STAR/Quality & Risk Adjustment Practice | ATTAC Consulting Group
● STAR/Quality & Risk Adjustment Practice

Relentless action. Thoughtful navigation.

ATTAC Consulting Group unites expert advisory, proven innovation, and execution focused teams into one practice that drives measurable business results and better health outcomes across Medicare Advantage, ACA, Medicaid, Commercial Plans, IPAs, ACOs, and Health Systems.

We are experts and innovators who do the work, not just advise on it.

Expertise

Former health plan executives, clinicians, certified coders, data scientists, and former regulatory leaders with deep command of CMS, NCQA, and state programs.

Innovation

We help organizations adopt the right AI, the right way, and prove it was right, turning AI ambition into operational efficiency, revenue, and better health outcomes at scale.

Execution

Teams that roll up their sleeves, move in days not quarters, and turn intelligence into compliant, defensible, repeatable results.

Where revenue integrity and quality performance finally meet.

Most organizations treat risk adjustment, Star Ratings, and quality accreditation as separate silos run by separate vendors, leaving revenue uncaptured, ratings stagnant, and data fragmented. The decline in Medicare Advantage Star Ratings and the expansion of annual RADV audits have made that fragmentation expensive and risky.

Our practice closes those gaps. We pair seasoned advisors with best in class technology and managed services, several delivered through curated partner platforms under the ATTAC banner, so you get one accountable team across the full member, quality, and revenue journey.

Why It Matters Now

  • CMS is expanding RADV audits to every eligible MA contract annually, with larger samples and extrapolated recoveries.
  • Star Ratings drive Quality Bonus Payments, rebates, and benefit richness, and have broadly declined across the industry.
  • Clinical experience and clinical outcome measures are moving to higher weight based on the CMS CY2027 final rule.
  • NCQA's Digital Quality 2030 Roadmap and CMS's Interoperability mandates are reshaping how every measure is captured and reported.
Core Capabilities

Four connected disciplines. One accountable partner.

Each capability stands on its own as deep advisory and managed service expertise, and compounds in value when delivered together across your enterprise.

1

Risk Adjustment Advisory

End to end strategy, compliance, and program optimization for accurate illness burden capture and defensible revenue, stopping data leakage from the point of care through EDS and EDGE server submission. Our practice SMEs, including former health plan executives, are experts across all industry risk adjustment tools and vendors.

Medicare AdvantageCommercial ACAMedicaid & ACOs
Representative Services
Vendor agnostic suspecting analytics support to establish, validate, and operationalize suspecting logic across any platform.
Risk adjustment reporting design and oversight, with practice SMEs who are experts on all industry tools.
Clinical documentation integrity (CDI) program development to drive accurate, complete, and compliant capture at the point of care.
RADV audit readiness and defense including mock audits and sampling and extrapolation review.
Encounter data and submission integrity across EDS and MAO-002 and 004 reconciliation.
HCC coding and medical record review with multi pass certified coders and accuracy controls.
Vendor strategy and oversight for prospective, concurrent, and retrospective program mix.
Risk score forecasting for mid year, final sweep, and revenue accrual projections.
Provider engagement and education with documentation programs and bidirectional data sharing.
Validira ATTAC's Risk Adjustment Coding Division

Coding and audit execution is delivered through Validira, providing RADV management, HCC coding, IVA services, and HEDIS hybrid support for Medicare Advantage and ACA health plans nationwide. With 20 years of experience and the depth, scale, and regulatory credibility the forever audit demands.

8–10%
more HCCs identified on average vs. prior coding efforts
2

STAR Rating Advisory

Data driven Stars strategy with the analytics, tracking, calculation, and cross functional execution needed to reach and sustain 4 plus Stars, including measure level tracking and predictive simulation.

HEDISCAHPSHOSPharmacy & Ops
Representative Services
STARS tracking and calculation engine with measure level monitoring, cut point modeling, and a single source of truth.
Predictive Stars simulation with scenario modeling to prioritize the highest yield initiatives.
Current state assessment and gap analysis benchmarked against national cut points.
CAHPS and member experience strategy with omni channel outreach and communications governance.
HOS and functional health programs for fall risk, physical activity, and bladder control.
HEDIS performance improvement with care gap closure, supplemental data, and chart chase optimization.
All pharmacy and related measures including adherence, MTM, statin use, PDE reconciliation, and program management support.
Stars governance and war room operations with rapid cycle accountability across teams.
3

Digital Quality Enablement

Future proofing your quality and risk programs for the federally mandated shift to digital quality measurement, turning interoperability requirements into a real time performance advantage ahead of NCQA's goal to make HEDIS fully digital by 2030.

FHIR & CQLdQM / eCQMECDSInteroperability
Representative Services
Digital quality roadmap for the multi year transition from claims based to FHIR native measurement.
FHIR and interoperability readiness assessed against CMS interoperability and prior authorization rules.
Digital HEDIS and eCQM enablement with measure migration, CQL logic validation, and comparative testing.
ECDS and clinical data strategy for sourcing, mapping, and transformation into FHIR profiles.
Custom digital measures built for alternative payment models and value based care.
Data quality and validation controls underpinning Stars, HEDIS, and risk accuracy.
Real time quality analytics with rapid cycle feedback and a learning health system model.
Organizational change and training to ready teams and workflows for digital reporting.
4

Health Quality & Outcome Accreditation

Building a durable culture of quality that earns and sustains accreditation while measurably improving member health outcomes and closing equity gaps.

NCQAState QI
Representative Services
Accreditation readiness and survey support for NCQA Health Plan accreditation.
Standards gap assessment mapping operations to accreditation and clinical performance indicators.
Corrective action plan remediation with structured response and ongoing monitoring.
Quality program design including QI and QAPI frameworks and committee structures.
Outcomes measurement tying care management to clinical and experience results.
Medicaid quality performance aligned to state specific measure sets and incentives.
Interim quality leadership and staffing with experienced talent on demand.
AI Readiness

Navigate AI with confidence.

