather than individual clinicians.

How do SmarterDx and Solventum 360 Encompass compare on price?

SmarterDx: Enterprise, sales-led; no published rate Solventum 360 Encompass: Enterprise licensing Pricing comes from each vendor's published pricing page; where a vendor publishes no rate, that is recorded rather than estimated.

Keep reading

The full rankings behind this comparison