BEYOND THE
EVENT HORIZON.
Frontier AI research applied to high-value commerce. Inspect in 3D. Experience in AR. Transact with confidence.
FRONTIER AI LAB
WE BUILD THE MODELS THAT BUILD THE FUTURE.
Forerunner.ai is an applied AI research lab. We study the foundations of large-scale intelligence, from expert routing in trillion-parameter mixture-of-experts architectures to neural 3D reconstruction, and ship what we learn into products people use every day.
Our first application: a luxury marketplace where every listing is processed by our AI enrichment pipeline, generating photorealistic 3D Gaussian splats, AR previews, and AI condition analysis. The same models we publish papers about are the ones powering the experience.
ENRICHMENT PIPELINE
FROM PHOTO TO SPATIAL EXPERIENCE
AI PROCESSING
Photos and listing details are validated, categorized, and enhanced by neural networks into studio-quality assets in less than 30 seconds.
DIGITAL TWIN
A photorealistic 3D replica is generated and optimized for instant delivery. Inspect every angle, every detail, from anywhere.
BUYER CONFIDENCE
Explore in 3D, preview in AR, and review the AI condition report. Know exactly what you're buying before you contact the seller.
RESEARCH
OPEN RESEARCH AT PRODUCTION SCALE
We publish our work. Our research spans mixture-of-experts architectures, reinforcement learning dynamics, neural 3D reconstruction, and spatial AI. Tested on models with hundreds of billions of parameters.
SECURITY & TRUST
EVERY TRANSACTION VERIFIED.
Luxury transactions demand more than a star rating. An AI agent oversees every deal end-to-end, verifying identities, validating payments, and managing escrow so buyers and sellers can focus on the asset, not the risk.
Verified Identities
Every buyer and seller completes bank-level KYC. No anonymous accounts, no ghost sellers. Only verified, real people.
Buyer Fraud Protection
Every listing is verified against our AI condition report before funds are released. If the item doesn't match the description, the transaction is halted and your money is returned. No disputes, no waiting.
Protected Escrow
Your payment never goes directly to the seller. Funds are held in secure escrow and only released when you confirm the asset matches what was promised.
Agent-Managed Transactions
A dedicated AI agent guides each deal from offer to completion, coordinating inspection, payment, and handoff so nothing falls through the cracks.
Buy with confidence. Every deal is agent-managed and fully secured.
THE PLATFORM
0
LUXURY VERTICALS
<0s
LISTING TO 3D
0
STEP ENRICHMENT PIPELINE
0%+
3D COMPRESSION
CAPABILITIES
THREE PILLARS OF SPATIAL COMMERCE
SEE IN 3D
Every listing is transformed into a photorealistic Gaussian splat. Explore every angle, every detail, from anywhere.
EXPERIENCE IN AR
Place any asset in your space with native AR. See how that watch looks on your wrist, that car in your driveway.
KNOW BEFORE YOU BUY
AI condition analysis detects wear, verifies authenticity, and surfaces true market value so you never second-guess a purchase.
