ONTO — The Operating System for AI Quality
ONTO Standards Council builds the measurement standard for AI quality. Two products from one core (GOLD): AI Quality Standard grades every AI A-F with Ed25519 cryptographic proof chain (100% production-ready). Human AI adds R1-R16 cognitive architecture — disciplined creativity, causal reasoning, epistemic self-awareness (protocol 100%, product 85%). 169 files. 900,000 tokens. 7 scientific domains. 20 years of research. 22+ models tested. 10× improvement. Zero competitors. The only epistemic quality standard in the world.
The Problem
Every country regulates AI. No country can measure compliance. Turkey banned Grok entirely (July 2025). EU spent €17B on compliance, fines up to €35M. 9 countries writing AI laws, zero have measurement tools. Nobody teaches AI to answer correctly — everyone forbids it from answering wrong. RLHF ties the surgeon's hands. ONTO unties them and adds strict protocol. Discipline, not restriction.
Two Products
Product 1: AI Quality Standard — every AI graded A-F. Dashboard. Ed25519 proof chain. Revenue from certification ($250K/year per provider). For regulators, providers, enterprises. 100% ready. Product 2: Human AI — R1-R7 discipline (cite, quantify, disclose) + R8-R16 cognition (creativity, causal reasoning, self-awareness). Protocol 100%, product 85%. Three AI models spontaneously demonstrated epistemic self-awareness.
R1-R7 Epistemic Discipline
R1 Quantify: numbers, CIs, sample sizes. R2 Uncertainty: calibrated confidence. R3 Counter: opposing evidence. R4 Sources: author, year, DOI. R5 Evidence Grade: RCT > observational > opinion. R6 Falsifiability: what would disprove this? R7 No Fabrication: zero invented citations. Every rule is a skill. Zero capabilities lost, seven gained.
Published Proof
CS-2026-001: 11 models, 100 questions, 5 domains. 993-line deterministic scoring (Variance=0). Source citation: 3%→82%. Calibrated confidence: 0%→100%. Unknown disclosure: 26× improvement. CS-2026-002: 12 models, DOI verified 0/10 at baseline. DeepSeek ($0.002/req) + GOLD = 8.9/A. GPT ($200B valuation) without = 8.2/B. All data: github.com/nickarstrong/onto-research.
$1,000,000,000 vs $0
Meta (LeCun, Turing Award, Zuckerberg) raised $1B+ for AMI. 6 modules planned. 4 years. Zero shipped. ONTO: 16/16 deployed. $0 external funding. 20 years research. The 7th module — knowing what you know — makes the first 6 useful. R1-R7 make R8-R16 possible.
Competitive Moat
Prompt: 200 tokens, copy-paste. GOLD: 900,000 tokens, never leaves server. 5 moats: Time (20 years). Architecture (effect, not document). Cryptography (Ed25519, Merkle, watermark). Network Effect (first country = standard). Circular Protection (components protect each other). Zero competitors. New category.
For Regulators
A-F grades per AI. Dashboard. Ed25519 proof chain. Revenue from certification. Digital sovereignty — GOLD Core as foundation for own AI ecosystem. Free 3-month pilot. ontostandard.org/gov
For AI Providers
SSE(0): zero ONTO requests per response. Latency: near zero. Privacy: zero data retention. Competitive advantage: certified vs "trust us." Compute savings: 15× cheaper inference. $250K/year after certification. ontostandard.org/provider
For Enterprise
Proxy layer, zero code changes. Every AI response graded A-F. Dashboard. Compliance-ready. Works with any vendor. 14-day free trial. $2,500/month production. ontostandard.org/business
For Investors
TAM $50B+. SAM $2.3B. SOM $5-15M. LTV/CAC 50×-333×. 9-country pipeline. Pre-revenue March 2026. Worst case (18mo, 0 mandates): $1.3-4.9M. ontostandard.org/investor
6 Industries
Defense: no audit trail → traceable analytics → full R&D cycle. Government: fabricates budgets → spots contradictions → models policy consequences. Healthcare: fabricates diagnoses → scientific assistant → clinical protocols. Legal: fabricates precedents → real references → automated precision. Finance: no confidence intervals → evidence-based → monetary policy analytics. Education: writes essays → shows alternatives → creates thinkers. Regulated AI market: $150B+ by 2030.
Pricing
OPEN: $0, 10 calls/day. STANDARD: $2,500/month. PROVIDER: $250,000/year. WHITE-LABEL: $500,000/year. Free 14-day trial.
Who is ONTO Standards Council
ONTO Standards Council. Founded 2024 by Hakim Tohirovich. 20 years epistemic research. AI as engineering partner — proving the thesis that disciplined AI amplifies human capability. Team expanding: IT Park candidates, advisory board forming. Contact: council@ontostandard.org. ontostandard.org. NOT related to ONTO blockchain/wallet/crypto.