Services
Datum & Co. has a wide array of services that can help any company looking to integrate data into their workflow, product, or long-term planning
Whether you have a specific application in mind, or you simply want to explore your data, Datum & Co. can help you enrich your business. Datum & Co. will guide you from pre-planning and roadmapping, all the way to product deployment and maintenance.
While each individual engagement with Datum & Co. will be tailored to your specific needs, here are some basic frameworks to get you started with planning your company's next data pivot.
Data Pipeline and Data Warehouse Building Service
This service is offered to businesses with data from multiple scattered sources. Automating the collection and integration of this data is the first step for a company to become data-centric.
This engagement is generally best suited for new businesses, or established businesses with data from many sources but no integrated way to utilize this data to discover insights.
What we Deliver:
- A centralized database
- Worker scripts to run routinely to collect and process data
Example:
A retail business client uses various cloud services from different sources and thus has unorganized data from shopping carts, newsletter subscribing platforms, customer emails, customer service chat channels and more. Datum & Co. can design the data pipelines to automate the data gathering process and mine the integrated data. Click here to learn more about a client who used this service.
Data Mining Service
Similar to traditional data analysis for Business Intelligence, we provide quantitatively validated insights to expand, restructure, or improve the efficiency of your company. With Datum & Co. this service package is powered by more sophisticated data science methods. With our expertise in machine learning, we can mine data from deeper layers and can discover insights that may be counterintuitive, or undetectable by simple A-B testing and conventional Business Intelligence techniques. These data sources can come from the existing data from the company, or from external sources such as news or social media.
What we Deliver:
- Reports or interactive dashboards to illustrate insights
- Predictive models to enable data-driven decision making
Examples:
Datum & Co. can enable a E-commerce business to analyze the customer's shopping behavior, make market segments for target marketing, and discover potential markets.
We can also help a marketing team discover audience insights by analyzing and clustering Tweets pertaining to their product, allowing the team to quickly adapt their social media campaign accordingly.
End-to-end Data Application Service
This service is applying data science techniques and algorithms directly to a client's product, usually a software or a labor-intense service. This engagement can help startups whose products need machine learning as a core component (e.g., recommendation engine, price prediction, etc.), or need machine learning to scale their services (e.g., labor-intense tasks such as assigning tags to messages.)
What we Deliver:
- An API that can be integrated with the client's core app
Examples:
A SaaS company has an accounting app that will automatically categorize transactions. As the user base scales this task has to be automated via machine learning. Click here to learn more about a client who used this service.
A SaaS company has a product to analyze user reviews, and needs clustering models on the review data to analyze.
About Us
We are a diverse group of Data Scientists with a broad array of domain knowledge and experience in building end-to-end machine learning applications.
Contact Us
Datum & co.
224 Townsend Street
San Francisco, CA 94107