The Technology Behind Our AI Solutions
Successful AI applications require more than access to a large language model.
They require the right combination of models, data, retrieval, application architecture, interfaces, APIs, infrastructure, and user experience.
Sound Strategies has experience across the AI application stack.
Large Language Models
We are model-neutral, selecting and integrating AI models based on the requirements of the application rather than forcing every project into a single technology.
We can integrate large language models into customer-facing applications, internal business systems, search platforms, and custom software.
Retrieval-Augmented Generation (RAG)
We design and build RAG systems that allow AI applications to retrieve relevant information from your own data before generating a response.
This can include information from:
- Websites
- Documents
- Databases
- Knowledge bases
- Business systems
- Structured and unstructured data
RAG can help create AI applications that are grounded in the specific information your business needs to provide.
AI Agents & Automation
AI agents can do more than answer questions.
We can develop AI-powered workflows that retrieve information, process data, interact with APIs, perform tasks, and automate complex business processes.
Voice AI
We implement speech-to-text and text-to-speech technologies to create conversational applications that support both spoken questions and spoken responses.
This can be used for websites, applications, customer-service systems, and other AI-powered experiences.
Custom AI Interfaces
The best AI application isn’t necessarily a chat window.
We develop customized interfaces for AI applications, including:
- Conversational interfaces
- Intelligent search
- Dashboards
- Knowledge interfaces
- Voice experiences
- AI-powered web applications
We can combine AI with traditional application interfaces to create experiences that are intuitive for users and practical for businesses.
Data Processing & Knowledge Systems
AI is only as useful as the information it can access.
We develop systems that can collect, extract, structure, process, and prepare information from websites, documents, video, audio, and other sources for use in AI applications.
APIs & Integrations
AI applications often need to communicate with other systems.
We develop APIs and integrations that allow AI applications to connect with websites, databases, business systems, third-party services, and other applications.
Microsoft Azure & Cloud Infrastructure
We use Microsoft Azure and other cloud technologies to build, deploy, and scale AI applications that require reliable and scalable infrastructure.
Modern Application Development
Our development capabilities include technologies such as Node.js, React Native, Python, PHP/MySQL, and WordPress, allowing us to integrate AI into both modern applications and existing technology environments.