Agentic AI Services

TOPS Infosolutions delivers a range of custom AI agent development services. Be it RAG-powered agents, multi-agent systems, or enterprise integration, we help businesses turn AI from a conversational interface into intelligent systems that can execute tasks by understanding goals and making decisions with appropriate human oversight.

Trusted by Clients Across the Globe

What is Agentic AI?

Agentic AI is an extension of generative AI where instead of just understanding and producing content, it brings these capabilities together to create adaptive and goal-driven workflows. While traditional automation works through predefined rules, agentic AI can respond and act on these rules too.

It can handle complex, multi-step workflows with greater autonomy and minimal supervision. Think of an AI agent as a smart digital teammate that resides in your system, automates repetitive tasks by itself, and does the heavy lifting so that you can focus on innovation.

Our Agentic AI Services

Every business is at a different stage of its AI journey. The services are curated to meet you where you are, whether you’re exploring possibilities, building custom agents, or integrating AI into your existing workflows.
Agentic AI consultation

Agentic AI consultation

Not sure where to begin? An AI consultation is your first step towards AI transformation. We assess opportunities for automation and evaluate your systems’ readiness in terms of data quality, security, and workflows to craft a clear AI adoption roadmap along with a prioritized list of use cases. At the end of it, you’ll know exactly where agentic AI can make the most impact.
Custom AI agent development Services

Custom AI agent development Services

Seeking an AI agent service that perfectly fits your business? Our custom AI agent development services deliver autonomous, context-aware agents. Our Claude-certified engineers build agents suited to your business requirements. Be it for customer support, internal automation, or cross-department collaboration, we deliver end-to-end development that matches your unique workflows.
AI-agent integration

AI-agent integration

Bringing it all together is key. We seamlessly connect AI agents into your CRMs, ERPs, communication platforms, and custom apps. This way, agents can access, process, and update information in real time and work in sync with your existing tools to automate workflows. From triggering tasks and sending notifications to collaborating across systems, your AI agents operate with full security and compliance at every step.
Conversational AI development

Conversational AI development

Conversations are the heart of customer and employee engagement. We build chat and voice agents that understand intent, context, and history to deliver meaningful, human-like interactions. These agents connect with your CRMs, helpdesks, and knowledge bases so they don’t just respond, but act. They ensure every interaction is fast, accurate, and personalized, regardless of whether it’s a support query or guided onboarding.
RAG-powered AI agents

RAG-powered AI agents

Looking to build agents with point-on information? Accuracy matters when decisions depend on data. Our retrieval-augmented agents combine LLM intelligence with real-time access to your documents, databases & APIs. This way, they provide answers that are grounded in your latest policies, product catalogs, or reports. By reducing hallucinations & adding citations, these agents deliver responses you can trust, every time.
Agent fine-tuning & optimization

Agent fine-tuning & optimization

Building an agent is just the beginning. Making it better is where the value grows. We fine-tune agents using your business-specific data, feedback loops, and performance benchmarks. From improving accuracy and response time to reducing costs through optimization, we ensure your agents evolve alongside your needs. The result: smarter, faster, and more reliable AI performance.

Why Agentic AI matters?

Agentic AI doesn’t just listen but also executes. Autonomous agents reason through tasks, use the right tools, and carry out multi-step workflows with minimal human input.
01

Autonomous Workflow Execution

Agents help automate multi-step tasks end-to-end, from querying databases to drafting responses and updating records. It closes the gap between answers and outcomes.

02

Higher Operational Efficiency

Repetitive, rule-heavy work gets automated across departments. Employees spend their time on strategy and decision-making instead of routine coordination.

03

Faster, Data-Driven Decisions

Agents pull information from multiple systems, analyze it in real time, and surface clear recommendations. Decisions move faster and rest on current data instead of reports that are fetched manually.

04

Reduced Operational Costs

As agents take on more of the day-to-day tasks, the costs naturally fall. It saves the cost on rework and delays through automating complex workflows.

05

Scalability Without Added Headcount

Agents handle growing volumes of requests, transactions, and tasks without a matching increase in staff. Operations scale smoothly during peak demand and long-term growth.

06

Seamless Integration With Existing Systems

Agents connect to your CRM, ERP, databases, and APIs, so they work inside the tools your teams already use. Adoption stays smooth, with no disruptive system overhaul.

