Once the moment passes,
the value disappears.

RL-Powered Decision Engines for Businesses.
Blossom AI turns perishable experiences into a learning system that captures revenue before it expires.

The Core Problem

The Perishable Inventory Paradox

In experiential businesses, an empty seat or room isn't just lost revenue—it's a missed opportunity to learn.

01

The 'Sold Out' Illusion

Traditional systems show 'Sold Out' when capacity is reached, turning away high-value demand without capturing intent.

02

The Conversation

Blossom's Live Layer engages customers when inventory is tight, negotiating alternatives and capturing waitlist intent.

03

The Optimal Outcome

Revenue is maximized by dynamically matching high-intent customers to cancellations or premium upgrades in real-time.

System Architecture

The Dual-Engine Platform

Two distinct layers working in harmony: one for real-time customer interaction, one for deep strategic simulation.

LIVE LAYER

Blossom AI

The live decision layer. We start with consumer-facing concierge services—finding “impossible” rooms, last-minute tables, and hard-to-source craft pieces—and learn from every interaction. Real-time models use this behavior to help customers and businesses make better decisions on the spot.

  • Real-Time Decision Engine
  • Behavior-Driven Personalization
  • Online Learning from Live Interactions
SIMULATION ENGINE

Blossom Lab

The strategy sandbox. We replay historical data in millions of simulated scenarios to train our agents. Test pricing strategies safely before they touch real customers.

  • Offline RL Training
  • Counterfactual Analysis
  • Risk-Free Strategy Testing
Proprietary Technology

Vertical Intelligence,
Democratized.

Vertical Small-Size Models

We build vertical small-size models based on modern LLMs, reducing AI adaptive learning and inference costs to 1/10th for SME businesses. This makes enterprise-grade RL accessible to independent operators.

Proprietary Semantic Models

Our proprietary models stream and conduct semantic understanding, providing un-biased sensitive information to help SME customers make confident decisions without compromising privacy.

PERFORMANCE METRIC
10x Cost Reduction
vs. General Purpose LLMs

Ready to Capture More Revenue?

Join the experiential businesses using RL to maximize revenue from their existing capacity.

Start Your Journey