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Data Engineering & Architecture
Enterprise data strategy, data lakes and warehouses, ETL/ELT, governance, analytics, interoperability and modern data platforms.
DATA FOUNDATIONS → TECHNOLOGY SOLUTIONS · MULTI-DOMAIN EXPERTISE
One partner.
Every dimension
of technology.
Architecting intelligent platforms, engineering resilient applications, and turning complex data into meaningful outcomes—across industries.
01HEALTHCARE✚
02FINANCIAL↗
03ENERGY⚡
04ENTERPRISE⌘
FOUR DOMAINS. ONE CONNECTED APPROACH.
ARCHITECTURE ✳ DATA ENGINEERING ✳ AI & AUTOMATION ✳ APPLICATION DEVELOPMENT ✳ HEALTHCARE AI ✳ QUALITY ENGINEERING ✳ PLATFORM ENGINEERING
01 / WHAT WE DO
Technology expertise.
Built for impact.
End-to-end capabilities from strategy and architecture through engineering, testing, modernization, and operations.
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AI & Intelligent Automation
Generative AI, conversational interfaces, agentic workflows, ML solutions, RAG, AI integration and responsible automation.
INTELLIGENT SYSTEMS →{ }
Application Development
Custom applications, API and microservices development, legacy modernization, integrations, and full-stack product engineering.
DIGITAL DELIVERY →◈
Enterprise Architecture
Enterprise and solution architecture, target-state roadmaps, integration patterns, technical governance and modernization strategy.
DESIGN FOR SCALE →✓
Quality Engineering & Testing
Test strategy, functional and regression testing, automation frameworks, API testing, performance testing and CI/CD quality gates.
BUILT-IN QUALITY →☁
Cloud & Platform Engineering
Cloud migration, DevOps, CI/CD, infrastructure automation, observability, reliability engineering and scalable platform services.
MODERN PLATFORMS →02 / WHERE WE WORK
Domain depth.
Enterprise breadth.
Our multi-box approach combines reusable technology expertise with the unique demands of each industry.
01 — INDUSTRY
Healthcare & Life Sciences
Payer operations, clinical workflows, interoperability, population health and digital transformation.
EXPLORE DOMAIN ↗02 — INDUSTRY
Banking & Financial Services
Enterprise applications, secure data platforms, analytics, integration and modernization.
03 — INDUSTRY
Energy & Industrial
Operational systems, data engineering, enterprise integration, asset and industrial analytics.
04 — INDUSTRY
Enterprise & Emerging Sectors
Flexible technology delivery for organizations modernizing applications, platforms and data ecosystems.
03 / SPECIALIZED CAPABILITIES
Healthcare expertise.
From payer to patient.
Connecting administrative, financial and clinical capabilities across the healthcare ecosystem.
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Healthcare Payer
- Member eligibility, enrollment & benefit determination
- Claims adjudication, encounters & payment integrity
- Pre-pay & post-pay recovery, COB and subrogation
- Provider network, contracting & directories
- Utilization management & prior authorization
- Care management, disease management & case management
- Medicare, Medicaid & commercial operations
- Risk adjustment, quality & regulatory reporting
- EDI, FHIR, HL7 & healthcare interoperability
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Clinical & Care Delivery
- Clinical data integration & longitudinal records
- Care coordination & transitions of care
- Population health & clinical analytics
- Quality measurement & HEDIS support
- Clinical decision support enablement
- Patient engagement & digital care experiences
- Value-based care analytics & performance
- Clinical workflow modernization
AI-POWERED HEALTHCARE SOLUTIONS
Healthcare intelligence.
Asked, answered, acted on.
We pair deep payer domain knowledge with generative AI, machine learning and rules engines to speed up decisions, protect every dollar and make healthcare data easy to talk to.
FEATURED CAPABILITY
Conversational Analytics
Business users ask questions in plain English and get governed, explainable answers from claims, eligibility, provider and clinical data, with no SQL or report backlog required.
- Natural-language to SQL over a governed semantic layer
- Automatic charts, trend explanations & drill-downs
- Role-based access, PHI masking & full audit trails
- Answers grounded in your data dictionary & business rules
Illustrative example
Which provider groups had the biggest rise in denied outpatient claims last quarter?
Top 3 by increase in denial rate (Q3 vs Q2)Main driver: missing prior authorization (CARC 197). Want to see which CPT codes drove it?
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Benefit Determination
AI-assisted interpretation of plan documents, EOCs and benefit configurations, so you can quickly tell whether a service is covered, what cost share applies and which limits or authorizations are required.
COVERAGE CLARITY →⛨
Pre-Pay Recovery Identification
Score claims before payment to flag likely overpayments, coding errors, duplicates, unbundling and COB issues. Recover dollars before they go out the door instead of chasing them later.
PAYMENT INTEGRITY →◉
Fraud, Waste & Abuse Detection
Anomaly detection and provider-behavior analytics that surface outlier billing patterns and prioritize cases for SIU review.
RISK SIGNALS →⇄
Post-Pay Recovery & COB / Subrogation
Find recovery opportunities in paid claims, including coordination of benefits, third-party liability and contract variance.
RECOVERED VALUE →✓
Prior Authorization Automation
Extract clinical evidence from submitted records, match it to medical policy criteria and route requests for faster, consistent determinations.
FASTER DECISIONS →✎
Claims & Clinical Document AI
Intelligent extraction from claims attachments, medical records, appeals and correspondence with human-in-the-loop review.
DOCUMENT INTELLIGENCE →☏
Member & Provider Service Copilots
AI assistants that help service agents answer eligibility, benefit and claim-status questions accurately and consistently.
BETTER SERVICE →◇
Risk Adjustment & Care Gap Insights
Find suspected HCC conditions, coding gaps and open quality gaps, with evidence linked back to the source documentation.
QUALITY & REVENUE →All AI solutions are designed with HIPAA-aligned safeguards, explainability and human oversight for regulated decisions.
04 / INDUSTRY EXPERIENCE
Experience across
complex enterprises.
Organizations represented in the professional experience and industry background of our team.
HEALTHCARE
Kaiser Permanente
CareMore
Elevance Health
City of Hope
FINANCIAL SERVICES
Bank of Hope
East West Bank
American Express
ENERGY & INDUSTRIAL
Schlumberger
Caterpillar
Solar Turbines
05 / OUR APPROACH
Technology is complex.
Partnership shouldn't be.
Softbox LLC brings a practical, engineering-led approach to solving enterprise challenges. We connect architecture, development, data, AI, quality, and platform expertise to help organizations move from ideas to durable solutions.
01 Understand the domain02 Design for the future03 Engineer with quality04 Deliver measurable value
06 / LET'S CONNECT
Have a challenge?
Let's build the answer.
Explore technology consulting, engineering services and delivery partnerships with Softbox LLC.
softboxproducts@gmail.com ↗↓ Download capabilities brochure