Margawise

Margawise

From idea to insight — on the right path.

Product managers and Entrepreneurs don't lack ideas.
They lack structured thinking before committing to them.

Margawise is a visual reasoning workspace that helps you challenge assumptions, uncover blind spots, and validate decisions before execution.

Execution Fails When Thinking Is Shallow.

The path from idea to build is well-worn. What happens along the way is not.

Most workflows

Idea → Slides → Market Sizing → Roadmap → Build

Usually missing

  • Explicit assumptions
  • Structured argumentation
  • Counter-arguments
  • Linked evidence
  • Clear reasoning chains

This leads to

  • Confident narratives
  • Fragile logic
  • Expensive mistakes

Where Thinking Goes Wrong

These flaws undermine decisions before execution starts. Each leads to confident narratives built on fragile logic.

Confirmation bias

You seek data that supports your idea and overlook conflicting signals. Evidence is filtered to fit the narrative.

Forced market narratives

Market sizing is adjusted to justify the direction. The answer is decided first; analysis follows.

Strategy theater

The deck looks strong. The reasoning underneath is weak. Presentation substitutes for rigor.

Fragmented thinking

Your logic lives across docs, slides, whiteboards, and your head. Nothing connects; nothing can be challenged.

A Structured Thinking Workspace

Challenge assumptions, map evidence to claims, and make decisions with clarity—all in one visual reasoning canvas.

Typed nodes

Ideas, assumptions, risks, evidence, unknowns—each with clear semantics.

Graph reasoning

Connect ideas in a web of logic instead of linear documents.

Explicit links

Connect claims to supporting logic and evidence.

Counter-arguments

Visible opposition so you don't miss what contradicts your view.

Compounds over time

A persistent system where your reasoning accumulates.

From Chaos to Clarity: Structured Thinking That Works

One place for your reasoning—no more scattered docs or buried logic.

Traditional Approach

Challenges

  • Unstructured notes prone to data loss
  • Linear documents, low efficiency
  • Delays and missed follow-ups
  • Arguments buried in text
  • Static decks, fragile logic
  • One-directional, no challenge

Margawise

Our Solution

  • Structured nodes, explicit semantics
  • Graph-based reasoning, all connected
  • Automated reminders and visibility
  • Explicit assumption mapping
  • Living reasoning model
  • Designed for challenge and rigor

Core Principles

Explicit Assumptions

If it isn't written, it can't be challenged.

Structured Argumentation

Claims must connect to evidence.

Counter-Thinking

Every idea deserves opposition.

Persistent Reasoning

Your thinking improves over time.

How It Works

1

Start With a Hypothesis

Define the core idea or problem.

2

Decompose It

Attach assumptions, risks, evidence, and unknowns.

3

Refine

Iterate until the reasoning is robust.

Built for structured thinking

Decision-makers who need to validate reasoning before execution.

Built for

  • Product ManagersValidating feature bets before committing to roadmaps
  • FoundersTesting strategic direction before scaling
  • Strategy LeadsBuilding defensible arguments for major decisions
  • MBA studentsStructuring case analyses and thesis arguments

Not built for

  • Task managementUse a project or todo tool instead
  • Casual brainstormingFor quick ideas, a whiteboard or doc is enough
  • Simple whiteboardingMargawise is a reasoning system, not a drawing canvas

FAQ

AI may assist thinking, but structure is the core value.
No. It is a reasoning system.
Initial focus is individuals.
Private beta first. Public release based on validation.

If your thinking is fragile, your strategy will be too.

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