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AI-Powered
Data Science & Analytics

Get AI-powered solutions that solve your critical business problems, exploit market opportunities, and establish competitive advantages. Our market-leading data scientists and industry experts will deliver a maintainable, scalable, value-creating solution. It’s our guarantee.

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Top companies trust Aimpoint Digital

Realize your
data’s potential

Proven partner

Do you have a data science use case and need a proven partner in solutioning? With so many options, it's hard to know who you can trust to deliver a long-lasting solution that’s tailored to your needs.

Our Capabilities

Brightest minds

Our market-leading data science team brings together the brightest minds in software engineering, mathematics, algorithmic modeling, and MLOps to help organizations develop game-changing solutions within their industries.

Our Elite Team

Empower prescriptive actions

At Aimpoint Digital, we uncover all buried secrets within your data to empower prescriptive actions that ensure you’re getting the most out of your data—now and in the future.

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Aimpoint Digital’s data science capabilities

We solve your data science use case with highly specialized applications of machine learning, artificial intelligence, and mathematical optimization across the full analytics value chain.

Machine Learning Engineering MLOps AI Solutions Mathematical Optimization Generative AI Predictive Modeling Platform Enablement

Machine Learning Engineering

  • In cases where a more sophisticated solution is required—advanced machine learning (ML) is utilized. Starting with feature engineering— we move through to development and fine tune as we iterate and engineer your tailored solution.
  • ML enables the systems to learn for themselves using supervised, unsupervised or Reinforcement Learning based techniques.
  • Maximize efficiency by designing models that are scalable and fit within environmental latency requirements to ensure both high accuracy and consistent ROI.
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MLOps

  • We deliver containerized model pipelines to help optimize your MLOps.
  • Ongoing support with deployment of models, including retraining decisions, model drift monitoring, and A/B testing of potential new models.
  • Your model is put into production in a scalable fashion with federated, kubernetes, and latency concerns to consider.
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AI Solutions

  • Data science AI solutions use a more software based approach to solving problems.
  • Together, we can develop customized, reusable software solutions leveraging AI for common problems across business lines when you don’t require a problem-specific
    solution.
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Mathematical Optimization

  • Operations Research (OR) allows us to understand your processes and uncover all data to make a reliable recommendation for what actions could and should be taken.
  • By combining alternate data science techniques, such as AI and ML, with OR/DS techniques, we help you move beyond predictions to decision suggestions.
  • Your decision science team combines market-leading research background experience with industry experience to provide value-driving recommendations or next best steps for your business use case.
  • Mathematical Optimization (LP, MIP, GA, and more) provides recommendations on the optimal next step. From where you should distribute your products or how you should schedule your production to what DCs should service what customers.
  • Discrete Event Simulation (DES) and the digital twins concept give you the ability to run scenario analysis to determine the impact of perturbations to manufacturing lines, distribution networks, and any other affected systems.
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Generative AI

  • Generative AI techniques can be utilized to interpret and understand human language in written text or voice and summarize large document databases.
  • Build AI-based company assistants to help you navigate the large deluge of data in modern companies.
  • Use Generative AI to summarize, plot, and query your business and model predictions.
  • Use cases include everything from understanding the public’s sentiment based on your organization’s reviews, quickly discerning if a message should prompt immediate escalation and more.
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Predictive Modeling

  • The power of statistics drives predictive modeling that generates valuable insights by looking at historical values to describe what is most likely to happen in the future.
  • MARIMA, logistics regressions, and linear regressions, among other models, are used to derive value-driving solutions to business use cases like demand forecasting and predicting machine failure.
  • We avoid complexity where possible—your optimal solution is often the simple one.
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Platform Enablement and Execution

  • Leverage leading technologies that enable fast, high-quality prototyping and ease of movement from development to production.
  • Our passionate innovators take pride in providing in-depth training and support to customers so you can best manage your solution.
  • Your data science solution includes 1:1 coaching, best practices, guided trainings, and walkthroughs. We’re here to accelerate and optimize your use of leading DS platforms.
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How we approach your use case

Find the optimal solution for your use case with Aimpoint Digital. Our proven process has helped retail, manufacturing, bio-pharma, finance, and insurance companies like yours use the latest technologies and our unmatched expertise to harness the power of their data—driving the most value across your organization.

Client Engagement Exploratory Analysis Model Development Deployment & Automation Improvement

Client Engagement

Assign rigorous definitions to business needs and asks to ensure the solutions developed aren’t solving the wrong problem. The solution blueprint is executed to meet your specific needs, map out what information can be included, and offer appropriate technical solutions.

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Exploratory Analysis

Now that we understand your real business needs, we must then deeply understand the available data—discussing outlier strategies, determining relationships between variables, and performing feature engineering. This is critical in determining what models can be utilized and providing high explainability and performance.

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Model Development

First, your data is cleaned and prepped for algorithmic solutioning to understand how to address your data science use case. From selecting your validation set to span several seasons or cross-validating an imbalanced dataset, our team ensures the scientific soundness of all deliverables.

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Deployment & Automation

Ensure your data science solution can be seamlessly integrated with your business processes to drive the most value now and in the future. Never make the mistake of neglecting this piece of the equation in favor of algorithmic complexity.

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Maintenance & Continuous Improvement

Once your initial model is deployed—your journey doesn't end there. Your models are trained on current state with continuous improvements based on insights from your model. When deployed successfully, the data you gather will often naturally change or you will experience ‘model drift’ or a loss of predictive power. At Aimpoint Digital, we work with you to make sure your models continue to provide accurate insights after initial deployment.

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Get results
with Aimpoint Digital

00%

Have PhDs or
advanced degrees

00x

Faster deployment and ROI
realization than internal development

00%

Customer satisfaction

00+

Data Science
use-cases delivered

Our elite data
science team

To best serve our clients, we are extremely selective in hiring. By recruiting data professionals with high levels of academic knowledge as well as real business and industry experience—we’re able to guarantee the development of a highly effective solution for your specific use case.

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At Aimpoint Labs, our passionate innovators are always finding new ways to utilize the latest technological advancements in artificial intelligence and machine learning to push the boundaries of what’s possible with data.

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Unmatched expertise
in the world’s leading data science platforms

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Data science insights

Blog

White Papers

News Jun 2, 2023
Aimpoint Digital Named Dataiku’s FY23 Americas SI Partner of the Year

Aimpoint Digital, a leading provider of data-driven solutions, proudly announces that it has ...

Data Science Apr 27, 2023
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Data Science Apr 5, 2023
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Data Science Mar 28, 2023
Dataiku App-As-Recipe: Optimize Your Data Workflows

Dataiku offers a robust platform for data processing and machine learning, equipped with a ...

White Papers Mar 10, 2023
Demand Forecasting White Paper

White Papers Mar 10, 2023
Demand Forecasting White Paper

White Papers Jul 6, 2022
SKU Rationalization White Paper

SKU rationalization is the procedure of understanding which products need to be maintained, ...

White Papers Jan 20, 2022
AI in Manufacturing [WHITE PAPER]

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Ready to solve your data
science problems?

Aimpoint Digital combines next-gen AI, machine learning, and the deep expertise of our STEM and industry professionals to develop an advanced analytics solution that has the greatest overall impact on your organization.

Ready to solve your data
science problems?

Aimpoint Digital combines next-gen AI, machine learning, and the deep expertise of our STEM and industry professionals to develop an advanced analytics solution that has the greatest overall impact on your organization.