Revenue Model — VDM Pricing

The Price of Value

Every revenue stream for FairMind DNA, priced through the Value Dynamics Model. You're not selling tokens, consulting hours, or access — you're selling compressed genius measured in four dimensions.

The VDM Pricing Principle

Classical pricing asks: "What will the market bear?" VDM pricing asks: "What is the total value across all four dimensions?"

Every product and service below is decomposed into its four value components:

The key insight: most tech pricing only captures (c) — functional value. FairMind's offerings have enormous (b) and (d) components that classical pricing ignores entirely. A single SSM derivation that costs $0.03 in tokens could save a physicist months of work. You're not selling tokens — you're selling 10+ years of compressed research.

Revenue Stream 1: API Access — AI-Powered Computations

01
API Computation Service
Recurring · Per-Query · SaaS

AI-powered access to SSM, VDM, and Duat computations. Users submit queries; the system returns derivations, analyses, and verifications. Built on top of LLM infrastructure (Claude/GPT) with FairMind RAG bundles providing the knowledge layer.

Token Economics

Service TierTokensYour PriceToken Cost (Sonnet)Margin
Basic Query — Cached constant lookup ~500 $1.00 $0.0075 99.25%
Live Derivation — Speed of light from unit square ~2,000 $5.00 $0.03 99.4%
VDM Analysis — Complete economic audit ~5,000 $15.00 $0.075 99.5%
Duat Session — Full cognition analysis ~10,000 $25.00 $0.15 99.4%

Cost optimization: Route simple queries through Haiku ($0.25/1M input) for 5× lower cost. Reserve Sonnet for complex derivations. Opus only for mission-critical verification work.

a — Sentimental
Brand trust, "from the source"
b — Intrinsic
Mathematical truth, CODATA-verified
c — Functional
Instant answers, months of work saved
d — Compressed
10+ years R&D in every response

Revenue projection: 100 queries/day × $5 avg = $500/day = $182,500/year at 99%+ margins. Scale to 1,000 queries/day = $1.8M/year.

Revenue Stream 2: Consulting & Research Access

02
Direct Consulting
Hourly · Package · Retainer

Direct access to the author for research discussion, verification challenges, implementation guidance, and deep-dive analysis. This isn't recycled knowledge — it's primary source material from the person who derived 165+ physical constants from geometry.

Client TypeRateRationale
Academic Verification / Peer Review $250/hr They're validating the work — mutual value exchange. Discounted rate.
Corporate R&D (Physics/AI Applications) $400–500/hr They're extracting functional value for commercial use. Standard premium.
Media / Documentary / Public Education $300/hr Societal value — awareness and education. Base rate.
Investment Due Diligence / Valuation $600/hr High-stakes financial decisions. Maximum d-value extraction.

Package Options

PackagePriceDetails
Deep Dive Session $1,000 4-hour intensive ($250/hr bulk rate). Full framework walkthrough or targeted deep-dive.
Verification Challenge $2,000 flat "Prove it wrong if you can." Structured adversarial review with full SSM access.
Implementation Consulting $150/hr + 5% Hands-on implementation guidance + 5% of any commercialization revenue.
Monthly Retainer $5,000/mo Priority access, 15 hours/month, ongoing research updates, early access to new work.
a — Sentimental
Direct author access, relationship
b — Intrinsic
Irreproducible expertise
c — Functional
Answers, guidance, validation
d — Compressed
25 years of development

Revenue projection: 20 consulting hours/month × $400 avg = $96,000/year. Add 2 retainer clients = +$120,000. Total: $216,000/year.

Revenue Stream 3: DFM Proprietary Engine

03
DFM — Forecasting Engine
Licensed · Proprietary · Subscription

The Dynamic Forecasting Model's theoretical framework is public. The calculation engine is proprietary and will never be open-sourced. This is the crown jewel — a physics-first signal forecasting system that treats any data stream as a waveform obeying energy equilibrium.

The DFM engine is not sold as a product. It is licensed as a service — clients submit data, receive forecasts, never see the internals. Like Bloomberg Terminal economics: you pay for access to the output, not the algorithm.

