Business decisions & insight
Opportunity discovery, audience understanding, and growth decisions grounded in real commercial signals.
Caelum
Caelum — our Commerce Intelligence Model.
Not a general-purpose chatbot, but a model purpose-built for commerce: opportunity discovery, content understanding, audience insight, and growth decisions. Caelum is the intelligence layer beneath every Caelith product, learning continuously from real commercial interactions.
THE THREE MODULES
One model.
Three capabilities
Multimodal content
On-brand creative across formats — from product storytelling to campaign assets — generated and refined at scale.
Commerce engineering
The engineering layer that builds and automates storefronts, operations, and the workflows that run a business.
SHARPER WITH EVERY INTERACTION.
Sharper with
every interaction
Caelum is trained on proprietary commerce data through a continuous loop: continual pre-training, supervised fine-tuning, and reinforcement-learning alignment.
Real signals — clicks, conversions, and outcomes — feed a generate → evaluate → refine cycle, so the model grows sharper the more the ecosystem is used.
- 01Generate
- 02Evaluate
- 03Refine
CAELUM
Model System · 01
CodeIntelligenceStudioWHY CAELUM IS DIFFERENT
Purpose-built beats general-purpose.
Sharper
Denser domain knowledge means it outperforms general-purpose models on commerce tasks.
More efficient
Purpose-built for its job, with stronger cost-effectiveness.
Fluent in business
Trained on real commerce data, it understands the scenario — not just the language.