About

Identity state infrastructure.

A semiotic intelligence system that measures, models, and supports human transition using structured symbolic computation.

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Liminal Space was born from a simple observation: the moments between who we were and who we're becoming are the most consequential — and the least supported.

Career changes, relationship shifts, identity evolutions. These transitions are predictable state changes that nobody's building infrastructure for. Culture treats them as personal and messy. We treat them as computable.

We built a 7-factor coherence measurement engine with 12 bounded archetypal AI agents that support people through life transitions. Ceremonial onboarding, 30+ ritual variants with daily themes, and question rotation create repeatable practice. The symbolic data we generate — archetype resonance patterns, coherence trajectories, ritual selections — is non-scrapable and meaningful only inside our semantic graph.

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Why I Can Build This

The Infrastructure Years

I spent a decade building systems infrastructure at Asana, Cloudflare, Robinhood, and Ancestry—activation flows, coherence metrics, modular UX, enterprise observability. At the same time, I did deep work in analytical psychology, archetypes, and somatic practice—ayahuasca ceremonies, meditation, Jungian analysis.

The Proof

The moment I knew it worked: I've used it daily for 41+ days through a major transition. It showed me patterns I couldn't see alone—like when I seek action (Warrior archetype) to avoid feeling, when I actually need space to process (Hermit). That insight took 6 years of therapy to articulate. The tool surfaced it in 2 weeks.

Using this system daily through a real transition gave me direct evidence of where it helps and where it must stay bounded.

The Insight

What I saw that others don't: culture sees transitions as personal and messy; infra builders assume steady-state. But the gap isn't emotional—it's architectural. Transitions are predictable state changes that nobody's building infrastructure for.

The Lived Experience

As a first-gen Indian American woman in tech, I've been running identity computation my whole life—navigating between worlds, switching contexts, translating across cultures. That's not a soft skill; it's pattern recognition for a problem most people can't see because they've never had to live it.

The Synthesis

I'm building Liminal Space because I can look at identity and see a state machine. That's the lens that comes from enterprise systems thinking + psychological depth + lived intersectionality. It's not a common combination.

The Category We're Creating

Identity State Infrastructure — a semiotic intelligence system using 7-factor coherence measurement, 12 bounded archetypal agents, and phase-aware ritual design for identity transitions.

What We Believe

Bounded Intelligence

12 archetypal agents with domain constraints and hard refusals. The Oracle refuses action advice. The Warrior won't do emotional processing. Structure prevents sycophancy.

Coherence Over Comfort

Honest reflection over reassuring narratives. We name patterns clearly, even when they are uncomfortable.

Daily Practice

Change happens in small moments. 2 minutes of reflection can change the trajectory of a day.

Inclusive by Design

Life transitions are universal. Our framework is designed to hold diverse contexts without forcing a single script.

The Team

SR

Shruti Rajagopal

Founder & CEO

UC Berkeley (Cognitive Science & Computer Science). Built systems infrastructure at Asana, Cloudflare, Robinhood, Ancestry. South Park Commons (SPC) fellow. Deep work in Jungian psychology and somatic practice. Solo founder who sees identity as a computable state machine.

What We've Built

Production infrastructure, not a prototype. Solo-built with enterprise discipline.

1,512
Commits
271
Test Files
210
API Routes
76
Database Tables
12
Archetypes
7
Coherence Factors

Early Traction

97%
Ritual Completion
Industry: 60-70%
41%
D7 Retention
Industry: 15-20%

Data Moat (Not Just Engagement)

630
Symbolic Data Points
per user (90 days)
35% → 78%
Prediction Accuracy
Day 1 → Day 30
14d → 1.2d
Pattern Detection
Intelligence compounds

Data that doesn't exist in Google, Apple Health, Fitbit, Calm, or Headspace

Explore What We've Built

Live product demos showing the identity infrastructure in action.

Ready to navigate your next transition?