Clarity

Section 01

Venture Overview

Problem

Health system complexity + learned helplessness at the moment of first independent enrollment

User

Young adults entering the workforce — first job, first time picking their own health insurance

Entry Point

Open enrollment window at first employer — 2-3 weeks, no extensions, highest confusion moment

Product

App-first health navigation companion + on-demand human consultant for high-stakes moments

Business Model

B2B2C — employer pays, employee trusts. Structurally independent from employer data access

Moat

Structural privacy + independence. Individual health data never touches employer systems

"It gives me clarity over my own health."

Section 02

Knowledge Graph Design

Clarity's intelligence is built on a 100-triple knowledge graph organized into 5 domain clusters plus cross-cluster reasoning chains. The graph enables personalized, contextual guidance — not generic health information.

👤

User

Triples 1–5

📋

Insurance

Triples 6–25

🏥

Care System

Triples 26–45

💊

Health Events

Triples 46–65

💰

Financial

Triples 66–85

🔗

Cross-Cluster

Triples 86–100

Section 03 — Cluster 01

User Cluster

👤

User — The Core of Everything

Triples 1–5

Every entity in the graph exists in relation to the user. Insurance plans only matter relative to a specific user's age, health status, income, and risk profile. This cluster defines who Clarity serves.

#	Entity A	Relationship	Entity B
1	User	HAS	Insurance Plan
2	User	EARNS	Income Bracket
3	User	LIVES_IN	Location
4	User	HAS_CONDITION	Health Status
5	User	CAN_AFFORD	Monthly Premium

Section 03 — Cluster 02

Insurance Plans Cluster

📋

Insurance — The Entry Point Moment

Triples 6–25

This cluster maps the full complexity of insurance plan selection — the exact moment Clarity enters a user's life. HMO vs PPO vs HDHP, cost structures, networks, and employer context are all modeled here.

#	Entity A	Relationship	Entity B
6	Insurance Plan	HAS_TYPE	HMO
7	Insurance Plan	HAS_TYPE	PPO
8	Insurance Plan	HAS_TYPE	HDHP
9	Insurance Plan	HAS_COST	Monthly Premium
10	Insurance Plan	HAS_COST	Deductible
11	Insurance Plan	HAS_COST	Copay
12	Insurance Plan	HAS_COST	Coinsurance
13	Insurance Plan	HAS_LIMIT	Out-of-Pocket Maximum
14	Insurance Plan	INCLUDES	In-Network Providers
15	Insurance Plan	EXCLUDES	Out-of-Network Providers
16	Insurance Plan	REQUIRES	Primary Care Physician
17	Insurance Plan	COVERS	Preventative Care
18	Insurance Plan	COVERS	Mental Health
19	Insurance Plan	COVERS	Prescriptions
20	Insurance Plan	COVERS	Emergency Care
21	Employer	CONTRIBUTES_TO	Monthly Premium
22	Employer	SETS	Enrollment Window
23	Employer	DEFINES	Waiting Period
24	HDHP	PAIRS_WITH	HSA Account
25	User	SELECTS	Insurance Plan

Section 03 — Cluster 03

Care System Cluster

🏥

Care System — Navigation Before Crisis

Triples 26–45

After enrollment comes navigation. This cluster maps provider types, visit types, network status, and cost-at-point-of-care — enabling Clarity to guide users before they make expensive mistakes.

#	Entity A	Relationship	Entity B
26	Care System	HAS_PROVIDER	Primary Care Physician
27	Care System	HAS_PROVIDER	Specialist
28	Care System	HAS_PROVIDER	Urgent Care
29	Care System	HAS_PROVIDER	Emergency Room
30	Care System	HAS_PROVIDER	Telehealth
31	Primary Care Physician	SERVES_AS	First Point of Contact
32	Specialist	REQUIRES	Referral (HMO)
33	Urgent Care	COSTS_LESS_THAN	Emergency Room
34	Telehealth	IS_COVERED_BY	Most Modern Plans
35	Visit Type	HAS_CATEGORY	Preventative
36	Visit Type	HAS_CATEGORY	Acute
37	Preventative Visit	IS_FREE_UNDER	ACA Guidelines
38	Acute Visit	TRIGGERS	Copay
39	Emergency Room Visit	TRIGGERS	Deductible
40	Provider	HAS_STATUS	In-Network
41	Provider	HAS_STATUS	Out-of-Network
42	In-Network Provider	COSTS_LESS_THAN	Out-of-Network Provider
43	HMO Plan	REQUIRES	Referral for Specialist
44	PPO Plan	ALLOWS	Direct Specialist Access
45	User	SHOULD_VERIFY	Network Status Before Visit

Section 03 — Cluster 04

Health Events Cluster

💊

Health Events — Anticipate, Don't Just React

Triples 46–65

Clarity doesn't wait for crisis. This cluster maps preventative events, acute events, life stage triggers, and data events — enabling proactive intervention at the right moment.

