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Agentic AI
Development
Services

Build autonomous and goal-driven systems with agentic AI. We create systems that reason, use tools, and handle multi-step workflows, allowing you to move beyond automation to a full-fledged AI transformation.

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Microsoft Solutions Partner Digital & App Innovation

Digital & App Innovation

Leobit recognized as Clutch Top Azure Company 2024

Top Azure Company

Leobit recognized as Clutch Top Cloud Consulting Company 2024

Top Cloud Consulting Company

40+

Azure and AWS certified specialists

ISO 9001

ISO 9001:2015

ISO 27001

ISO 27001:2022

Silver Stevie 2025

Silver Stevie Award 2025

Clutch Top .NET Development Companies 2024

Top 1000 Companies 2025

Clutch Top .NET Development Companies 2024

Top .NET Developer 2025

Best PropTech company of the Year

Global Business Tech Awards

Netty Awards winner

Apps & Software

Digital & App Innovation

Digital & App Innovation

ISTQB Gold partner

Platinum Partner

When Agentic AI Is the Right Choice​

When agentic AI is the right choice abstract model

Agentic AI can independently analyze the environment or inputs, develop autonomous reasoning, take action on its own, and proactively adapt to the changing conditions to achieve your business goals. ​

​We recommend Agentic AI when your project requires:​

  • Intelligent workflow orchestration​
  • Adaptive multi-step decision-making​
  • Autonomous task execution with APIs​
  • AI-driven engagement that scales​

​Combined with LLMs, RAG pipelines, and enterprise APIs, agentic AI sets the foundation for an intelligent operations layer that continuously learns and delivers results.

AI Solutions We Provide​

Custom AI Agent Development icon

Custom AI Agent Development

Dedicated AI Developers & Teams icon

Dedicated AI Developers & Teams

Multi-Agent System Architecture icon

Multi-Agent System Architecture

RAG Pipeline Integration icon

RAG Pipeline Integration

Knowledge Base Integration icon

Knowledge Base Integration

Autonomous Workflow Automation icon

Autonomous Workflow Automation

LLM Integration  icon

LLM Integration

Prompt Engineering icon

Prompt Engineering

AI Workflow Audit & Optimization  icon

AI Workflow Audit & Optimization

AI Workflow Reengineering icon

AI Workflow Reengineering

AI Model Tuning & Support icon

AI Model Tuning & Support

Key Benefits of Agentic AI

Agentic AI doesn’t just respond. It plans, executes, and adapts. We build systems that work autonomously so your team can focus on what matters.

Autonomous Decision-Making icon

Autonomous Decision-Making

Adaptive Multi-Step Reasoning icon

Adaptive Multi-Step Reasoning

Scalable Workflow Orchestration icon

Scalable Workflow Orchestration

Multi-Agent Coordination icon

Multi-Agent Coordination

Continuous Learning & Retention icon

Continuous Learning & Retention

RAG-Powered Intelligence icon

RAG-Powered Intelligence

Feedback-Loop Self-Improvement icon

Feedback-Loop Self-Improvement

Seamless API Integration icon

Seamless API Integration

Real-Time Data Processing icon

Real-Time Data Processing

Agentic AI Stack
We Cover

Agent frameworks​ abstract icon

Agent Frameworks

  • LangChain​
  • LangGraph​
  • CrewAI​
  • AutoGen (Microsoft)​
  • Semantic Kernel​
  • Haystack​
  • SuperAGI​
  • smolagents​
  • OpenAI Agents SDK​
  • MetaGPT
LLM abstract icon

Foundation Models (LLMs)

  • OpenAI GPT​
  • Anthropic Claude​
  • Google Gemini​
  • Grok​
  • Meta Llama​
  • Mistral​
  • DeepSeek
RAG & knowledge layer abstract icon

RAG & Knowledge Layer

  • LlamaIndex, Haystack​
  • Vector DBs: Pinecone, Weaviate, ChromaDB​
  • Embeddings: OpenAI, Cohere​
  • Agentic RAG, Hybrid Search
Multi-agent orchestration abstract icon

Multi-Agent Orchestration

  • MCP Protocol​
  • Agent-to-Agent Comms​
  • Workflow Orchestration​
  • n8n, Zapier AI​
  • Copilot Studio​
  • ServiceNow AI Agents
Observability & safety abstract icon

Observability & Safety

  • Guardrails AI, NeMo Guardrails​
  • Human-in-the-Loop Workflows​
  • Prompt Monitoring, Red Teaming​
  • LangSmith, Weights & Biases

