Technology

CognomIQ is a proprietary system that uses the best technology for each instance to optimize efficiency and scale. As a result, we deliver data exceptionally fast.

CognomIQ Architecture Overview

The following competitive differentiators correspond to the diagram above. Consider these questions in the scope of your organization:

  1. Raw Data Sources: CognomIQ processes data from the continual ingestion of raw data sources to be actionable for decision support.  How many data sources does your Data Environment ingest?  Is the ingestion automated or manually performed? What is the cost to manually perform this ingestion – staff, time, distraction from higher priorities, etc?

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  2. Unstructured Data Using Natural Language Processing (NLP):  Does your data environment automatically ingest unstructured data from notes and multi-modal sources?  How many discrete types of data does your solution pull?  If you do it manually today, what does that cost you?

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  3. Validation: Validation = Accuracy. While many data solutions may cleanse data, very few perform data validation.  When possible, CognomIQ uses automation to cross-compare multiple sources of the same data to assess match and will present unclear conflicts to a “human in the loop” when necessary.

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  4. Transformation & Translation: CognomIQ organizes and semantically redefines proprietary field names into easy-to-understand, plain English to improve comprehension across stakeholders and to achieve interoperability.

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  5. Semantic Database: Intelligent expectations and interdependencies have been designed into custom common data models and data dictionaries at the specialty level.

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  6. Reports:
    • Ad hoc reporting: Turnaround takes hours, not weeks to months.  Ask yourself, “Can you, today, imagine getting your report request back within hours?”  Challenge yourself and try it out.  Submit a ticket and see how long it takes.
    • Scheduled reporting:  Do you use the same data regularly?  Can you order your ad hoc report to be delivered according to your timeline?
    • Operational & financial dashboards: Do you managing and motivate a team based on performance metrics?  Request shared custom dashboards to be delivered to all your team members.

     

  7. Custom Application Library:
    • Simple applications that deliver specific data to those with authorization in near real-time. These tools can be built quicker than having to integrate external data solutions since ours leverage the CognomIQ engine’s existing capabilities.
    • Built in ticketing to each tool economizes the effort required to initiate ad hoc report requests and contains the query information so that the data analyst immediately has information core to the request.

     

  8. Datasets: Sleep well knowing your datasets are reliable.

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  9. Implementation, Maintenance & Support: Unlike most vendor solutions, CognomIQ does not require your staff to train on our technology and perform daily tasks to optimize ROI. Instead CognomIQ implements, performs maintenance, turns around ad hoc reports in hours, and creates new tools to mine the data and display it in an intuitive format that complements end users’ workflow.