Most telemetry programs run TR-181 data collection commands inside the CPE at regular intervals. They have a data path. However, Beegol has both a data path and a control path.
The control path allows for changes to the data collection scope and granularity, including real-time adjustments. For example, Beegol can change the latency measurement from a time interval of one minute to a one-second interval whenever potential transport congestion is detected. It can also collect data from all clients in a building to detect MDU failures. The control path provides the flexibility to gather data at any time and anywhere in the network.
| Challenge | Our Solutions | ||||
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Suggested order | High complexity to determine the product mix and quantity to offer to each client at each interaction
| Machine Learning model to calculate Suggested order including
Other business elements considered
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Route-to-market | High complexity to define mode and frequency and to serve each client:
| Analytical model to define optimal service level according to desired objective, e.g:
Simulator to assess different scenarios. Multiple variables used, for example:
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Promotional optimization |
| Analytical model to measure Return on Investment by product/channel/region; Optimization model to allocate promotional budget considering
Calculation of price elasticity and price point to maximize sales |
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Insight generation machine |
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