Sift Healthcare
Optimizes healthcare payments with data-driven revenue cycle tools.. [Contact for Pricing]
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What is Sift Healthcare?
Sift Healthcare’s RevProtect platform is an AI‑driven payments intelligence solution that helps health systems predict, prevent, and resolve reimbursement risk across the revenue cycle. It connects clinical documentation, coding, utilization review, and financial data in real time, then surfaces claims likely to be denied, underpaid, or downgraded before the claim is even billed. The system turns those predictions into role‑specific actions—such as documentation edits, coding adjustments, or prior‑authorization steps—embedded directly into EHRs, coding systems, and payer follow‑up workflows so teams can act before payment is lost.
RevProtect is designed for large health systems, enterprise revenue cycle teams, and outsourced revenue cycle management vendors that handle complex payer mixes and high volumes of claims. It targets denial types that traditional analytics often miss: clinical validation downgrades, DRG reductions, and retrospective takebacks that show up months after a claim is paid. The platform provides enterprise‑grade data infrastructure, including 329 proprietary MS‑DRG playbooks and hundreds of normalized clinical and financial data elements, giving organizations a unified view of where revenue risk is introduced by payer, service line, and process.
Key capabilities include real‑time reimbursement prediction as care is documented, root‑cause identification that explains why a claim is at risk, and workflow‑embedded recommendations that integrate into existing UR, CDI, coding, and patient financial services tools without requiring teams to switch to a new portal. RevProtect also continuously learns from claim outcomes, refining its models and updating ROI metrics so denial prevention and appeal prioritization improve over time. For Sift’s customers, this means fewer denials, fewer bad‑debt write‑offs, faster cash flow, and more efficient use of revenue cycle staff and vendor resources.
Sift Healthcare pricing
Pricing model: Freemium
Sift Healthcare does not publish a public, self‑serve pricing table; RevProtect is offered through enterprise‑scale contracts billed on a recurring, usage‑based model tied to claim or patient‑account volume. Plans are negotiated per health system or vendor partner, with fees structured to reflect the size of the organization, number of facilities, and complexity of payer mix rather than a simple per‑user or per‑seat fee. There is no broadly advertised free tier or trial on the website; instead, interested organizations must contact Sift’s sales team for a custom quote and contractual arrangement.
Sift Healthcare pros
- Predicts denials and underpayments before claims are submitted
- Models DRG and level‑of‑care downgrades in real time
- Embeds AI‑driven recommendations into existing EHR and coding workflows
- Provides payer‑specific payment risk signals by DRG and documentation pattern
- Surface clinical root causes of revenue risk, not just financial flags
- Helps prioritize which denials and appeals are most likely to pay back
- Reduces the need to chase retroactive denials and takebacks
- Integrates with existing RCM tools instead of requiring a new portal
- Uses 329 proprietary MS‑DRG playbooks tuned to real‑world outcomes
- Normalizes 100% of claims data for consistent, cross‑payer analysis
- Operators continuous learning from each claim outcome to refine models
- Improves CDI and UR documentation decisions using payment‑risk feedback
- Helps contract management teams verify payer behavior against contracts
- Accelerates cash flow by cutting avoidable write‑offs and denials
- Reduces administrative waste in revenue cycle operations
- Supports complex, multi‑payer health system environments
- Enables revenue cycle teams to act earlier in the care and billing cycle
- Provides measurable ROI metrics tied to denial reduction and revenue protection
Sift Healthcare cons
- Primarily targeted at large health systems, not small practices
- Requires integration into existing EHR and RCM ecosystems
- Complex setup and data mapping for heterogeneous legacy systems
- Enterprise‑level contracts can be costly for smaller organizations
- Learning curve for staff adapting to AI‑driven recommendations
- Relies on high‑quality, normalized claims and clinical data imports
- May not replace all third‑party RCM vendors, only augment them
- Value depends heavily on payer mix and existing denial rates
- Limited public transparency on exact pricing structure
- Designed mainly for denial and underpayment prevention, not front‑end patient billing UX
Frequently asked questions about Sift Healthcare
What does Sift Healthcare’s RevProtect platform actually do?
