AI That Understands Your World — Not Just Your Data
A composable world model that reasons about cause and effect, learns in seconds, and improves autonomously. March 2026
What You Get — At a Glance
Six headline outcomes that define ARYA's competitive advantage — from benchmark dominance to production speed.
#1 Benchmark Performance
Top on 10 of 16 benchmarks — beats GPT-5.2, Claude, DeepSeek-R1, and V-JEPA 2 (AMI's $3.5B foundation)
4–12h To Production
Template verticals deploy in hours. Custom in ~1 day. 95%+ automated — no ML team required
527ms End-to-End
Full request in half a second. P50 inference: 0.0002ms. Real-time decisions at enterprise scale
100% Safety Certified
Grade A. 5-stage pipeline. Z3 formal verification. 40/40 bypass attempts blocked
99× Memory Efficiency
87.5% activation efficiency — 25 MB vs 2,475 MB dense per query. Edge deployable
95%+ Automation
No ML team needed. Automated onboarding, training, and certification from day one
Proven Capabilities — Where ARYA Leads
ARYA doesn't pattern-match — it understands cause and effect. It reasons through physics, discovers causal structures, and audits enterprise workflows with higher precision than any frontier LLM.
Causal Reasoning
vs 87.2% best baseline
PhD Science
vs 25.8% GPT-5.2
Causal Discovery
vs 82.2% best baseline
Video Analysis
vs 39.9% best baseline
Robot Planning
advantage vs next best system
ARYA vs. V-JEPA 2 (AMI) — Side-by-Side
AMI is the most well-funded startup launch in history — $1.03B seed, $3.5B valuation, backed by Yann LeCun's V-JEPA 2 architecture. ARYA wins 13 of 15 controlled side-by-side benchmarks.
Why ARYA Is Different
Hours to Production, Not Months
Template verticals: 4–12 hours. Custom: ~1 day. No GPU clusters, no ML team. 50+ MCP tools for AI-native onboarding.
True Causal Reasoning Across 10 Physics Domains
Composable world model reasons about why things happen. Mechanics, thermo, CFD, EM, quantum, biophysics, materials, acoustics, optics, nuclear.
7 Autonomous Engines Working 24/7
Discovery, Invention, Constraint Breaker, Vertical Builder, Code Synth, AI Model Gen, Cybersecurity. 64.55 new models/hr.
Safety Built In — Not Bolted On
EU AI Act, FDA, NIST, GDPR — 100% safety score. 40/40 bypass attempts blocked. Selective untraining for GDPR right-to-be-forgotten — impossible with LLMs.
Composable, Not Monolithic — The Anti-LLM
~542K reusable types. 87.5% sparse = 25 MB/query. Zero-shot deploy from physics — no customer data needed to start.
Cost Comparison—ARYA v. Traditional AI
The economics are transformational. ARYA eliminates the largest cost centers in enterprise AI deployment — engineering labor, safety certification, and ongoing governance.
Cost Reduction
Template vs. traditional AI first-year spend
Engineering Labor
Template deployment — fully automated
Automated Ops
Ongoing improvement included in all tiers
Your Onboarding Journey — 5 Phases, 95%+ Automated
Every phase is gated with measurable quality thresholds — ensuring production-ready models before you ever go live.
Three Ways to Onboard
Web Portal
Non-Technical Teams — 5-screen wizard with drag-and-drop interface. No code required.
MCP Server
AI-Native Teams — 50+ tools integrated with Claude and Cursor for seamless AI-driven workflows.
Unified API
Developers — FastAPI with 50+ endpoints. Full programmatic control over every ARYA capability.
Scale With Your Needs
All tiers include autonomous improvement, safety certification, and governance. Example: Full pharma onboarding fits Starter tier with room for ongoing ops.
Starter
- Single vertical
- Template models
- Standard support
Professional ★
- Multi-vertical
- Custom models
- Priority support
Enterprise
- Full platform
- Dedicated team
- 24/7 support
Custom
- White-label
- Executive sponsor
- Custom SLA
Customer Health Scoring
Continuous monitoring with automatic escalation across all tiers:
- Phase velocity — 30%
- Data quality — 20%
- Convergence rate — 20%
- API engagement — 15%
- Gate pass rate — 15%
Health Alerts
Real-time status monitoring with automatic escalation protocols — Blue / Yellow / Red alerts ensure your deployment stays on track from day one.
What ARYA Does For You