Turn Raw Healthcare Data into Actionable Insight—Fast

We build the engine that ingests messy data—from EHR extracts, payer feeds, lab results and beyond—standardizes every record, and delivers AI-ready analytics in weeks, not quarters.

Why “Just Load the Data” Never Works

400+ claim files a month—none reconcile with finance.

BI analysts swim in CSVs instead of building dashboards.

Leadership asks for AI forecasts, but the data’s still spaghetti.

Bottom line: Without a proper claims-processing engine, every strategic question stalls in data prep.

Your Quiet, Always-On Data Factory

1. Ingest & Validate
Auto-detect schema, duplication, missing fields
Stop “bad file” surprises on quarter close
2. Standardize & Transform
Map every payer to one data model
Ask one question, get one answer—every time
3. Enrich & Adjudicate
Layer labs, SDOH, HCC risk, contract rules
Finance and clinical teams finally speak the same language
4. Aggregate & Report
Feed dashboards, exports, and APIs from one source
No more copy-paste “spreadsheet night shifts”
5. AI-Ready
Expertly curated metadata & annotations customized to fit your data
Plug LLMs and ML models in without re-plumbing

Work the Way That Fits Your Team

Kickstart

4-week foundation build, fixed fee

  • You retain all code.

Embedded Team

10–30 hrs/week retainer, cancel anytime

  • Discounted rates for longer terms.

Fully Managed

End-to-end data & analytics—zero staffing burden

  • SLA-backed delivery & 24/7 monitoring.

Always yours: We build in your cloud; you keep every line of code—even if you end the contract.

Why We’ll Never Charge PMPM

I spent years hiring data vendors who priced like insurance premiums and tried to lock us out of our own code. Acratica was born to prove there’s a better way.

  • Transparent fees—no per-member, per-claim, or surprise overages.
  • Own-your-stack guarantee—we build in your environment; nothing evaporates if you leave.
  • Aligned incentives—cancel anytime; our only leverage is the value we deliver.

— Kevin Buchan Jr., PhD, Co-Founder

About Acratica

Acratica is your trusted partner for transforming complex healthcare data into clear, actionable intelligence and measurable value. We deliver end-to-end data ecosystem management, building powerful, "always-on" data engines that process messy claims, unify disparate records, and unlock AI-ready insights in weeks.

Our comprehensive services include secure cloud architecture, automated ETL pipelines, turnkey analytics, and modular "plug-in" options for report generation, data quality, and predictive modeling. Committed to integrity and client ownership, Acratica ensures transparent fees and solutions built directly in your environment. Experience rapid cost reconciliation, significant spend reduction, and genuinely enhanced patient care – that's the Acratica promise, delivered quickly and affordably.

Our Story

We created Acratica because we're tired of seeing U.S. healthcare entangled in its own complexity. The enormous administrative burden isn't just costly; it diverts resources from patient care and limits access. Our name comes from "akrasia," a term for acting against better judgment. It perfectly captures how the system often chooses the path of least resistance. Acratica is our stand for a healthcare system that acts with clarity, purpose, and integrity.

Our Mission

To improve the healthcare system by delivering real value, working with integrity, standing behind our results, and charging what’s fair rather than what the market might let us demand.

Our Services

Data Management Services

  • Cloud Migration and Setup: Secure migration and setup into a HIPAA-compliant cloud environment optimized specifically for healthcare data analytics.
  • Claims Data Pipeline Automation: Implementation of automated, end-to-end pipelines for retrieval, transformation, and loading of healthcare claims data.
  • Data Quality & Governance: Continuous monitoring, validation, and remediation workflows to ensure trust in every dataset.
  • Data Augmentation and Consolidation: Enrich your core data with clinical sources, social determinants of health, and public datasets for a 360 view.
  • Ongoing Data Engineering Support: Continuous optimization and management of ETL pipelines, integration of additional data sources, and routine implementation of data validation and quality assurance workflows.

Analytics Services

  • Custom Dashboard and Report Development: Creation of intuitive, self-service dashboards and tailored reports designed to track critical Key Performance Indicators (KPIs).
  • System/Plan Performance Analytics: Comprehensive measurement, monitoring, and evaluation of performance, including detailed analytics for value-based program assessment and improvement.
  • Predictive & Prescriptive Modeling: Risk stratification, cost prediction, and prescriptive recommendations that drive proactive care interventions.
  • Care Management Evaluation: Systematic evaluation of care management program effectiveness and patient outcome tracking.
  • Research and Experimentation Support: Assistance in designing and executing healthcare research studies, including data collection, analysis, and interpretation of results.

Meet Our Experts

Kevin Buchan Jr.

Kevin Buchan Jr., PhD

Co-Founder & Principal

Recognized leader in healthcare data and analytics. He excels at converting complex data into actionable insights, driving innovation and improving patient care. As Co-Founder of Acratica, Kevin develops comprehensive data strategies, encompassing data governance, advanced analytics, and machine learning, enabling organizations to leverage their data for sustained success. With a strong research background that includes pioneering predictive models for high healthcare utilizers during his Ph.D. at SUNY Albany, and leadership roles at Astrana Health, ApolloMed, and Nascate.

Marcela Muñoz

Marcela Muñoz, MS

Co-Founder & Principal

Accomplished analytics and product leader with over a decade of experience developing B2B SaaS analytic solutions specifically within the healthcare industry. As Co-Founder of Acratica, she creates solutions around patient segmentation, predictive analytics, and provider performance measurement, leveraging her expertise in the intricacies of the healthcare system and its data. Her prior experience includes VP of Data Science at Nascate, and Senior Data Scientist at Space-Time Insight and 3M HIS. She holds an MS in Applied Mathematics from Rochester Institute of Technology.

Jack Keating

Jack Keating, Ph.D.

Founding Data Scientist

Analytics and engineering leader with deep experience across healthcare and semiconductor industries. At Astrana Health and previously at Intel and Lam Research, Jack has applied his expertise to build data platforms, predictive models, and scalable analytics solutions that drive operational efficiency and strategic decision-making. With a strong foundation in data science and engineering, he brings a unique cross-industry perspective to solving complex challenges. Jack holds a Ph.D. in Chemical Engineering from Rensselaer Polytechnic Institute, where his research focused on advanced modeling and process development.

Our team combines deep expertise in healthcare data, advanced analytics, and scalable systems to deliver solutions that truly make a difference.