A foundation built to scale.
Our platform runs on Amazon Web Services (AWS) — which means real-time analytics, predictive AI, and intelligent automation, without the infrastructure overhead.
For you, that means demand forecasting that keeps pace with the market, pricing that moves when it needs to, and a system that grows with your portfolio. Secure, agile, and built to perform at any scale.
The AI technology behind our platform.
What's running behind every recommendation.
The data that fuels our models.
Amazon Athena delivers the data our AI models rely on, enabling fast and efficient real-time insights.
How?
- Serverless, interactive query service analyzing data directly in Amazon S3.
- Provides ad hoc SQL querying of large datasets without the need for infrastructure management.
The quality that powers every decision.
AWS Glue builds scalable, automated data pipelines that keep every dataset feeding our AI models clean, consistent, and up to date.
How?
- Fully managed ETL (extract, transform, load) service for data preparation and integration.
- Automates schema discovery and metadata management through the AWS Data Catalog.
AI models that learn, adapt and improve over time.
Our machine learning model development powers the AI models that drive forecasting, optimization, and decision intelligence at scale.
How?
- Models are developed and deployed in a unified environment designed for scalability and speed.
- New models are built on Kubernetes using Ray to enhance performance and flexibility, while Amazon SageMaker continues to support real-time inference.
- Our ML Platform enables rapid, reliable, and repeatable deployment of AI features across our product ecosystem — allowing new models to reach production in minutes by harnessing the power of our in-house built ConfigurIT and MLflow.
- This environment supports a wide variety of frameworks, accelerates time-to-value for AI initiatives, and includes model monitoring and automated retraining to maintain peak performance over time.
From insight to action.
The speed behind our AI innovations.
Stremlit Dashboard accelerates model development and refinement, ensuring our algorithms continuously evolve as markets shift.
How?
- Interactive, Python-based dashboards for internal exploration.
- Shortens time-to-market for new forecasting and optimization features.
The why behind every recommendation.
Birch Learning integrates AI into your daily operations, empowering teams to act on insights, align strategies, and drive revenue expertise.
How?
- Adaptive platform delivering real-time reporting and training content across teams and partners.
- Offers actionable reporting, goal-setting, and engagement tools to drive adoption and operational excellence.
Technology that connects to outcomes.
Clean, integrated data. Predictive models that anticipate demand. A single source of truth across every department. That's the platform — and it's built to support revenue strategy well beyond room pricing.
The goal isn't AI for its own sake. It's giving your commercial team the clarity to make better decisions, more consistently.
