About Stephen McDaniel
My family kept trying to help. I wanted to understand what happened afterward.
For years, addiction shaped our decisions and our lives. Salvage Math grew out of the question we should have asked sooner.
Start with my family’s storyWhat happened after the last rescue?
And what is materially different this time?The story behind the work
One emergency at a time, the whole family changed.
My family spent decades trying to help someone we loved through addiction and repeated crises. Many decisions felt necessary in the moment. We were trying to protect someone who mattered to us.
But the consequences did not stay with one person. Money, time, trust, relationships, and peace were quietly redistributed across everyone else.
Looking back across the full history revealed things that were difficult to see in any single crisis: the same hopes, familiar promises, another rescue, and what followed.
I’m not here to tell families to stop loving someone. I’m here to help them see what their love has already cost, and decide what they can reasonably do next.
What I bring to this
A personal history. An analytical discipline.
My work in data science, analytics, and teaching has been about separating compelling explanations from evidence, rebuilding histories, and making difficult decisions understandable.
Start with the story
What happened, what we believed, what we did, and who else lived with the consequences.
Examine the evidence
Put promises beside outcomes and look for actual change over time.
Make your own decision
Understand the choices and tradeoffs without handing someone else authority over your life.
The Golden Rule
You cannot control whether they change. You can control what you continue to sacrifice.How the 9 R’s work
Where to begin
You don’t have to understand all of Salvage Math to start.
Watch a story. Recognize something familiar. Explore the 9 R’s when you want to examine a pattern more closely.
This is education and structured decision support, not addiction treatment, therapy, or crisis care.