RevProtect is an AI‑driven payments intelligence platform that predicts reimbursement risk across the revenue cycle by combining clinical documentation, coding, utilization review, and financial claims data. It identifies claims likely to be denied, underpaid, or downgraded before they are billed, then turns those signals into specific, role‑based actions—such as documentation edits or coding adjustments—embedded directly into existing workflows in the EHR, coding systems, and payer follow‑up tools.
Who is RevProtect built for?
RevProtect is designed for large health systems, complex enterprise revenue cycle teams, and outsourced revenue cycle management vendors that manage high volumes of claims and diverse payer mixes. The platform supports organizations that want to prevent revenue loss from denials, DRG reductions, and clinical takebacks rather than just reacting after claims are denied or paid incorrectly.
How does RevProtect predict reimbursement risk?
RevProtect models reimbursement risk as care is documented, using proprietary machine‑learning models trained on millions of claims, remits, and clinical records. It connects clinical context—such as diagnosis, procedure codes, and documentation patterns—to historical payer behavior to estimate the likelihood of denials, level‑of‑care downgrades, DRG reductions, and underpayments before the claim is submitted.
How does RevProtect integrate with existing systems?
RevProtect offers multiple deployment options: teams can use Sift’s own UI for denials and prevention workflows, or Sift can embed predictions, recommendations, and rationale directly into existing EHRs, coding tools, or third‑party RCM platforms via integration. The platform can also be deployed through strategic partners who help accelerate integration and manage the rollout across a health system’s footprint.
What types of revenue problems does RevProtect address?
RevProtect focuses on preventable revenue loss such as denials, clinical validation downgrades, DRG reductions, and retrospective takebacks that occur even when claims initially appear to have paid. It also helps reduce underpayments and write‑offs by surfacing risk earlier in care and billing, and by prioritizing follow‑up work on the denials and appeals most likely to yield payment.
How does RevProtect help CDI, coding, and utilization review teams?
RevProtect surfaces reimbursement risk signals as documentation is being created, giving CDI, coding, and UR teams clear, payer‑specific guidance on where documentation or coding changes can prevent denials or downgrades. The system highlights which documentation gaps or patterns are most likely to trigger adverse payment outcomes, enabling teams to act before the claim is ever billed.
Does RevProtect have a self‑service portal or dashboard I can see independently?
RevProtect includes a purpose‑built UI for denials, overturnability, and prevention workflows that revenue cycle teams can use standalone, but the platform is also designed to push insights and recommendations into tools teams already use, such as EHR worklists and coding queues. Users can access normalized denials metrics, DRG‑level risk views, and workflow performance dashboards depending on how the health system deploys the solution.
How does RevProtect improve patient financial outcomes?
By reducing denials and underpayments, RevProtect helps ensure that claims are paid correctly the first time, which cuts down on patient‑level denials and unexpected bills. This reduces the number of patient accounts that end up in collections or write‑offs and improves the overall predictability of patient responsibility collections through better upstream payment outcomes.
How does RevProtect learn and improve over time?
Every claim outcome—including denials, appeals, and ultimately payment—feeds back into RevProtect’s models, which continuously refine predictions, recommendations, and ROI metrics. As more data is ingested and more denials are prevented or successfully appealed, the system’s MS‑DRG playbooks and risk‑scoring logic become more accurate and tailored to each health system’s specific payer mix and workflow patterns.
What pricing or trial options are available for RevProtect?
RevProtect is offered through enterprise‑scale contracts with recurring fees based on claim or patient‑account volume rather than a public, per‑user pricing grid. There is no clearly advertised free tier or self‑serve trial on the website; interested organizations must contact Sift’s sales team to request a custom quote, discuss deployment scope, and negotiate contractual terms.