Is Your Data Out Of Control?

Aptude’s Proven Data Science Program Gives You Data You Can Trust

If your business is like many enterprise-level companies, you’re likely drowning in a sea of historical data. This data is coming from your CRM, your marketing activities, customer data, internal work, accounting, and more spanning sometimes decades.

Even worse, all of it is likely in different states of accuracy and relevancy and stored in databases that may not talk to each other… if the data is even stored in a database at all!

This is a big problem, but it’s not the only one causing data mayhem.

Keep Reading

Twelve Common Data Problems Faced by Transportation, Logistics, and Blue-Chip Companies

Siloed Data

Data held by one group or business unit that isn’t shared by others

Poor Data Quality

Issues with data completeness or accuracy

Data Deluge

Too much data, especially unstructured data, resulting in data pools and data lakes

Data Duplication

Excessive copies of data that decreases storage capacity

Lack of Data Expertise

Having a team which can’t implement data engineering, predictive analytics, machine learning, or big data solutions

Improper Data Linking

Lack of an ability to connect different data sets together to perform semantic queries OR data is improperly linked and thus less valid for decision-making

Data Entry Errors

Errors that are caused at the point of entry; can be transcription or transposition errors

Lack of Data Transparency

An inability to easily access and work with data no matter their location or application source

Cross-Team Misalignment

When your teams have different procedures, goals, and standards about data

Lack of Data Consistency

Lack of consistency in measurement of variables throughout the datasets

Lack of Visualization

Inability to tell data-driven stories or glean fast insights from data

Privacy Concerns

When data stored isn’t secure or compliant with privacy laws and regulations

Aptude’s 20+ Years of Data Experience Gives You RELIEF from Data Obstacles that Limit Your Digital Transformation

Aptude is a leading provider of data science services, in no small part because of our growing Python Center of Excellence in Mexico City. Our robust data practice includes over 19 different data solutions and skillsets to help you get control of your data and begin making data-driven decisions faster than ever before.

Data Engineering

Our Data Practice which focuses on preparing data so it can be used in data analytics, data visualization, or data science

Data Architecture

Experienced Guidance in how data is collected, arranged, integrated, and put to use in data systems and in organizations

ETL Processes

Extract, transform, load data from one database to another (usually, a data warehouse)

Data Visualization

Charts, graphs, maps, and dashboards that provide an accessible way to see and understand trends, outliers, and patterns in data

Machine Learning

Computer algorithms that improve automatically through “learning”

Big Data

Large volumes of data, both structured and unstructured

Artificial Intelligence

Algorithms designed to make decisions, often using real-time data

Predictive Analytics

Analyze current and historical facts to make predictions about future or otherwise unknown events

Deep Learning

A facet of machine learning based on artificial neural networks with representation learning

Natural Language Processing

A mix of linguistics, computer science, and artificial intelligence concerned with how to program computers to process and analyze large amounts of natural language data

Data Warehousing

Central repositories of integrated data from one or more disparate sources

Data Pipelines

Consolidate data from multiple sources and make it available for analysis and visualization

Database Management

Store, retrieve, define, and manage data in a database

Technical Project Management

Expert Program, Portfolio, and Project Leadership of your data projects


Microsoft data visualization and dashboarding tool


Industry-leading data visualization tool


Technical project management using Smartsheet


Powerful Microsoft spreadsheet tool


A robust Big Data programming framework


Our preferred Programming Language for Data Science Projects

Structured Query Language

Programming language to manipulate data in your databases

What’s Possible When You Mix the Right Components to Solve Core Data Problems?

What if you could…

  • Create new data reports and visualizations on demand to answer key business questions?
  • Use your historical data to make dynamic, real-time decisions using AI and ML?
  • Use machine learning to discover business opportunities before your competitors do?

It’s possible when you have your data under control.

Even if you just want to move from a data lake to a data warehouse, that activity will enable your business to do so much more with the data. Once you have a data warehouse, you can tack on visualizations with a tool like Excel, Tableau, or PowerBI. Once you have structured data pipelines, you can begin slicing data in new ways as needed. Once you know your data is relevant, correct, and secure, you can trust it to make data-driven decisions that will impact the success of your corporation.

Whatever form of digital transformation your company needs, there’s a good chance that it will require some data work.

Just a Handful of Aptude’s Successful Data-Driven Projects

We’ve been a partner to the transportation, eCommerce, education, and logistics industries for over 20 years. Here are a few of our recent, successful projects featuring our Python Center of Excellence and our experienced Data Team.


Don’t Tackle Your Deluge of Data on Your Own. Aptude Can Help.

While you can go it alone, with Aptude leading your next data project, you’ll …

• Avoid mistakes. We’ll help you avoid falling into common, easily-avoidable missteps that an expert team will have seen (and solved) before
• Solve the right problem. Get an expert outside eye on your situation, root causes of data problems, and potential solutions
• Explore a range of data-driven solutions. Rather than the solution you think you’ll need; we’ll quote you what we know you’ll need to keep moving forward based on our years of proven domain experience
• Get dynamic resourcing. Get expert onshore help for the “build phase”, and more affordable offshore or nearshore help for the “run phase”. Or whatever mix fits your needs.
• See cost savings. Our AptudeFlex model lets you get more done than you would have hiring full-time data staff who can each only do a limited set of work.
• Get Leadership from Day 1. Our team members (especially our team leads) each have years of domain experience. Which means we’re not just doers – we’re leaders.

The fastest way to get started is to fill out the form on this page to request more information.

We’ll follow up with a mutual NDA, and then begin the conversation about your requirements, goals, and needs. Finally, we’ll work together to design an expert staffing or consultative solution that fits your needs and your budget. Once you’re ready, we’ll move forward.

It all starts with hello. Contact us today to start the conversation.