TNN, Time-Series Neural Networks
ChipsSystems Framework Proven at Customers for 10 years

SumOpti TNN

SumOpti TNN v8 represents a decade of iterative innovation, embodying the Kaizen philosophy of continuous improvement through experimentation. Our work is akin to polishing a stone -- it takes time, involves making trade-offs, and managing a complex array of variables -- a series of small tricks learned over time. While there's no magic formula, our approach has proven effective.


Over the past decade, TNN has demonstrated an impressive 95% accuracy rate in predicting reality. Furthermore, our data-driven methods consistently outperform human judgment and biases, making TNN a reliable tool for decision-making.

User Interaction Model

Even without training, users find SumOpti's business software easy to interpret, intuitive and fast. This is due to an intelligent user interaction model that has been developed and refined over 10 years of iterative work with our customers. It is an interaction paradigm that is specific to ChipsSystems.

Assess Financial Impact in Seconds

SumOpti’s algorithms enable business users to quickly identify and act on high-impact actions. For example, users can handle exceptions in a single step within seconds, compared to the minutes or hours it would take with current enterprise architectures that require multiple steps, including clicks, views, and ad-hoc reports, as well as a time-consuming data collection process.


With SumOpti’s all-in-one framework, there are no missing data elements, and all disparate data is automatically linked, providing planners with full control to work on model scenarios, adjust parameters, and fine-tune tolerances.

ChipsSystems Framework

SumOpti's proprietary full-stack software framework offers state-of-the-art, customer-proven models and engines. The framework comprises configurable UI, a TNN for time-series analysis, cutting-edge algorithms, NLP capabilities, web engines, distributed databases, and more. Features include customizable user administration, usage monitoring, parallelization, and seamless data integration.

SumOpti prioritizes speed, flexibility, and scalability, ensuring that configured models and engines maintain 100% uptime with zero downtime.

SaaS Apps Are Delivered 3X Quicker at 1/2 Cost

SumOpti's applications provide numerous benefits, including: 
• No risk of losing support staff (no black box)
• Regular model upgrades by world-class experts  

• Configuration, maintenance, and support by SumOpti
• Integrates with existing ERP systems
• Built-in integration with other systems
• No IT investment required
• Self-service platform for easy use