The Age of Automation and Intelligent Systems
Artificial Intelligence (AI) is transforming the world around us by helping humans perform tasks easier, faster, and more efficiently. Many challenges that were previously deemed impossible to solve are now being solved with superhuman accuracy. Businesses are adopting AI-powered applications to transform every aspect of their organizations and achieve success.
AI presents huge possibilities with regard to job creation, new discoveries, understanding climate change, boosting national security, improving quality of life, and increasing global productivity. Some of the most exciting applications today include recommender systems, conversational bots, autonomous vehicles, facial recognition, drug discovery, medical image diagnosis, robotics, precision agriculture, financial risk assessment, language translation, music generation, art creation, and games.
The implications of AI-driven automation on our society will be tremendous as many industries are already at risk of being disrupted. This foundational technology will also have a profound impact across every sector through the creation of new industries, services, products, and processes. In fact, AI is rapidly becoming the greatest transformative force in the economy and will undoubtedly produce one of the biggest revolutions that humanity has ever seen.
What We Do
We Build AI-Powered Solutions and Transformative Experiences for Enterprises
Our AI Engineers and Data Scientists solve important problems by applying state-of-the-art machine learning, deep learning, and other AI skills to a variety of data such as numbers, text, images, video, and audio.
We produce specialized AI systems end-to-end, as well as answer business questions, and manually generate actionable insights.
These intelligent systems generate new value by automating tasks, optimizing processes, and auto-generating actionable insights for enterprises.
Our training programs also provide customized curriculum to build AI expertise and prepare for new roles in the AI era.
We turn data into impact by helping enterprises improve earnings and competitive edge.
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AI Consulting
We are passionate about applying AI and STEM (Science, Technology, Engineering, Mathematics) principles to help private and public sector institutions unleash new innovations that solve problems, save lives, create jobs, enhance national security, and facilitate economic development.
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Our AI teams and strategic partners are experienced in all phases of the data and AI lifecycle.
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We apply best practices using state-of-the-art techniques and tools in open-source to deliver cost-effective solutions for:
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Artificial Intelligence
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Data Science
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Business Intelligence
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Robotic Process Automation
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Data Visualization & Exploratory Data Analysis
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Data-centric AI
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Cybersecurity & Security Intelligence
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Big Data, Cloud, IoT, Edge, HPC
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Data Warehousing
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Digital Health Services & Life Sciences
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Blockchain Development
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Virtual & Mixed Reality - AR/VR/MR
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IT Infrastructure
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Managed IT Services & Help Desk
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Software & Systems Engineering
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Testing as a Service, DevOps
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Scientific Research & Engineering
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GIS, Spatial Analysis, Drone, Remote Sensing
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UX/UI, Full-Stack Web Application Development, Mobile
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Data Collection & Surveying, Strategic Data Acquisition
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Data Governance, Privacy, Information Assurance
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ERP, CRM, Collaboration, & Office Productivity Tools
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Project Management, ITIL, Scrum, Lean Six Sigma
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AI & Technology Training
Private and Public Sector Advisory
Backed by industry experience, our experts deliver services across several domains including finance, retail, manufacturing, robotics, government, defense, legal, aerospace, healthcare, pharmaceutical, education, sports, games, conservation, energy, telecommunication, insurance, transportation, agriculture, and more.
We transform customer experiences, business models, and operational efficiencies by empowering you to create an advantage specific to your industry vertical.