AI is moving fast, including CMS's move toward AI inferred risk adjustment, and the market is flooded with tools. Few organizations have the independent expertise to tell hype from value. We are vendor agnostic, compliance first, and outcomes accountable, guiding you to choose, govern, and apply the right AI across risk adjustment, quality improvement, and healthcare operations.

Strategy & Selection

Choosing the Right AI

Independent, practical guidance on where AI belongs and which solutions earn their place, with no platform allegiance.

  • Choosing AI powered risk adjustment tools
  • Best practices for selecting AI in quality improvement and healthcare operations
  • Vendor evaluation, bake-offs, and readiness assessment
Frameworks & Governance

Applying AI Responsibly

The frameworks and guardrails that turn AI ambition into practical, defensible use, keeping people in command of every decision.

  • Building an agentic framework for practical use cases in risk adjustment, quality, and operations
  • Compliance considerations in the use of AI
  • Human in the loop oversight and audit defensibility
  • Data readiness as the foundation for trustworthy AI

As independent AI advisors, we are not tied to any platform, so our only goal is helping you pick AI that actually works for your organization, strengthens revenue and quality, and holds up under audit.

Platform & Technology

Advisory powered by best in class technology.

We combine our experts with proven analytics and engagement platforms, delivered as integrated ATTAC solutions, so insight and execution work as one system.

Predictive Analytics

Revenue & Star Intelligence

A unified analytics engine that filters noise into predictive, defensible intelligence leaders can act on.

  • Risk adjustment and revenue accuracy
  • RADV audit intelligence
  • Premium and enrollment integrity
  • Star and quality performance analytics
  • Payment integrity, MSP and COB
Vendor Agnostic

Tool & Vendor Expertise

Practice SMEs who are experts across the full landscape of industry risk and quality tools, with no platform allegiance.

  • Suspecting analytics across any platform
  • Risk adjustment and quality reporting
  • Tool selection, evaluation, and oversight
  • Navigating and enabling AI powered tools

Select analytics and digital quality capabilities are delivered through curated partner platforms, fully integrated and supported under the ATTAC Consulting Group practice as a single accountable engagement.

Proven Results

Relentless action, measurable impact.

A sample of outcomes our practice leaders have delivered across Medicare Advantage, ACA, and Medicaid.

Medicare Advantage
$1.25Mrecovered
in 45 days

Closing submission gaps with a rapid data trace

Reconciled risk adjustment submission gaps through an end to end data trace from EDI through to CMS, recovering revenue that was leaking undetected.

ACA Marketplace
$2Mimpact in
one week

Redesigned targeting logic for immediate transfer value

A regional payer faced a persistent risk score accuracy gap versus peers. We analyzed historical results, redesigned the targeting logic, and revamped the retrospective program in a single week to drive immediate risk transfer value.

MA & ACA
>10:1ROI via interim
leadership

Stabilizing operations as embedded leaders

Stepped in to manage vendors and analysts, stabilized day to day operations, and built both prospective and retrospective solutions that delivered more than ten times their cost.

Audit & Coding Operations
110%increase in records
reviewed, 4:1 ROI

Audit standard coding that withstands scrutiny

Applied an auditor's mindset across retrospective coding and validation, more than doubling medical records reviewed while delivering $2M in incremental, defensible revenue impact.

100%
CMS agreement with our coding on ACA HHS-RADV validation work through BY24
+8–10%
New HCCs surfaced beyond standard retrospective reviews
10%
Of all H-Contracts in the last MA RADV round supported by Validira, our coding division
Practice Leadership

Led by operators who have sat in your seat.

Our practice is guided by former health plan executives with deep, hands on command of risk adjustment, Stars, and quality.

Subbu Ramalingam
Managing Director, Risk Adjustment & Stars

A former health plan executive with more than 20 years of experience, including 9 years inside health plans, Subbu has led ACA, Medicare Advantage, and Medicaid risk adjustment and Stars and quality programs end to end. He pairs deep operational command with a vendor agnostic, outcomes first approach to help organizations protect revenue and elevate quality.

  • Former Vice President at CareFirst BlueCross BlueShield, leading ACA, MA, and Medicaid Risk Adjustment and Stars and Quality.
  • Former Senior Director of Client Success at Veradigm and Pulse8.
  • Former Director of Stars and Member Engagement at Independence Health Group.
  • More than 20 years of experience, 15 years in healthcare, and 9 years within health plans.
  • Deep expertise across risk adjustment, quality, Stars, and data analytics.
  • Recognized for building prospective, concurrent, and retrospective programs that are audit durable.
The ATTAC Difference

Advisors who roll up their sleeves.

Integrated, Not Siloed

One team connecting risk adjustment, Stars, accreditation, and digital quality so revenue and quality reinforce each other.

Data & Outcomes Driven

Predictive analytics and benchmarking that turn assessments into measurable, prioritized action.

Built for Speed

Engagements that start in as little as 24 hours, because every day matters in a shifting regulatory landscape.

Built for What's Next

Front row insight into RADV expansion, evolving Stars weighting, and the FHIR based digital quality transition.

Who We Serve

Partners across every line of government and value based business.

Medicare Advantage Plans
ACA Marketplace Issuers
Managed Medicaid Plans
Commercial Health Plans
Risk Bearing Providers & ACOs
IPAs & Provider Groups
Healthcare Technology Vendors

Let's protect your revenue and elevate your ratings.

Whether you need a focused engagement or an enterprise transformation across all four disciplines, our experts deliver timely, actionable, and customized results.

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