About Adaptive Reasoning

Making intelligent automation accessible organization-wide by addressing AI's reasoning limitations.

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.

Leadership Team

Experts in medicine, aeronautics, and AI research

HD

Hyllis D. Dauphinais Sr.

CEO, DarkStar Foundry

15 years healthcare leadership plus 20+ years in composite armor manufacturing. Brings operational excellence and strategic vision.

DW

Dr. Whitecloud

Chief AI Officer

Aeronautical Engineering degree (Caltech), board-certified Family Medicine Physician. Expert in adaptive symbolic reasoning and LLM fine-tuning.

DR

Dr. Razon Amiento

NeuroCognitive Architect

Family medicine trained, specializes in neuroplasticity and behavioral medicine applied to AI system design.

Our Consultants

Industry experts supporting our mission

MS

Manny Singh

AI Architect

Technical architecture and system design expertise.

DM

Doug M.

Product Manager / AI Consultant

Product strategy and AI implementation consulting.

JM

Jacob McAfee

AI Engineering Consultant

Engineering excellence and technical implementation.

J

Jamahl

AI Sales Consultant

Business development and client relationships.

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.