Quickly Turn AI Ideas into Transformative AI Systems and Actionable Insights
Our AI Consulting Process
Discovery - Determine your business challenge or project objective. (1 week)
Approach - Set strategic and technical direction on how to approach your AI Project. Discuss use cases, identify automation opportunities, technical and business diligence, set objectives, define success, and set the groundwork for a successful AI project. (2 weeks)
Experience - Design and plan an intelligent experience. User interface design, presentation options, experience tracking, and user experience data analysis. (2 weeks)
Planning - Develop the implementation process. Establish a team, audit data, data strategy, select technology stack, security requirements, ethical considerations, management plan, and evaluation metrics. (2 weeks)
Prototype - Iterative model development and training. Rapid prototyping, exploratory data analysis, interactive visualization, AI engineering, applied machine learning, deep learning, and software engineering. Create intelligence and grow it over time. (4 weeks)
Orchestration - Operationalize AI solution into production. Monitor performance, maintenance, support, and maximize impact with a sophisticated data strategy. (2 weeks)
Open-Source and Commercial Technology
Design Intelligent Systems End-To-End
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Modern Technologies
AI Solutions & Applications
Java, Ruby
C, Swift
.Net, C#, C++
Linux
Scala
Python
JavaScript
HTML, CSS
React Native, Flutter
Microsoft
SAS
R
Julia
Big Data, Hadoop
SQL, NoSQL
SQL Server, Oracle, PostgreSQL
Spark, Storm, Neo4j, MongoDB
Tableau, Spotfire
Data-centric AI
QGIS, GDAL
Power BI, Flow, Automate, Power Apps
CRM Dynamics, Salesforce
Shiny, Plotly, Bokeh, Matplotlib
AWS, Azure, Google, IBM, OpenStack
Kafka, Streamz, Flink, Airflow, IoT Hubs, DataFactory
Robot Operating System, Unity
GPUs, CUDA, Intel, NVIDIA
Git, GitHub, Docker, Kubernetes, OpenShift
Open-Source & Commercial Tools
Applied AI
Data Science
Intelligent Systems
Scientific Research & Engineering
Web, Mobile Apps - iOS & Android
Exploratory Data Analysis
Business Intelligence
Data Visualization
Big Data
Data Warehousing
Cloud, Edge, IoT, GPUs
Robotic Process Automation
High Performance Computing
Container & Orchestration
Extended Reality - VR, AR, MR
Blockchain
GIS & Remote Sensing
Autonomous Things
Machine Learning & Deep Learning
Computer Vision
Natural Language Processing
Speech Recognition
Generative Modeling
Reinforcement Learning
Network Science
Knowledge Graph
Recommender System
Foundation Models
Optimization
Ethics, Privacy and Law in AI
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Approaches & Architectures
Unsupervised Learning – Clustering, Dimensionality Reduction, Anomaly Detection, Density Estimation, Embedding, Generative Modeling, etc.
Supervised Learning – Regression, Classification, Ranking, etc.
Reinforcement Learning – Markov Decision Processes, Bandits, Dynamic Programming, Q-Learning, DQN, REINFORCE, A3C, etc.
Hybrid and Semi-Supervised Learning – Transfer Learning, Adversarial Learning, Multimodal & Multitask Learning, Few-Shot Learning, Meta-learning, Self-supervised Learning, Federated Learning, and End-to-end Learning, etc.
Empowering AI-Driven Enterprises
Artificial Intelligence (AI) Services
As the world becomes increasingly digitized, so does our ability to connect with it.
At funstematics.ai, we see AI technology as a way to enable enterprises to achieve more and enrich lives by collaborating with smart software that exhibits human-like behavior and intelligence.
New advances in computation, big data, data science, and AI-powered technologies for vision, language, speech, generative, and knowledge are revolutionizing the way that computers and humans work together.
Leading enterprises are applying AI to transform their business models through the creation of new products, automating processes, delighting customers with personalized experiences, and empowering employees with intelligent systems.
Our AI Strategists and AI Engineers can help you explore how this kind of smart technology works and provide the foundational skills required to integrate AI into your applications.
As AI continues to expand to all areas of society, our mission is to improve its accessibility for current and future generations to make people more productive, smarter, happier, and safer.
