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Engineering

Full-stack AI Solutions

We create full-stack AI solutions across product development, understanding, prediction, automation, and optimization to advance your business.

Getting started

We start each project by exploring and analyzing your data and then develop one or more prototypes to vet out various approaches.

We test and measure to ensure that we can meet or exceed your goals.

Once we have the best possible AI solution, we create production pipelines that integrate with your IT operations so you’re production-ready.

Once the model is implemented, we train your team to the desired extent so you continue to see value from your AI.

Product Development

Insert AI into your product or build an AI-based product.

IP development

Develop licensable software for your use case

Product enhancement

Add AI-enabled features to improve your product

DevOps

Implement streamlined operations to manage your infrastructure

API

Create backend services to generate insights from data

Microservices

Develop supplemental solutions that enhance your product ecosystem

User interface

Create visual entry points to engage with your product

Data Understanding

Dive into your data to know its context and deeper meaning.

Language processing

Discover insights in natural language

Image understanding

Find elusive patterns in image and video data

Trend analysis

Uncover trends in your data that inform decision-making

Anomaly detection

Detect edge cases that would otherwise go unnoticed

Network graph analysis

Analyze and visualize complex network data at scale

Signal enhancement

Enrich recorded signals with scientific analysis

Customer understanding

Discover insights about your customers

Prediction

Make sense of patterns to predict the future.

Trend forecasting

Predict future states using historical patterns

Personalization

Create a more tailored and gripping experience for your users

Threat detection

Identify anomalous and potentially dangerous events, enabling early mitigation

Automation

Free up your human time and effort with technology that is up to the task.

Recommendation systems

Create a personalized experience for your users

Generative models

Deeply intuit your domain, allowing generation of novel samples

Document data extraction

Extract structured data from documents at scale

Image understanding

Analyze visual data to inform downstream tasks

Summarization

Minimize cognitive load by limiting extraneous detail

Entity recognition

Detect and classify key information in large datasets

Change detection

Alert when important changes occur

Optimization

AI can optimize your resources, allowing them to deliver the best value.

Pricing

Model pricing strategies that maximize performance metrics

Genetic algorithms

Use intentional randomness to find creative solutions

Reinforcement learning

Train agents to intelligently interact with the world

Scheduling

Optimize precious and finite time and resources

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