Our Machine Learning

With the power of natural language processing and statistical correlation, Instill transforms everday digital interactions into digestible, actionable data about your team.

Our machine learning tracks vital cultural components, displayed on the Continuous Assessment™ dashboard. Learn more below.

How Continuous Assessment™ Works

Our machine learning model collects information by analyzing text, metadata, and other signals generated by everyday digital workplace activity.

With this data, Instill builds a correlation model that predicts how individuals will perform on peer-reviewed personality assessments.

The Continuous Assessment™ dashboard uses these predictions to display your team’s cultural health  across variables like psychological safety and inclusion.

FAQs

What security measures are in place?

Our platform is housed in AWS, which has built in support for privacy and data security, including:

  • Ability to always own your data
  • Encryption of data at rest and in transit
  • Additional encryption layers within AWS datacenters
  • Identity and access controls for data
  • Monitoring data access

How will you protect my data?

We take security seriously and encrypt all data in transit and at rest by using industry best practices and security standards. We keep data encrypted on disk, and if AWS is hacked, the data will be locked and inaccessible.

Is my data confidential?

We de-identify your data with two data management techniques:

  • Pseudonymization replaces personally identifiable information fields with artificial identifiers (pseudonyms)
  • Data aggregation compiles all the information and processes/analyzes it at the group level.

Who can access my data?

Any data collected on the Instill platform is owned by the customer. The customer controls who can access the data on their side. On the Instill side, only the Instill Steering Committee and the Instill system will have access to the data for the purposes of our workplace culture study.

What projects are on your roadmap?

The Instill Culture Operating system is a constellation of applications. Here’s what we’re currently working on...

  • AI that delivers recommendations to increase scores and strength company culture
  • AI that delivers recommendations to increase scores and strength company culture
  • Applications for Slack, Zoom, and Gmail
  • Complimentary applications for Outlook and Teams.
  • Additional encryption layers within AWS datacenters.
  • A roles and permissions based dashboard  that displays individual scores on each Continuous Assessment™ variable
  • AI that delivers recommendations to increase scores and strength company culture
  • AI that delivers recommendations to increase scores and strength company culture