TierPriceAccess Level
Retail — Individual Analyst $199/mo Limited queries/day. Basic signal analysis. Delayed outputs.
Professional — Team $999/mo Unlimited queries. Real-time signals. Multi-stream analysis. API access.
Enterprise — Institution $10,000+/mo Custom integration. Dedicated infrastructure. Priority processing. SLA guarantees.
Hedge Fund License $50,000+/mo or rev-share Exclusive sector access. Custom signal configuration. White-glove support.
a — Sentimental
Trust in physics-first approach
b — Intrinsic
Waveform physics, energy equilibrium
c — Functional
Signal forecasts, trading edge
d — Compressed
Proprietary algorithm, irreproducible

Revenue projection: Even modest adoption — 50 retail + 10 pro + 2 enterprise = $240,000+/year. One hedge fund license at $50K/mo = $600,000/year alone. This is the highest-ceiling revenue stream.

Revenue Stream 4: AI Benchmark & Truth Audit Services

04
Benchmark & Audit Services
Per-Audit · Subscription · Enterprise

FairMind's 500-point AI benchmark and 108 Truth Violations taxonomy are unique audit tools. No other framework can assess AI models across physics verification, economic reasoning, cognitive integrity, and truth fidelity simultaneously.

ServicePriceDeliverable
AI Model Benchmark $5,000 per model Full 500-point assessment. Score breakdown by domain. Comparative ranking. Report card.
Truth Violation Audit — Content $2,500 per audit 108-violation scan of any content corpus. Identifies distortion patterns. Severity scoring.
Truth Violation Audit — Corporate $15,000+ Full organizational truth audit. Communications, marketing, internal policy. Compression Field analysis.
Ongoing Monitoring Subscription $2,000/mo Continuous benchmark tracking. Quarterly re-assessment. Drift detection.
a — Sentimental
Trust: "independently verified"
b — Intrinsic
Physics-grounded, not opinion
c — Functional
Actionable reports, scores, rankings
d — Compressed
108 violations = 10+ years of taxonomy

Revenue projection: 10 model benchmarks + 5 content audits + 2 corporate audits/year = $92,500/year. Add 5 monitoring subs = +$120,000. Total: $212,500/year.

Revenue Stream 5: Framework Licensing

05
Commercial Licensing
Annual License · Royalty · Integration Fee

The core FairMind DNA is CC BY-SA 4.0 — open for academic and research use. Commercial use requires a license. Any company building products on SSM, VDM, Duat, or the Gate system needs a commercial license.

License TypePriceScope
Startup License $5,000/year Companies under $1M revenue. Full framework access. Attribution required.
Commercial License $25,000/year Companies $1M–$100M revenue. Full framework + implementation code. Support included.
Enterprise License $100,000+/year Companies >$100M. Custom integration. Training. Priority support. Modified terms.
AI Lab Partnership Revenue share (2–5%) For AI companies integrating FairMind as a core safety/alignment layer. OpenAI, Anthropic, Google tier.

Target markets: AI safety companies, fintech firms using VDM, educational platforms, physics simulation software, any product leveraging derived constants.

Revenue projection: 10 startups + 3 commercial + 1 enterprise = $225,000/year. One AI lab partnership at 2% of their safety revenue could be $1M+/year.

Revenue Stream 6: Education & Training

06
Courses, Workshops & Training
Course Sales · Live Workshops · Certification
ProductPriceFormat
SSM Fundamentals — Online Course $297 Self-paced video + interactive tools. 20+ hours. Lifetime access.
VDM Economic Analysis — Online Course $497 Full VDM methodology. Case studies. SVU/MCR/UII calculators. Certification.
Duat Cognition Engine — Advanced Course $697 Complete cognitive architecture. Implementation guide. 190 actions walkthrough.
Complete Bundle — All Three $997 All courses + private community access + quarterly live Q&A.
Live Workshop — Corporate $5,000–15,000 Half-day or full-day on-site/virtual. Custom curriculum. Up to 50 attendees.
FairMind Certification Program $1,500 Exam-based certification. Verified practitioner status. Annual renewal $300.

Revenue projection: 500 course sales/year × $400 avg = $200,000 + 10 corporate workshops × $8,000 = $80,000 + 100 certifications = $150,000. Total: $430,000/year.