Agentic AI Development Process

Building an AI agent takes more than a prompt and framework. Our five-step enterprise process for every AI agent development service ensures every agent is scoped, built, and optimized around real workflows.

Tops hexgon icons

Defining Strategy & Scope

We work with your internal team to assess use cases and define clear boundaries for what the agent should handle. This phase sets success metrics and scope before any technical work begins.

Deciding the Right Framework

Our engineers assess the models, tools, and orchestration approaches suited to each use case, drawing on their technical expertise, including Claude certifications held by members of our engineering team. This ensures the foundation supports your specific automation needs instead of a generic template.

Assigning a Team of Experts

We have a dedicated team of AI engineers with domain and integration expertise that are assigned to your project. This ensures the agent is built by people who understand both the technology and your business context.

Developing an Agentic AI Solution

We build the agents with autonomous reasoning, tool selection, and multi-step task execution capabilities. Development follows iterative cycles, testing the agent against real scenarios to refine decision-making accuracy.

Deployment & Optimization

The agent is deployed into your existing workflows with continuous monitoring in place. Ongoing optimization keeps performance accurate and reliable as usage scales and business needs evolve.

Let’s build a future for your business with Agentic AI

Partner with us to design intelligent agents that grow with your business, delivering efficiency and value at every step.

hire developer
hire developer

Building an Array of Result-driven AI Agents

Choose from different types of agents – from ones that react instantly to those that learn and plan over time. Each type serves a different purpose.

Simple-reflex agents

This agent operates on rule-based logic, responding instantly to specific inputs with pre-programmed actions. They’re ideal if you’re looking for speed and reliability over complexity, especially for tasks like data sorting or repetitive system responses.

Model-based agents

For processes that need better context awareness, like supply chain monitoring or adaptive interactions, we offer model-based agents with a dynamic internal model. These agents can make real-time decisions based on inputs and stored knowledge.

Learning agents

Designed to evolve, these agents improve through experience. We build learning agents using reinforcement learning or fine-tuning for applications like personalization or user behavior analysis.

Goal-based agents

When you’re focused on the outcomes rather than just processes, goal-based agents are ideal. These agents act with specific outcomes in mind. We align them with your objectives, like automating onboarding flows or managing SLA-driven tasks.

Utility-based agents

Built to evaluate and choose the best possible actions, utility-based agents are perfect for resource allocation, lead prioritization, and process optimization. They can manage multi-tier workflows based on your business objectives.

Multi-agents

Some challenges need more than one brain. Using Python’s LangChain, we implement teams of agents for different tasks. They collaborate to share data and divide responsibilities like research, data collection, customer support, and compensate for each other whenever needed.

Agentic AI Solutions Across Industries

Every industry has repetitive, multi-step workflows that drain time and resources. As a provider of agentic AI software development services, our approach deploys autonomous agents that reason through tasks, call the right tools, and execute multi-step workflows specific to each sector's operations.

Technology Expertise

Seamlessly combining automation, decision-making, and execution into one powerful AI ecosystem

LangChain
LangChain
n8n
n8n
Flowise
Flowise
crewai
CrewAI
autogen
Autogen
mirascope
Mirascope
Pydantic AI
Pydantic AI
langsmith
LangSmith
gpt-4-1
GPT-4/GPT-4o/GPT-4o-mini
Claude
Claude
Gemini
Gemini
Mistral
Mistral/Mixtral
qdrant
Qdrant
langgraph
pgvector
Rest api
REST
Graphql
GraphQL
Webhook
Webhooks
Slack
Slack
Gmail
Gmail
notion
Notion
CRMS
CRMs
Browser
Browser
DB Query
DB Query
File io
File I/O
aws-s3
AWS S3
aws lambda
AWS Lambda/Bedrock
langsmith
LangSmith
langfuse
Langfuse
Prompt Layer
PromptLayer
Ragas
RAGAS
Presidio
Presidio

Why Choose TOPS for Agentic AI Development?

