dr mans

The Problem

The people capable of building something meaningful often don't struggle because they lack ambition or ability. They struggle because the right people, projects, knowledge, and opportunities are fragmented across disconnected platforms.

Our research with 19 respondents showed this clearly:

68.4% said finding people with specific interests or complementary skills was somewhat or very difficult.
36.8% identified an unclear roadmap or lack of a concrete plan as their primary barrier to progress.
73.7% currently find collaborators by asking friends or classmates directly.
47.4% use social media such as LinkedIn or Discord to find collaborators.
31.6% either do not formally track progress or rely on fragmented tools.
26.3% said they have no system for maintaining motivation or accountability.

The problem isn't simply "people need another social network."

It is that the people, capabilities, projects and problems surrounding a person's purpose are not connected in a meaningful way.

Our Idea

Purposera is a purpose-driven network built around what a person is trying to accomplish.

Instead of starting with "Who do you know?", Purposera starts with:

What are you trying to build?

The system then maps the surrounding ecosystem of people, projects, domains, capabilities and open problems.

The goal is to make previously invisible connections visible.

A person working on a problem in machine learning might discover someone working on the same mission through computational biology, robotics, mathematics, or another complementary field.

The important connection is not simply that two people have similar interests.

It is that their capabilities and current work can combine into something neither could easily build alone.

The Core Interaction

Purposera's core experience follows three stages:

1. Discover

A user's mission becomes a living network of related people, projects, domains and open problems.

2. Understand

Instead of simply viewing someone's profile, the user can see why they are connected: their shared mission, complementary capabilities, current work and potential collaboration.

3. Form a Mission

Purposera turns that connection into a concrete collaborative mission by showing what each person brings and what the mission needs.

For example:

You bring: Machine Learning, Python, AI Systems

Alex brings: Computational Biology, Biology, Research

Mission needs: Biological Data, Validation, Open Research

This turns a weak social connection into a potential building relationship.

Why We Built It

We believe that some of the world's most valuable work happens when people with unusual levels of curiosity, ability and commitment find each other.

But those people are often separated by geography, institutions, disciplines and existing social networks.

The internet has made information abundant. It has not made the right human connections equally discoverable.

Purposera is an attempt to build that missing layer.

Research

Our research directly influenced the product.

Respondents repeatedly described problems including:

difficulty finding the right people to work with
lack of structure and clear roadmaps
niche interests being difficult to find communities for
people hesitating to share their interests
lack of guidance and accountability
fragmented approaches to tracking progress

This led us away from building another generic community platform and toward a system organized around missions and relationships between people and work.

What We Built

We designed a high-fidelity product concept in Figma demonstrating the core experience:

Mission → Network → Connection → Collaboration → Mission

The prototype focuses on the central interaction rather than trying to build an entire social platform.

The network visualization represents the product's central idea: a person's work exists within a much larger ecosystem of people, projects, capabilities and problems.

Challenges

The biggest challenge was defining what the product should actually connect.

We initially considered building another platform for communities and opportunities. Research showed that this would reproduce the fragmentation we were trying to solve.

The breakthrough was treating the user's mission as the organizing structure.

Instead of connecting people because they belong to the same community, Purposera connects people because their work can contribute to the same outcome.