1. DATA ACCESSIBILITY

2. Dustin Amesbury
DJ Bouchier
Nishad Amin
Product Manager
Chief Architect
Sr. Director - Data

3. Problem Statement
How can I access my data to be most effective in solving the problems facing my business?
Goal
Understand and help prioritize Product and Development efforts surrounding Data Accessibility.

4. Data Access Strategies
Reporting Database
Separate database designed for reporting and custom queries
Index optimization for querying
Data synced at regular intervals from transaction database
Data Warehouse
Different schema designed for business intelligence
Data optimized for analytical purposes

5. Data Access Strategies
Data Restore
Copy of the database is restored on a nightly basis
Database schema and indexes are identical to the transactional database
Data Replication
Data changes are synced to the reporting database on regular intervals
Data is much more up to date then restore
Only data changes are moved

6. Data Access Strategies
Do I want a reporting database or data warehouse? Reporting database provides: Detailed transactional data Data warehouse provides: Analytical data

7. Application Programming Interface (API)
APIs allow applications (“apps”) to communicate with one another
An API is the layer that governs the access points to a server

8. API – Data Representation
JSON – JavaScript Object Notation
XML – eXtensible Markup Language ✅ ❌

9. API
Avionte API
Enables development of integrations by Partners, Customers, and Avionté
Provides data access for the following domains today:
Talent
Company
Order
Assignment

10. API – What does this mean for me?

11. Business Intelligence – Technology
Data Warehouse - Sisense
Different schema designed for business intelligence
Data optimized for analytical purposes
Data synced at regular intervals from transaction database

12. Business Intelligence – Use Cases
Data Driven Recruiting
Funnel Analytics
Coaching Sales and Recruiters with ratios backed by real data
Client Engagement
Using analytics to show value to existing clients
Using analytics to  show value to prospective clients

13. Business Intelligence – Use Cases
Forecasting
Contractor Forecasting and Gross Profit
Analyzing weekly falloffs and impact to GP
Predictive Analytics
Using current Win/Fill rates, Open Orders to predict Gross Profit

14. What’s Next Back Office BI Data In progress Go beyond APIs with Events
Delivered with our April and July releases

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16. Questions?