Building an AI agent is more than connecting an LLM to an API. Production-ready agentic systems require thoughtful architecture, reliable data, secure integrations, evaluation, and continuous optimization. As a full-spectrum agentic AI services provider, we handle every stage of that complexity.
End-to-End Agentic AI Expertise

End-to-End Agentic AI Expertise

As an agentic AI development company, we support the complete AI agent lifecycle, from consulting to development and optimization. TOPS Infosolutions is Certified in the Claude Partner Network, with engineers who hold Claude certifications, adding to the technical expertise behind our AI development services.
Custom-Built for Your Business

Custom-Built for Your Business

We invest in understanding your workflows and business processes. Instead of a one-size-fits-all approach, our custom agentic AI development services build solutions around your workflows, business rules, data, systems, users, and objectives. Each agent is scoped to a defined outcome, so it fits how your teams already work.
Enterprise Integration

Enterprise Integration

Connect AI agents with any tool of your choice. Be it your existing CRM, ERP, databases, APIs, cloud infrastructure, knowledge bases, or business applications, our enterprise AI agent development services integrate AI into the systems already in place. Agents can read from and update these systems in real time.
Security & Governance

Security & Governance

We build and design permissions, access controls, monitoring, guardrails, auditability, and human oversight into agentic workflows. Agents only reach the data and actions they are authorized for, and every step is logged for review. Sensitive decisions can be routed to a person for approval before anything is executed.

Client Testimonial

Real Words, Real Success

View All Reviews
Dealing with TOPS Infosolutions has been a pleasure. They are quick to respond and act on all our requests and have always met any deadlines we have had. Would absolutely recommend there services to anyone.

Neisha Rushton
I have been working with TOPS for nearly six years. My number one go to people for creating and maintaining my own creative projects.

Ian Jones
I sincerely thanks TOPS and the team for the wonderful application they have developed for me. I will be keeping in touch with them to do more projects in the future.

Brett Susan
The team of TOPS, is very responsive and cooperative. I am always willing to work for last minute changes.

Bo H
Always accommodating to my concerns and needs. Positive and responsive to my ideas. Responsible in getting every task done.

CaterLocator
This project has been a moving target due my client’s demands. TOPS has been flexible and consistent on their delivery of an excellent solution. Thanks!

Michael
If you need a custom software solution for your business look no further than TOPS. If you have idea, they strive to implement it. It is always challenge to go from raw product to baked solution, but TOPS made it easier. I have dealt with many developers and have had several custom software programs developed, but I must say that TOPS clearly sits at the Top.

Wilton Taylor
We have worked with TOPS for almost 1.5 years straight and we do not see any end to the relationship. If you need any project at a fair price and good support after completion, then look no further and contact team of TOPS.

Shawn Sommer
Even though it took longer than expected, they were great with communication which I thinks is #1 for our company.

Sean

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.

Agentic AI refers to AI systems that can independently plan, make decisions, and execute tasks to achieve a goal. Unlike traditional AI, which responds to prompts, agentic systems can take actions, interact with tools, and complete multi-step workflows with minimal human input.

Generative AI focuses on creating content like text or images, while Agentic AI goes a step further by taking action. It can analyze situations, decide what needs to be done, and execute tasks across systems, making it more suitable for automation and business workflows.

AI agents are autonomous systems that break down goals into tasks, use available tools or data, and continuously adapt based on results. They can operate individually or as part of a multi-agent system where different agents handle specialized tasks.

Agentic AI helps reduce manual effort, improve decision-making speed, and automate complex workflows. Businesses can operate more efficiently, respond faster to changes, and scale processes without increasing team size.

Agentic AI is widely used for customer support automation, IT operations, sales workflows, research automation, and enterprise knowledge management. It can handle tasks like resolving tickets, managing workflows, and coordinating across systems in real time.

Control is achieved through guardrails, monitoring, human-in-the-loop mechanisms, and predefined workflows. Modern systems also provide logs and traceability so every action taken by an agent can be reviewed and audited.

Simple agent workflows can be deployed within a few weeks, while enterprise-grade multi-agent systems may take a few months, depending on complexity, integrations, and scale.

TOPS focuses on building practical, outcome-driven Agentic AI solutions that go beyond prototypes. We help you identify high-impact workflows, design intelligent agents, and integrate them seamlessly into your systems. With a strong focus on control, scalability, and measurable results, we ensure your AI investment delivers real business value.

Get in Touch

Our Offices

USA
5002 Spring Crest Terrace, Fremont, CA 94536, USA
USA : +1 408-400-3737
India
G Block, Mondeal Retail Park, Near Iscon Mega Mall, Sarkhej-Gandhinagar Highway, Ahmedabad, Gujarat – 380054
India : +91-7575000269