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AI Solutions
AI Products
In addition to AI Systems, we also provide the
following services:
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Applied AI & Enterprise Transformations
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Data & Intelligent Platforms
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Agile Software Engineering
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Cloud & Edge, HPC
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Data Warehouse
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IT Infrastructure
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R&D, Scientific Research & Engineering
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Digital Health Services & Life Sciences
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Cybersecurity & Security Intelligence
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Blockchain
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Virtual & Mixed Reality – VR/AR/MR
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Managed IT Services & Help Desk
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GIS, Spatial Analysis, Remote Sensing
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Custom Application Development, Mobile
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Data Collection, Surveying, Strategic Data Acquisition, Data Annotation
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Data Governance, Privacy, Information Assurance
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Project Management, Scrum & Lean Six Sigma
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Technology Training
AI Strategy & Transformation
Evolve to an AI-Driven Enterprise by:
Systematically executing AI projects
Developing knowledge of AI
Aligning strategic direction with AI
Building a data strategy to support AI
Creating AI communications programs for key audiences
Applying ethics, security, law, and privacy in AI
VisionFun – custom computer vision solutions for a variety of vision tasks.
TextFun – custom natural language processing (NLP) solutions for a variety of natural language tasks.
SpeechFun – custom speech recognition solutions for a variety of speech processing tasks.
GenerativeFun – custom generative solutions for a variety of generative modeling tasks.
NetworkSciFun – custom network science solutions for a variety of network analysis tasks.
ReinforcementFun – custom reinforcement learning applications for a variety of tasks.
GISFun – custom geospatial data analysis, remote sensing, and ML applications for a variety of tasks.
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RecommenderFun – custom recommender system solutions to automatically learn user ratings and preferences for a variety of tasks.
Enterprise AI Training
Learn Foundational and State-of-the-art Techniques in AI with a Customized Curriculum for Your Team.
Intro to Modern Data Analysis for Data Science
Intro to Exploratory Data Analysis (EDA) & Insight Discovery
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Applied Machine Learning & Deep Learning
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Applied Data Science
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Applied AI for Intelligent Systems
Ready to Lead Your Enterprise into the AI Era?
Evolve into a Great AI Company
Our AI Strategy & Transformation Program
AI technology is already transforming most industries, and many more will be at risk of being disrupted.
For an organization to take full advantage of AI, it needs to be fully integrated across all departments and functions.
We believe it is possible for any enterprise to become a strong AI-driven organization by setting up the right processes.
Our AI Strategists can advise you on the critical steps necessary to successfully transform your enterprise with AI.
With our proven methodologies, you will be able to grasp AI’s far-reaching strategic implications within your organization and create value from what the business implements.
We can help you build a culture that uses data as a strategic asset to extract insights, implement a modern technology infrastructure, identify new opportunities to automate manual and repetitive tasks, improve products and services, and reorganize business processes to transform your enterprise.
Every business can benefit from this transformative technology that is fast leveraging the competitive landscape to stay ahead of your competitors, and also become much more valuable and effective.
Computational Creativity
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Our Enterprise AI Transformation Process Will Guide You With:
Executing pilot projects to gain familiarity and company buy-in for future investments.
Building a centralized AI team in-house to improve long-term efficiency and drive cross-departmental value.
Providing broad AI training that gives everyone the knowledge to prepare for new roles and improve capabilities.
Developing an AI and data strategy to create the most value and build a defensible business.
Creating a strategic communication process that ensures alignment with key audiences.
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Applying Ethics, Security, Law, and Privacy in your work today.
Learn how to organize your business to do the things that modern AI capabilities allows you to do very well.
Ethics, Security, Law, and Privacy Implications of AI
As society begins to rely more heavily on computer algorithms for making complex public policy, judicial, business, and life or death decisions, eventually some serious ethical, legal and privacy concerns may arise.
Our AI strategy process can also help you implement frameworks and best practices for doing ethical and legal work with AI that supports privacy.
Enterprises will better understand the implications of AI on individuals and their identity, and on society concerning critical issues such as bias and fairness, privacy, personal data use, and the job market of tomorrow.
As creators of data processing and intelligent systems, it is important to consider the unintended consequences our technology could produce such as propaganda and disinformation, authoritarian surveillance, job displacement, harassment, and bias.
These issues can be complicated and won't have clear or easy answers, but we can help you think about how you would handle a situation before you are in it.
We can assist you with building the foundations you need and human-in-the-loop systems to make the positive impact that you want in business, on the world, and society at large.
Every Nation Can Effectively Use AI to Help Its Citizens and Create Future Economic Value
Powering the Intelligent Future
Stay in Touch