Statistical support for an AI age

Your data has questions.
We help you answer them.

Amphibious Intellect gives businesses and researchers direct access to statistical thinking, AI-assisted analysis, and expert support—without needing a full data team.

BusinessesDecisions, forecasting, operations
ResearchersStudy design, analysis, reporting
R + PythonModern, reproducible workflows
Human + AIExpert judgment with faster tools
The opportunity

AI made analysis faster.
Support should be easier to reach.

More people can work with data than ever before—but access to statistical guidance has not kept pace. Teams still need help framing the right question, choosing an appropriate method, interpreting results, and knowing what to do next.

We make that expertise approachable. Bring us a dataset, a research plan, a model output, or simply a decision you are trying to make. We meet you there and help move the work forward.

Ways we can help

Support for the whole
analytical journey.

From the first question to the final report, choose the level of statistical and technical support your work needs.

01

Statistical Consultation

Clarify your question, assess your data, select methods, review an analysis, or get a trusted second perspective.

02

Analysis & Modeling

Descriptive analysis, regression, forecasting, survival analysis, experiments, and tailored modeling workflows.

03

AI-Assisted Analytics

Use modern AI tools to explore, summarize, automate, and communicate analysis with expert guidance alongside them.

04

Research Support

Study planning, data management, reproducible code, publication-ready tables, visualizations, and interpretation.

05

Business Intelligence

Turn operational data into useful metrics, forecasts, dashboards, and decision-ready recommendations.

06

Analytics Systems

Build repeatable pipelines, internal tools, and reporting systems that make statistical support part of everyday work.

Meet people where they are

Start with the question.
Not the jargon.

You do not need to know which model to run or how to describe the methodology. You need to know what you are trying to learn, improve, compare, predict, or decide.

01

“I have data, but I am not sure where to start.”

We assess what is possible and outline a practical analytical path.

02

“I ran an analysis and need help understanding it.”

We review the output, explain what it means, and identify useful next steps.

03

“My team needs ongoing analytical capacity.”

We design repeatable support, reporting, and tools around your workflow.

04

“AI gave me an answer. Can I use it?”

We help evaluate the analysis, assumptions, uncertainty, and fit for purpose.

How it works

A clear path from
question to action.

Collaborative enough to stay understandable. Structured enough to keep the work moving.

01

Share the question

Tell us what you are trying to understand, improve, publish, or decide.

02

Review the data

We assess what you have, what is missing, and what the data can support.

03

Do the analysis

We build the right workflow and keep the reasoning visible along the way.

04

Use the answer

You receive clear findings, deliverables, and practical next steps.

Modern analytical support

Human guidance.
AI-enabled speed.

We combine statistical experience with modern analytical tools to make support more responsive, understandable, and useful. The goal is not more output. It is a clearer route from data to action.

support workspaceready
Your questionWhich customer behaviors are associated with repeat purchases?
Recommended starting point
cohort + regression analysis
01
What you receive
findings + clear next steps
02
Support mode
expert guided + AI assisted
03
Who we help

Different worlds.
The same need for clarity.

Amphibious means moving fluently between research and business, technical teams and decision-makers, traditional methods and new tools.

Business teams

Make better use of the data you already have.

For organizations that need analytical capacity without hiring a full internal team.

  • Customer and operational analysis
  • Forecasting and performance metrics
  • Dashboards and decision support
Researchers

Move studies forward with responsive support.

For academic, clinical, public-health, and independent researchers at any stage.

  • Study design and analysis plans
  • Statistical programming
  • Tables, figures, and interpretation
Data + product teams

Add statistical perspective to modern AI work.

For teams designing models, experiments, analytical products, and automated workflows.

  • Model and experiment review
  • Analytics product design
  • AI-assisted statistical workflows
Founder-led

Built to make statistical expertise more accessible.

Amphibious Intellect is led by Darius McDaniel, a public-health statistician, AI practitioner, and product builder. His experience spans clinical research, epidemiology, government, and applied analytics—worlds that often need the same thing: someone who can make the numbers useful and the next step clear.

Meet Darius →
Start with your question

You do not need a data team.
You need the right support.

Tell us what you are working on and where you feel stuck. We will help you identify a useful next step.