Decision-ready reporting systems for high-stakes workflows

We turn messy, unstructured inputs into standardized, auditable reports that teams can trust when making critical decisions.

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What We Do

We build decision-ready reporting systems for organizations that rely on clear, consistent information.

Report & Decision Standardization

We transform unstructured inputs such as text, PDFs, images, and forms into standardized, auditable reports that teams can trust.

Applied Data Pipelines

We design end-to-end pipelines that extract, validate, and structure critical information while keeping humans in the loop.

Evaluation & Quality Controls

Our systems include validation rules, confidence checks, and review workflows to ensure outputs meet operational and compliance standards.

Decision Support, Not Automation Theater

We apply machine learning and language models selectively, where they improve clarity and consistency, not to replace human judgment.

How We Work

1. Diagnose

Free diagnostic call to map your goals.

2. Design

Tailored roadmap and solution plan.

3. Deploy

Launch and refine your systems continuously.

Our Services

Productized systems for report and decision standardization

ReportFlow Deployment

Configuration and deployment of a standardized reporting system tailored to your workflows, templates, and governance requirements.

Workflow & Data Audit

A focused assessment of existing reporting processes to identify inconsistencies, bottlenecks, and opportunities for standardization.

Evaluation & Validation Setup

Design of quality controls, review workflows, and metrics to ensure reports remain reliable, auditable, and decision-ready over time.

About the Founder

Founder Photo

Andrew Krick is a data scientist and founder of YellowLab AI, a Chicago-based firm helping service-driven organizations transform through applied data science and decision systems. With a background in data science, client strategy, and legislative affairs, Andrew brings both technical fluency and strategic perspective to every engagement. He holds a Master’s degree in Applied Data Science from Syracuse University and a Bachelor’s degree in Political Science from The Ohio State University.

At YellowLab AI, Andrew’s mission is simple: help teams solve what matters. His approach combines machine learning, data storytelling, and AI-assisted process automation to deliver measurable results—whether that’s improving decision workflows, optimizing marketing performance, or creating intelligent tools that scale human insight.

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