Spectre

Thinking about investing in data quality? Not sure how to get started? Read our latest post about how to approach data quality and why it's crucial for your business. spectredata.com/post/investing… #data #datagovernance #dataquality #datamanagement

Thanks to @nheudecker for featuring our CEO @avkdata on the latest @data_mesh_learn interview. Tune in to learn how to reliably deliver data and create a safety net for data quality issues. youtube.com/watch?v=yEOEPH… #data #datamanagement #DataScience

6/ This of course brings up an important question. How have people implemented data contracts in practice?

5/ It would be chaos.

4/ This is doubly important for third-party data from vendors, clients and partners. If data cannot be reliably ingested and refreshed, the costs to the organization can be dramatic. Imagine an outage to a fraud detection system due to an inability to reach important signal data.

3/ The services producing the data are rarely owned and managed by the same teams consuming that data. Data contracts are the only way to align on the appropriate interface for reliable data delivery, and encourage a collaborative change management process.

2/ Once these signals are identified, data engineers productionize a set of data processing pipelines to reliably build and refresh these signals.

1/ Generally speaking, data analysis and ML begins with prototyping to find signals within an organization's data. This pertains to various use cases including important BI dashboards, fraud detection, recommendation systems, etc.

Been seeing a lot of discussion about data contracts 💼lately and had some thoughts. In short, data contracts are a requirement for critical, production-grade data. 🧵👇

Working with alternative data can be a great way to get an edge on the competition. Here are some ways to prepare for success: spectredata.com/post/working-w… #data #DataScience #dataengineering #investment

"Using AI at scale may not be easy – our research reveals that 39% of ML projects are abandoned at the proof-of-concept stage, never making it to Production." Great survey by @SPGMarketIntel. spglobal.com/marketintellig…

"Some estimates put the amount of unstructured data being created at 90% of all enterprise data...traditional approaches to data management and protection are no longer sufficient" - @Forbes #data forbes.com/sites/forbesbu…

Providing third-party data to other organizations? Here's why an infrastructure partner is critical to building an effective data distribution business. #data #datadiscovery #datamanagement #dataquality #datavendor #datainfrastructure spectredata.com/post/why-data-…

Investing in real estate? Data is your best friend. Learn how you can compare markets and get powerful insights from single and multiple search terms to make better investment decisions. spectredata.com/post/looking-t… #realestate #data #PropTech #Investment #insights

@AnatzkiJurij @thenewstack True, but garbage data leads to garbage models 🤔

Businesses need to move away from model-centric operations and focus more on building great tooling around data. Great read in @thenewstack thenewstack.io/ai-development…

Solve the demand-supply mismatch by using data to forecast and monitor #supplychain slowdowns. spectredata.com/post/how-to-us… #data #ml #ai #supplychainmanagement #datamonitoring

"If you bring third party data into your business processes, your business leaders can make better decisions." - Ajeet Singh Great read by @alex_woodie in @datanami about the future of data. datanami.com/2022/05/12/the…

During a challenging economic environment, #data is a critical tool to help companies stay ahead. Businesses need to develop a robust data strategy & direct data science efforts towards goals that drive efficiency and produce measurable ROI. #DataScience spectredata.com/post/how-to-bu…

@LightBoxRE #data is now officially listed on the Spectre vendor network! Geospatial & location data is essential for understanding and responding to the world around us. By partnering with LightBox, we can now provide premium real estate data solutions. spectredata.com/post/spectre-p…

@LightBoxRE #data is now officially listed on the Spectre vendor network! #Geospatial & #location data is essential for understanding & responding to the world around us. By partnering with LightBox, we can now provide premium real estate data solutions. spectredata.com/post/spectre-p…