Ingestion and Analysis

Data collection from the plant floor is a crucial step in improving your system performance. That is why we ensure that the data collection and ingestion infrastructure is robust, secure and fit for purpose. We focus on the data pipeline and storage solution to ensure that the data is delivered and made available in the optimal format and at the appropriate interface for interrogation. Contextualized data stored in in the right format and made available where required allows us to perform a thorough analysis of your data, which is essential for assessing the optimum application or model required to achieve the desired benefits.

We firmly hold that deploying the final solution without first analysing the baseline data in the context of the envisioned solution can be detrimental to the success of the project, as it may lead to suboptimal or erroneous outcomes. That is why we validate the possible solutions against the baseline data first to see how the proposed solution would have delivered value in the past. This helps you build a strong business case before the capital expenditure is committed.

Moreover, data analysis before committing to a final solution can reveal insights that go beyond the initial scope of the project, such as opportunities for optimization, innovation, or risk mitigation in other domains that can have a significant impact on the overall system performance. Data analysis can also validate the data contextualization and storage solution, ensuring that it meets the quality and security standards required for the project.

We work with you to analyse the collected data in light of the process knowledge acquired through requirements engineering and available as part of your organizational knowledge base. This helps us to derive insights that are more relevant to your use case and can help you realize your specific business targets. The findings from the insights are framed in terms of the process or asset under investigation and shared with you. Based on the findings, we collaborate with you to select and agree on the required solution and how it will use the collected data to deliver the envisioned benefits.