Azure OpenAI/ChatGPT/DALL-E

ChatGPT has taken the world by storm as a tech-demo, yet it is clearly most important when used as a platform that drives systems. Microsoft (a major owner of the OpenAI platform) makes this service, as well as the DALL-E generative graphics service, available through the Azure OpenAI services, which are part of Azure Cognitive Services. We can help you use these tools while insuring that your data remains yours! We can help you use these servics to leverage AI in your own applications and systems, to launch your user's productivity into the next generation of computer aided work.

Copilots in Your Apps!

Microsoft has been adding “Copilot” features into every application and product, as this new user interface paradigm of assisted computing takes over faster than even the waves of GUI, Web, and Mobile ever did. However, Copilot features are not just for Microsoft! We can help you build Copilots into your own applications. Applications without Copilots are now legacy, as the productivity gains provided by this new approach simply can't be ignored by any organization that wants to remain competitive and relevant.

Copilots are a combination of a variety of features. The details are specific to each organization, but Copilots are usually comprised of a mechanism that understands requests and “grounds” them within your own organization's knowledge and data. A large language model (“ChatGPT”) is then used to turn the users request into a meaningful response based on that grounded information. Finally, a post-process runs that allows the AI to interact with the user and drive the application/system at the user's command to enable taking steps that would a human user often take hours, days, or even longer.

We can help you with all these needs. Contact us today through the form below to schedule your free hour of consultancy where will will discuss how these new paradigms apply to your individual situation!

CODE Copilot

CODE Copilot is our set of technologies and tools used to build Copilot features into your own applications.

Copilots are more than just Large Language Models (LLMs) invoked in natural language. Copilots require user interfaces of different kinds. They require pre-procesing and grounding based on your own organization's data and knowledge. They require post-processing and a way to drive your existing systems and interact with them. We provide a set of components and tools that help with these tasks. They are currently in private preview and available to select customers. Contact us through the form below if you are interested in learning more about CODE Copilot!

Azure Cognitive Services

Microsoft provides a pre-trained set of AI services/models collectively referred to as “Azure Cognitive Services”. This includes machine learning capabilities categorized under Speech (text-to-speech, speech-to-text, translation, speaker recognition,...), Language (sentiment and entity recognition, question answering, conversational lanuage understandin, translation,...), Vision (pre-trained and custom-trained vision analysis for static images and video, face and object recognition,...), Decision (anomaly detection, content moderation, personalization), Search and more. (Note: Technically, Azure OpenAI also falls under Cognitive Services, but for more information on Azure OpenAI, see above).

Our experts can help you with all these areas and more. Don't hesitate to contact us for a free consultation!

Machine Learning and Data Science

At a lower level, all AI is driven by Machine Learning (ML) and Data Science. With many of the new capabilities mentioned above, you may not need to train your own AI models. However, many scenarios can benefit from custom AI models, and modern tools make that very feasible. We can help you with those needs as well, whether it is a Python driven system, or whether your want to use .NET as your ML environment of choice, and everything in between.

Cloud Computing

Unlock the power of cloud computing with CODE Consulting, your trusted partner in navigating the dynamic digital landscape. Specializing in helping clients harness the full potential of the cloud, we offer expert guidance for rapid application development, seamless scalability, and significant cost reduction. Say goodbye to traditional limitations and embrace boundless possibilities. Unleash your organization's full potential, experiencing a new era of innovation, efficiency, and competitiveness in the ever-evolving digital world. Stay ahead of the curve with CODE Consulting as your trusted cloud partner, positioning your organization for unrivaled success. Thrive, innovate, and surpass the competition in today's fast-paced world. Join us and experience the unparalleled power of the cloud.

CODE Labs

We live in an age of extreme change. This is especially true for software projects. How do you keep up with this and make sure your organization is well positioned to compete tomorrow, next month, and for years to come?

The answer is an investment in your software future that includes experimental projects!

However, running bleeding-edge projects poses many challenges. Does your team have the right skills? Does it have a culture of operating experimental projects that nevertheless result in quick concrete results that can be moved into production? Or is it more likely that a team unexperienced in such projects will fail not because the technology or approach in question failed, but the team simply was ill-equipped to succeed in such a setup?

We can help you set up and run successful “skunk works” projects, similar to the ones we have done for our own organziation as well as our clients! Skunk Works projects can be small pilot projects that run for a few days or weeks, or they can be entire teams of people (potentially including yours and ours together) that operate continuously.

Further Reading

We have published extensively on the topics of Artificial Intelligence and Machine Learning. Follow these links to see a complete list of articles:

• Artificial Intelligence Articles
• Machine Learning Articles
• Data Science Articles