01
The difficult problem
Creative production and reporting moved too slowly to learn before budget was spent.
← All systemsAutonomous Systems
Growth intelligence
AdBoost
A closed-loop marketing system that researches audiences, generates brand-governed variants and reallocates spend from experiment results.
AutonomousPlatformResearch
The brief
Built around the hard part.
02
The intelligence built
Audience research, controlled generation, experimentation and budget optimization operate as one feedback engine.
SectorCommerce & Growth ↗
System architecture
How the system works.
The model is one layer. The value comes from connecting inputs, intelligence and production action as one accountable system.
- 01
Audience research
Acquire and structure the operating signal.
- 02
Brand-governed generation
Transform it through the model, rules and control layer.
- 03
Experiment and pacing engine
Deliver a decision, artifact or action into production.
In production
Where it runs.
Deployment
Connected to advertising, analytics and content channels.
What it changes
Campaign creation and learning run on one measurable loop.
Production stack
- Python
- Claude
- Stable Diffusion
- Ad APIs
- BigQuery
- Airflow