Healthcare Domain Expertise

Compliance is staff hours. Custom automation is owned software.

State Medicaid reporting, HEDIS and STARS submissions, payer-specific prior authorization, survey readiness, QAPI cycles. Commercial vendors lag on the niche requirements that consume your staff hours. We build the audit-ready automation that makes the workload visible, the deadline manageable, and the regulator predictable.

60-80%

Manual Hours Cut

13 mo

GSA MAS Process

$75K

Entry-Point Pilot

Audit-ready

By Architecture

Healthcare compliance and quality reporting automation dashboard

Audit-ready compliance reporting across multi-EHR, multi-state networks

What Compliance Automation Is

Manual reporting work, replaced with owned software that audits cleanly.

Healthcare compliance and quality automation replaces manual data collection, normalization, and reporting work with custom software. Targets include CMS quality measures, state Medicaid reporting formats, HEDIS and STARS measure submissions, payer-specific prior authorization workflows, survey readiness across multi-facility networks, and the QAPI cycles that connect quality data to operational improvement.

The architecture is audit-ready by design: end-to-end audit logging, role-based access, encryption, and a configurable rules engine that adapts to regulatory changes without a vendor support ticket. Custom is the right answer when your reporting requirements span more than the most common formats.

The Problem

Compliance debt compounds. Manual workarounds rarely scale down.

Quality and compliance teams spend their days on data normalization, format translation, and report generation. Vendor tools handle the common cases. The expensive case is the niche requirement that nobody automates because the volume per requirement is small. Multiply by 30 niche requirements and the math is brutal.

Manual

Data Collection

Quality teams pull from multiple EHRs, normalize formats, and assemble reports by hand. The work is invisible until the deadline lands.

State

Format Variation

Medicaid reporting differs by state. Vendors prioritize the biggest. Your state may not be one of them, and the workaround sits on a quality director's desk.

Survey

Readiness Surprises

Deficiencies surface during the survey, not on a Tuesday dashboard. The cost of late discovery exceeds the cost of automation.

Audit

Trail Gaps

When the auditor asks for the source of a number, manual workflows often cannot produce a clean trail. Custom systems are designed to.

The Three-Option Framework

Buy. Build. Partner.

Commercial compliance vendors handle the common requirements. Build-from-scratch is a long road. Partner is the lane DS was built for: you drive the regulatory model and own the IP, we bring data engineering, multi-EHR integration, and the audit discipline of regulated environments.

Decision Lever Buy (PointClickCare QAPI, HealthStream, Inovalon) Build (Ground Up) Partner with DS
Time to first automated report Weeks for common reports 12 to 18 months $75K single-report pilot in 8 to 12 weeks
Niche requirement fit Common cases only, niche on backlog Exact fit, you carry all the risk Exact fit on a configurable rules engine
Multi-EHR data normalization Limited or vendor-specific Yours to architect Multi-EHR-native: PointClickCare and Gehrimed in production, Epic in R&D, Cerner, MatrixCare, Netsmart, Elation via FHIR/HL7/ADT
Audit trail completeness Vendor-defined Yours to design Audit-ready by architecture, regulator-tested
Regulatory change adaptation Vendor roadmap dependent You own the change Configurable rule sets, no vendor ticket required
Best fit for Standard, single-state, common reports Ventures with deep tech teams Multi-state, multi-payer, niche reporting, audit-heavy operations
Architecture

Three layers, one audit trail.

Compliance and quality automation that holds up under audit has three layers. Skip any of them and you have a report nobody can defend when the regulator asks for the source.

1

Multi-EHR Data Normalization

Pulling clinical data from multiple EHRs and producing a single reporting-ready dataset. Identity matching, time alignment, code mapping, and the data lineage that makes audit trails credible.

2

Rules Engine

State-specific Medicaid formats, payer-specific prior authorization rules, HEDIS and STARS measure logic, and survey-prep workflows expressed as configurable rules, not hard-coded logic. Regulatory change becomes a config update, not a release.

3

Audit Trail & Submission

End-to-end logging of every input, transformation, and decision. Submission interfaces to the appropriate state, federal, or payer system. The story a regulator can follow from the source row to the submitted measure.

Two Engagement Models

Professional Services or Venture Studio.

DS operates two business models. Compliance automation engagements typically begin in Professional Services with a single-report or single-measure pilot. Venture Studio applies when an operator's compliance approach is differentiated enough to be its own product line.

Professional Services

Build a custom compliance automation platform.

You operate the regulatory model. You own the rules. We engineer data normalization, rules engine, and audit-ready reporting. Milestone-funded with a single-measure or single-report pilot as the entry point and phased expansion across the report portfolio.

