Applied AI Services
Integrating Artificial Intelligence into common business practices securely and with greater flexibility, our Applied AI solutions are built on top of cognitive services using tailored logic and AI models, all without starting from scratch.
Our Applied AI Services To Reach Data’s Full Potential
Applied AI services offered by TOPS refer to using a suite of platforms, tools, and solutions provided by specialized vendors to develop, deploy, and manage AI models without building them from scratch. We do it by integrating advanced AI models into your app through APIs, customizable solutions, or pre-trained models.
RAG (Retrieval Augmented Generation)
Integrate your proprietary data or external data sources into the pre-trained Large Language Models to get contextual, business-specific responses along with authentic data sources while keeping full control over your proprietary information.
Semantic Search
Build an AI-driven Semantic Search functionality into your app which understands the intent and meaning of keywords, retrieving the most relevant information, even when the exact keyword does not match your search purpose.
OpenAI API
Leverage pre-trained AI models trained on massive amounts of data like ChatGPT for smarter interactions, text generation, and task automation. We fine-tune them to suit your data, saving you time on building and training the model from scratch.
Prompt Engineering
We integrate smart prompts into your app to ensure the integrated Generative AI models provide meaningful, accurate, and coherent answers to user queries. This is highly used for projects that require personalization of user experiences.
Forecasting Time Series Data
Get future insights from past trends! Our team uses cutting-edge tools like Facebook Prophet to forecast accurate results even with missing data, outliners, seasonal patterns, or dramatic changes in the time series.
LangChain
We use Python’s LangChain framework to create your business specific multi agent ecosystem (customizable chain of tasks) such as task parallelization, streaming, fallbacks, batch, and async methods, all by integrating LLM to your data.
Applied AI Tech Stacks That Are Accelerators For Our Team
NLP Libraries & Frameworks
- Hugging Face
- OpenAI
- LangChain
Vector Databases
- Qdrant
AI Models
- GPT-4
- GPT-4o
- GPT-4o-mini
Cloud Storage
- AWS S3
Database Management
- PostgreSQL
Containerization
- Docker
- Kubernetes
- Amazon ECS
Applied AI Solutions Build From the Maturity Phase, Not From Ground Zero
At a maturity level, Applied AI solutions rely on manual processes, limiting model deployment frequency. We have transformed this with a clear development pipeline, automating everything from data extraction to accurate outputs using pre-trained models. This enables continuous experimentation and deployment, applying AI at scale without building from scratch, ensuring faster, more efficient refinement.
Your Advantage of Partnering With TOPS, A Trusted Applied AI Service Provider
Our Applied AI services address a range of business needs. Help your customers quickly and meet them where they are. Detect and diagnose issues as soon as they arise. Go from raw content to deep insights with a fraction of the effort. Explore how our Applied AI solutions help your business maintain less and innovate more.
Complexity
Businesses can leverage AI without the need for complex development environments. Our tailored Applied Artificial Intelligence solutions let you harness the power of AI without building from scratch.
Cost
Our Applied AI solutions avoid high costs for establishing AI infrastructure & building the AI models from scratch. We do it by leveraging pre-trained AI models for cost-effective AI implementation.
Time
Speedily deploy AI capabilities without the process of model design, development, & validation. Our software development team uses pre-trained AI models to get your project up and running in record time.
Scalability
We integrate cloud architecture with Applied AI solutions to handle the load efficiently during traffic peaks. This enables effortless scaling of cloud integrated AI solutions, as your business grows.
Applied AI Solutions Beyond Building It In Development Lab
Right from delivering solutions based on the quality and quantity of data, developing the right mindset to prioritize data accuracy, and having available expert skill sets to integrate simple to advanced AI models like linear regressions, neural networks, natural language processing, and others, we do a lot more than just getting the code right.
Embedding and Multimodal Embedding
Embedding models help machine learning model reason and comprehend high-dimensional data that consists of various categories, numerics, genres, or classifications. As ML models need numeric data to generate input and cannot interpret data in raw formats, embedding models help convert raw data into numeric formats called vectors that make it easy for ML models to interpret the data.
Our Applied AI App Development Agency Has Niche Expertise Across Industries
Healthcare
-
Logistics
-
Retail
-
Finance
-
Wellness & Fitness
-
Education
