What is Data Wrangling?

Data wrangling is the process of accessing, transforming and mapping raw data from one or many sources together for use in downstream applications like analytics or transactional systems.

Overcoming the Challenge of Data Wrangling With Modern Solutions

The tools and solutions of yesterday were not designed to deal with the world of today where data is increasingly distributed, of mixed types and larger volumes.

At the same time data is driving just about every outcome and decision that is made in an organization.

This is an impossible situation for any IT organization as more and more people need the data to work with.  This requires a self service solution for data preparation for analysts so they can take on more difficult scenarios and deliver wins faster.

Modern Data Wrangling Requirements

There are typically four steps using Put It Forward that make up the data wrangling process.


1. Data Discovery and Mapping

Accessing the data sources and linking the fields needed into a data staging area.

2. Data Cleansing and Normalization

Here you remove the errors and outliers in your data that aren't needed then structure it for downstream use.

3. Data Enrichment and Validation

Combine data with other attributes or apply calculations to derive other insights which might be used in the target system.

4. Publishing and Syndication

Data is mapped into downstream environments and systems for consumption.  Syndication happens when the sets of data need to be published to multiple targets.

For us it was a no-brainer, how could we not have our team applications tied together via single sign on and centralized administration? Put It Forward solved this across our entire user base at huge scale”

Kristyn Cobstill - Project Lead

“For me when our internal teams tried to replicate the Put It Forward technology that was when the pin dropped … these are really smart people”

Sarika Saoji - Marketing Platform Technologist

“What you just did for our productivity and how we work was magic - you guys are rock stars, I’m truly blown away"

Uma Asthana  - Director of Operations and Technology

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How It Works - A Modular Data Platform

A set of modular components designed to work stand alone or with one another because different challenges require unique responses

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Integrate

No Code

Organizations have lots of data that needs to be accessed, the Put It Forward Integration Designer connects you to everything.

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Orchestrate

Process Automation

The Platform Manager links processes and events as they're triggered across systems to deliver a set of outcomes.

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Data Services

Organize and Model

Powerful internal services help you manage the dynamic nature of data with on demand tables, db's and governance.

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Graph

Connected Meaning

Semantic relationships are created across data sets to uncover relationships between things like your customer, products and services.

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Delphi AI

Predictive Insights

Put It Forward Delphi is a native artificial intelligence solution which helps automate processes and separate signal from noise at scale.

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Intuitive Interface

Integration Designer - built for the professional that needs to reduce errors and can't wait on IT services to deliver the solution.

Case Study

Failed and stalled project turned around with Put It Forward Integration Designer which reduced overall costs, brought the project in to completion and exceeded the original mandate.

Stages of Integration

Where are you in terms of integration maturity.  This ebook shows you exactly where you are and what the progressive benefits are through each stage to help you chart a course.

Integration Partner Questions

Many solutions offer only a partial answer to a successful integration.  6 Questions to ask your integration partner that will bullet proof your solution approach and save you from downstream issues. 

A citizen integration and automation tool that is not only code-free but allows for cross-process automation and 360 degree alignment throughout the entire enterprise stack.


Data Wrangling Integration Capabilities

Code-Free Design

No code visual designer.  Responsive browser-based designer to build integrations on any device

Auto-Data Mapping

Algorithmic driven data mapping to speed the process, intelli-assisted and manual

Integrated Help

End user friendly environment with integrated help, self guiding integrations and support

Transform Capability

Use expressions to transform from any data source so your data becomes compatible with and acceptable to the destination system.

Patterns for Success

IDC Analyst Guidance

Report

Informed Choices

Buy or Build

Infosheet

Digital Transformation

Infosheet

Case Study

6 Questions To Ask A Potential Partner

Guidebook

The Truth With Native Integration

Can You Afford It?

Whitepaper

Best Practice Guidebook

Roadmap for Success

Report

Solutions Templates

Best Practice Templates

Blog

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