About Adaptive Reasoning
We are experimental AI group registered as Dark Star Foundry in Wyoming but doing business Adaptive Reasoning. We offer consulting services to industries where adavanced agentic systems can be applied.
Leadership Team
Hyllis D. Dauphinais Sr.
15 years healthcare leadership plus 20+ years in composite armor manufacturing. Brings operational excellence and strategic vision.
Lindsey Red Elk
Lindsey leads our people strategy as Chief People Officer, bringing over fifteen years of experience scaling talent. She holds a B.A. in Nursing from Arizona State University. Outside of work, Lindsey is an avid gardener and a devoted dog mom to her english shepherd, Lady.
Doug McClemore
Doug has over 20 ears experience in IT at Indian Health Service and Phoenix Indian Medical Center. He brings broad technical experience in IT infrastructure and cybersecurity.
Our Consultants
Industry experts supporting our mission
Manpreet C.
Technical architecture and system design expertise.
Yen P.
Specializing in AI Agents and RAG Adavanced Topics
Diego A.
Specialist in LLM Research and Agentic Pipelines Automation
Andrew L.
AI Engineer specializing in research areas of AI and LLMs.
Lucian T.
Advanced Database and Warehouse Architect for AI Agent Applications
Leah T.
Data Scientist specializing in data analysis and machine learning.
Jacob M.
Engineering excellence and technical implementation.
Jamahl M.
Business development and client relationships.
Our Mission
While large language models produce impressive outputs, they hallucinate, miss nuance, and struggle with rigorous inference required for high-stakes decisions.
We founded Adaptive Reasoning to solve this fundamental problem — bringing PhD-level reasoning to business decisions that matter.
Our Approach
We combine mathematical rigor with domain expertise to create AI systems that reason — not just respond.
Our Operational Principles
The foundations of trustworthy AI decision-making
Evidence-Based Inference
Every conclusion traceable to source documents. No black boxes.
Structured Reasoning
Systematic problem decomposition and rigorous analysis.
Calibrated Confidence
The system knows what it doesn't know — and acknowledges uncertainty limits.
Transparent Reasoning
Decision trails visible to users. Full audit capability.
Markets We Serve
Industries where intelligent automation makes the biggest impact
Insurance
Claims processing and adjudication with expert-level accuracy.
Mortgage & Finance
Underwriting decisions backed by rigorous analysis.
Legal
Case evaluation and document review at scale.
Operations
Process automation that learns and adapts.
System Integrators
Intelligent automation solutions for your clients.
Ready to Work Together?
Let's discuss how Adaptive Reasoning can transform your business.