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.

Build AI-Led Solutions

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 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.

Smartly Scale with AI

Extensive Frameworks & Tools We Use To Implement RAG

OpenAI

Hugging Face

LangChain

Qdrant

GPT-4

GPT-4o

GPT-4o-mini

AWS S3

PostgreSQL

Docker

Kubernetes

Amazon ECS

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.

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.

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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.

Discuss Your Project

Delivering AI-driven, industry-focused software solutions

Our team of software development experts collaborates with clients to understand their roadblocks and objectives, enabling us to develop custom software development solutions that are efficient and scalable for diverse industries.

Real Estate

FinTech

Healthcare

Logistics and Supply Chain

Streaming

Retail

Human Resource

GIS

Wellness & Fitness

On Demand

Frequently Asked Questions

Is your question not here? No Problem, We're waiting for you with more answers! Do not hesitate to contact us if your inquiry was not included in the list.

What is Applied AI, and how can it benefit my business?

Applied AI focuses on solving real business problems using artificial intelligence. It helps automate repetitive tasks, improve decision-making, and unlock insights from your data, leading to measurable outcomes like cost savings and faster operations.

How is Applied AI different from Generative AI?

Generative AI focuses on creating content such as text, images, or code, while Applied AI is broader and includes predictive analytics, automation, recommendation systems, and decision intelligence. Generative AI is often a component within larger applied AI solutions.

What are common use cases of Applied AI in businesses?

Applied AI is used across industries for customer support automation, fraud detection, predictive maintenance, personalized recommendations, document processing, and workflow optimization. The exact use case depends on your business goals and data maturity.

How do I know if my business is ready for Applied AI?

If you have access to structured or unstructured data, repetitive workflows, or decision-making processes that can be optimized, you are likely ready. Even businesses at an early stage can start with focused use cases and scale gradually.

What are the key benefits of Applied AI for enterprises?

Applied AI helps improve efficiency, reduce operational costs, enhance decision-making, and deliver better customer experiences. It also enables businesses to scale operations without proportionally increasing resources.

How much does it cost to build an Applied AI solution?

Costs depend on factors like data availability, model complexity, integrations, and infrastructure. Many businesses start with a pilot project to validate ROI before scaling.

Do I need large amounts of data to get started with Applied AI?

Not necessarily. While high-quality data helps, many AI solutions can start with limited datasets and improve over time. We also help with data preparation and strategy to maximize results.

How do you ensure the accuracy and reliability of AI models?

We use a combination of high-quality data pipelines, model evaluation techniques, and continuous monitoring to ensure consistent performance. Models are tested, refined, and optimized based on real-world usage.

Is Applied AI secure and compliant with regulations?

Yes. We implement strict data security measures, access controls, and compliance frameworks aligned with standards like GDPR. Your data remains protected throughout the AI lifecycle.

Why choose TOPS for Applied AI services?

We focus on delivering practical, business-ready AI solutions rather than experimental models. Our team combines deep technical expertise with a strong understanding of real-world use cases, ensuring every solution is aligned with your goals. From identifying the right opportunities to deployment and optimization, we act as a long-term partner focused on measurable outcomes.