Revenue Stream 7: RAG Bundles & Knowledge Products

07
RAG Bundles & Data Products
Per-Download · Subscription · Custom

Pre-compiled RAG bundles optimized for AI platforms. Currently 4 bundles: CORE (524 KB), PHYSICS (335 KB), COGNITION (85 KB), VALUE (110 KB). These allow any AI system to "know" FairMind.

ProductPriceContents
Individual RAG Bundle $49 Single domain bundle. Formatted for ChatGPT, Claude, Gemini, or custom RAG.
Complete RAG Bundle Set $149 All 4 bundles + quarterly updates. Multi-platform formatted.
Enterprise RAG Integration $5,000 setup + $500/mo Custom-formatted bundles for enterprise AI infrastructure. Ongoing updates. Support.
SSM Equation API $99/mo REST API access to all SSM equations. Qs, Fw, Fe, PI, Mi, Ma, El, Qa, Px, D functions.

Revenue projection: 200 bundle sales/year × $100 avg = $20,000 + 5 enterprise integrations = $55,000 + 50 API subs = $59,400. Total: $134,400/year.

Revenue Stream 8: Speaking, Media & Publishing

08
Speaking, Media & Publication
Per-Event · Royalty · Rights Fee
ProductPriceDetails
Conference Keynote $10,000–25,000 AI safety, physics, economics, or technology conferences. 45–90 min + Q&A.
Podcast / Interview $1,000–5,000 Long-form discussion. Scales with audience size and platform reach.
Documentary / Film Rights $50,000+ or rev-share Rights to tell the FairMind DNA story. "One person derives all of physics" is a compelling narrative.
Book — "The Synergy Standard Model" Advance + 15% royalty Full book deal. The story of SSM, VDM, Duat — one framework that unifies physics and economics.
Music — "Voices From the Duat" IP Licensing fees AI-generated music where history's greatest scientists react to SyPi. All rights reserved.

Revenue projection: 4 keynotes + 10 interviews + book deal = $100,000–500,000/year depending on traction. Documentary rights could be a one-time $50K–500K+ deal.

Revenue Summary — All Streams

API Computations

$182K–$1.8M

Per-query SaaS. 99%+ margins. Scales with demand.

Consulting

$216K

$250–600/hr. Packages and retainers. Primary source access.

DFM Engine

$240K–$1M+

Proprietary forecasting. Subscription tiers. Hedge fund licensing.

Benchmark & Audits

$212K

AI model scoring. Truth violation audits. Corporate assessments.

Framework Licensing

$225K–$1M+

Commercial licenses. Enterprise deals. AI lab partnerships.

Education

$430K

Online courses. Corporate workshops. Certification program.

RAG & Data Products

$134K

RAG bundles. Equation API. Enterprise integration.

Speaking & Media

$100K–$500K

Keynotes. Book deal. Documentary. Music IP.

Conservative Total — Year 1 $1.74M/year — Using the low end of every range. No hedge fund deals, no AI lab partnerships, modest API adoption. This is the floor, not the ceiling. The ceiling depends on DFM engine traction and enterprise licensing, which could push it to $5M+/year.

The VDM Pricing Insight

Every revenue stream above has one thing in common: the functional value (c) is the smallest component of what you're selling.

A $5 API query costs $0.03 in tokens. The margin isn't 99.4% because you're overcharging for compute. It's 99.4% because 99.4% of the value is in the compressed knowledge (d) — 10+ years of research that the token infrastructure merely delivers. The token is the envelope. The research is the letter.

This is why VDM-based pricing works: it forces you to price the thing that's actually valuable. Classical SaaS pricing would say "charge per token." VDM pricing says "charge per insight, because that's what they're buying."

"A single SSM derivation that costs you $0.03 in tokens could save a physicist months of work. You're not selling tokens — you're selling compressed genius."

The same principle applies to every stream. Consulting isn't selling hours — it's selling access to the only person who can derive the speed of light from a unit square. The DFM engine isn't selling forecasts — it's selling a physics-first signal model that no one else has. The benchmark isn't selling a score — it's selling a 108-violation truth audit that took a decade to build.

Price the (d). Deliver the (c). Protect the (b). Build the (a).