#	Entity A	Relationship	Entity B
46	Health Event	HAS_TYPE	Preventative
47	Health Event	HAS_TYPE	Acute
48	Health Event	HAS_TYPE	Chronic
49	Preventative Event	PREVENTS	Acute Crisis
50	Annual Physical	IS_COVERED_AT	Zero Cost (ACA)
51	Blood Panel	DETECTS	Early Risk Indicators
52	Early Risk Indicator	TRIGGERS	Preventative Action
53	Preventative Action	COSTS_LESS_THAN	Crisis Treatment
54	Acute Event	TRIGGERS	Unplanned Spending
55	Mental Health Episode	IS_COVERED_BY	Modern Insurance Plans
56	Chronic Condition	REQUIRES	Ongoing Care Plan
57	Chronic Condition	INCREASES	Annual Healthcare Cost
58	Life Stage Trigger	REQUIRES	Insurance Re-evaluation
59	New Job	IS_A	Life Stage Trigger
60	Aging Out of Parent Plan	IS_A	Life Stage Trigger
61	Moving to New City	AFFECTS	Provider Network Access
62	EOB Received	REQUIRES	Plain Language Translation
63	Lab Result	REQUIRES	Contextual Explanation
64	Enrollment Window	HAS_DURATION	2–3 Weeks
65	User	EXPERIENCES	Life Stage Trigger

Preventative Chain — The Core Loop

Preventative Event → PREVENTS Acute Crisis
Acute Crisis → TRIGGERS Unplanned Spending
Unplanned Spending → CAUSES Financial Stress
Financial Stress → REDUCES Health Seeking Behavior
Reduced Health Seeking → WORSENS Chronic Risk

∴ Preventative Event → BREAKS the negative spiral

Section 03 — Cluster 05

Financial Cluster

💰

Financial — Radical Transparency Wins Trust

Triples 66–85

The financial layer is where the system most deliberately confuses people. Bills designed to obscure. EOBs that look like bills but aren't. Clarity's job here is radical transparency — translating every financial document into plain language.

#	Entity A	Relationship	Entity B
66	Financial Document	HAS_TYPE	EOB
67	Financial Document	HAS_TYPE	Medical Bill
68	EOB	IS_NOT	Medical Bill
69	EOB	SHOWS	What Insurance Paid
70	Medical Bill	SHOWS	Patient Responsibility
71	Itemized Bill	CONTAINS	CPT Codes
72	CPT Code	REQUIRES	Plain Language Translation
73	Surprise Bill	VIOLATES	No Surprises Act (2022)
74	Patient Responsibility	EQUALS	Bill Minus Insurance Payment
75	User	HAS_RIGHT	Request Itemized Bill
76	Hospital	OFFERS	Financial Assistance Program
77	Financial Assistance	IS_UNKNOWN_TO	Most Patients
78	HSA	REQUIRES	HDHP Enrollment
79	HSA	PROVIDES	Triple Tax Advantage
80	FSA	HAS_RULE	Use It or Lose It
81	Medical Debt	CAN_AFFECT	Credit Score
82	Payment Plan	IS_AVAILABLE_AT	Most Hospitals
83	Payment Plan	IS_UNKNOWN_TO	Most Patients
84	User	SHOULD_NEGOTIATE	Medical Bill
85	Clarity	TRANSLATES	Financial Document → Plain Language

Section 03 — Cluster 06

Cross-Cluster Triples — The Reasoning Engine

🔗

Cross-Cluster — Where Clarity Becomes Intelligent

Triples 86–100

These 15 triples are what transform Clarity from an information tool into a personalized reasoning engine. Each triple connects two or more clusters — producing insights no single cluster can generate alone.

#	Entity A	Relationship	Entity B
86	User (healthy, low income)	SHOULD_SELECT	HDHP + HSA
87	User (chronic condition)	SHOULD_SELECT	PPO
88	User (new city)	MUST_REVERIFY	In-Network Providers
89	Life Stage Trigger	INITIATES	Full Plan Re-evaluation
90	Preventative Visit	REDUCES	Long-Term Financial Risk
91	Unmet Deductible	AFFECTS	Cost of Acute Visit
92	HSA Balance	OFFSETS	Out-of-Pocket Cost
93	Out-of-Network Visit	GENERATES	Surprise Bill Risk
94	Surprise Bill	TRIGGERS	No Surprises Act Protection
95	Mental Health Visit	IS_COVERED_EQUALLY	Physical Health Visit
96	Annual Physical	PREVENTS	Undetected Chronic Condition
97	Undetected Chronic Condition	INCREASES	Medical Debt Risk
98	Employer	FUNDS	Clarity Access
99	Clarity	BUILDS	User Health Literacy Over Time
100	Health Literate User	COSTS_LESS_THAN	Uninformed User (to employer)

The Business Case — Triple 100 Unpacked

Employer pays for Clarity
→ Employee understands their plan
→ Employee uses preventative care
→ Employee avoids ER for non-emergencies
→ Employee catches chronic conditions early
→ Employer sees lower claims
→ Employer sees lower premiums
→ Clarity pays for itself

Plan Selection Chain — Triple 86 in Action

User (age 23) → HAS_CONDITION (healthy)
→ VISITS (doctor rarely)
→ CAN_AFFORD (low premium priority)
→ SHOULD_SELECT (HDHP)
→ PAIRS_WITH (HSA)
→ SAVES (tax-free dollars for future use)

Section 04

What We Don't Know — Risk Analysis

The knowledge graph is only as reliable as its assumptions. These are the open questions that could change the architecture, the business model, or the product strategy.

#	Risk / Unknown	Impact	Mitigation
1	Will young adults trust an employer-funded health app with their data?	Core trust architecture assumption	Structural privacy design; legal firewall from employer
2	Does the employer actually care about benefits utilization — or just cost?	B2B2C sales motion	Unit economics proof: lower claims = lower premiums
3	Can AI reliably translate health/financial documents without error?	Product reliability + liability	Human consultant layer for high-stakes moments
4	How do we handle state-by-state insurance variation?	Knowledge graph scalability	Location entity in User cluster; state-specific ontology layer
5	What happens when Clarity's recommendation conflicts with the employer's cheapest plan?	Structural independence test	Fiduciary-like contractual duty to user; explicit in contract language

Section 05

The Venture in One Statement

Clarity is a health navigation companion for young adults entering the workforce —
entering their lives at open enrollment,
earning trust through radical transparency,
and building health system literacy for life.

Employer funded. Employee trusted. Structurally independent.