Typical engagement: $100K to $500K. ROI in 12 to 24 months. $75K single-measure or single-report automation as the entry point.

Venture Studio

Co-build a compliance platform with equity alignment.

For operators whose compliance approach is competitive moat or licensable product, the Venture Studio path aligns incentives via equity or revenue share. We bring engineering and audit discipline, you bring the regulatory model, both sides have skin in the game.

Typical engagement: Equity or revenue-share aligned. Multi-year buildout. Designed for operators planning to license the platform externally.

Proven Compliance Depth

Federal MAS. Regulated-industry audit. Healthcare integrations.

Compliance automation is an audit discipline before it is software engineering. Three distinct proof streams establish the baseline.

GSA Multiple Award Schedule

13-month federal compliance process.

Federal compliance depth measured in process completion: a 13-month GSA Multiple Award Schedule certification. The rigor that federal procurement applies maps directly onto the discipline that healthcare quality regulators expect.

Mission-Critical Operations

Regulated-environment engineering.

Mission-critical operations compliance is the gold standard for regulated-environment engineering. Our work in this space built systems where audit trails, access controls, and operator decision logging are the product, not features.

McKesson Integrations

Healthcare compliance-grade systems.

McKesson partnership: compliance-grade healthcare system integrations across multi-EHR environments. The data normalization and audit-ready architecture that quality reporting demands.

Start Here

Compliance Automation Diagnostic

Before we build anything, we audit your current reporting workload, map the manual hours by report and frequency, and quantify what custom automation can recover.

2 to 3 weeks $25K to $35K Buy / Build / Partner recommendation

What You Get

Reporting Workload Map

Manual hours by report type, frequency, facility, and report owner

Stack Audit

EHR, payer portal, state submission, and audit-trail integration gaps

Automation Candidate Ranking

Reports scored by hours saved, audit-risk reduction, and feasibility

Buy / Build / Partner Recommendation

With ROI projections, capital phasing, and CFO-grade business case

60 to 90 Day Pilot Plan

Tied to a single high-volume report or measure, $75K entry-point pricing

Audit-Trail Architecture Brief

Source-to-submission lineage requirements documented for engineering

Integration

EHR, payer, state, and federal: one normalized data layer

Compliance automation that ignores half the data sources is half a system. We have production experience integrating across the categories your quality team is already pulling from.

EHR Systems

PointClickCare and Gehrimed in production. Epic integrated in an R&D environment. Cerner, MatrixCare, Netsmart, and Elation via FHIR R4, HL7v2, and ADT.

State & Federal Submission

CMS, state Medicaid systems, HEDIS data feeds, clinical data registries. Format-correct, audit-traceable.

Payer Portals

Prior authorization, eligibility, ERA processing, plan-level coverage rules. Automated where the API allows.

Audit & Identity

End-to-end audit logging, role-based access, encryption at rest and in transit, BAA-ready cloud infrastructure.

EHR Integrations is the supporting capability that runs underneath every healthcare domain at DS. See the production EHR integration backbone →

Our Process

We do not just build and hand off. We operate, support, and stand behind our work.

Phase I

Discover

01

Reporting Workload Map. Manual hours by report and frequency.

02

Stack Audit. EHR, payer, submission integration gaps.

Phase II

Experiment

03

Hypothesis & Scope. Highest-impact report becomes the pilot.

04

Build & Validate. Real source data, real submission, audit trail tested.

Phase III

Engineer

05

Iterative Sprints. Quality team feedback every 2 weeks.

06

Systems Integration. EHR, payer, state submission interfaces.

07

Rules Engine Build. State, payer, and care-setting rule sets.

08

Production Deploy. Phased report rollout with audit verification.

Phase IV

Optimize

09

KPI Accountability. Hours saved, error rate, measure performance, validated by analyst.

10

Continuous Improvement. Regulatory updates as config, ongoing support.

FAQ

Frequently Asked Questions

Common questions about custom healthcare compliance and quality automation.

Engagement Models

DS works as a Professional Services build partner or as a Venture Studio with equity-aligned partnerships, accelerators, and operator-founder programs. The right model depends on whether you own the IP, share it, or license ours.

See all engagement models →

Ready to make compliance work measurable instead of invisible?

Start with a Compliance Automation Diagnostic. 2 to 3 weeks. We will map your reporting workload, audit your stack, and recommend buy, build, or partner with hard ROI numbers.

Or call: 404.654.3855

DS Capabilities

The DS practice behind this

Compliance and quality automation pulls together healthcare-specific AI engineering, our HIPAA-compliant SaaS architecture practice, and the broader DS AI capabilities underneath.