Azure AI Services We Integrate

  • Microsoft Azure provides a full suite of managed AI services, covering cognitive APIs, machine learning, and advanced conversational AI tools.​
  • These services provide features for speech recognition, natural language processing, computer vision, anomaly detection, and predictive modelling.​
  • Each service can be used independently or combined with other Azure components to build tailored AI solutions for document processing, intelligent search, sentiment analysis, recommendation engines, conversational interfaces, and many more.

cognitive services

Azure Cognitive Services

 

Vision, speech, and language capabilities available as ready-to-use APIs​

machine learning

Azure Machine Learning

 

End-to-end development, training, and deployment of ML models​

open ai

Azure OpenAI

Service

 

​Access to production-grade language models, such as GPT-4​

azure bot services

Azure Bot

Service

 

Development and management of intelligent conversational agents​

azure synapse analytics

Azure Synapse Analytics

 

Advanced features for big data processing and data warehousing​

azure databricks

Azure

Databricks

 

Collaborative analytics environment built on Apache Spark​

azure conitive search

Azure Cognitive

Search

 

AI-powered search with semantic understanding and vector capabilities​

metrics advisor

Azure Metrics

Advisor

 

Automated anomaly monitoring and root-cause diagnostics for time-series data​

anomaly detector

Azure Anomaly Detector

 

Detection of irregularities in time-series data without manual threshold-setting

video analyzer

Azure Video

Analyzer

 

Extraction of structured, AI-generated insights from video content

azure percept

Azure

Percept

 

Rapid deployment of AI models to edge devices​

Applying Agentic AI
Across Key Industries

supply chain abstract icon

Logistics & Supply Chain

Optimize routes autonomously, forecast demand, and track shipments in real time.

Fintech abstract icon

Finance & FinTech

Detect fraud, automate trading, assess risk, and ensure regulatory compliance.

real estate management abstract icon

Real Estate & PropTech

Automate property valuation, analyze markets, and streamline tenant management.

healthcare abstract image

Healthcare

Accelerate medical coding, schedule appointments, and support clinical decisions.

Legaltech icon

LegalTech

Review contracts, analyze case law, draft documents, and monitor compliance.

Online insurance abstract icon

Insurance & InsurTech

Process claims, automate underwriting, detect fraud, and manage policies.

manufacturing abstract icon

Manufacturing & Industrial IoT

Predict maintenance needs, control quality, and optimize production schedules.

Agentic AI solutions we have developed

All cases

.case studies

AI LLM case study preview
Google Apps Script
OpenAI GPT
Google Gemini
Azure OpenAI Service
C#
Angular
.NET Core

AI/LLM Sales Email Auto-Response Solution

The AI Sales Email Auto-Response Solution, or “Leo — Leobit AI,” automates responding to incoming sales emails and website form submissions using GPT technology. It filters and scores leads before generating accurate and personalized responses within minutes, freeing time for sales representatives and ensuring prompt engagement with potential clients.

case study
AI LLM case study preview

AI/LLM Sales Email Auto-Response Solution

hero image
.NET
Selenium WebDriver
Azure Open AI
Google Spreadsheet

Leona — AI RFP scoring, proposal generation & bidding solution

case study
hero image

Leona — AI RFP scoring, proposal generation & bidding solution

hero image for Intelligent shipping orchestration platform
Python
.NET
Azure
React
PostgreSQL
Docker
Kubernetes
OpenAI GPT
LangChain (RAG)
REST & GraphQL APIs
Twilio (SMS notifications)

Intelligent Shipping Orchestration Platform

case study
hero image for Intelligent shipping orchestration platform

Intelligent Shipping Orchestration Platform

Hero Image for Software Calculator
.NET
Angular
Azure Open AI Services
Azure

Software Development Cost Calculator

case study
Hero Image for Software Calculator

Software Development Cost Calculator

Hero image for AI powered HR assistant
.NET
C#
Azure
Azure Functions
Azure Blob Storage
Azure Open AI
Google Drive API
Slack API
MCP

Leonardo: Leobit’s AI-Powered HR Assistant

case study
Hero image for AI powered HR assistant

Leonardo: Leobit’s AI-Powered HR Assistant

AI LLM case study preview
Google Apps Script
OpenAI GPT
Google Gemini
Azure OpenAI Service
C#
Angular
.NET Core

AI/LLM Sales Email Auto-Response Solution

case study
hero image
.NET
Selenium WebDriver
Azure Open AI
Google Spreadsheet

Leona — AI RFP scoring, proposal generation & bidding solution

case study
hero image for Intelligent shipping orchestration platform
Python
.NET
Azure
React
PostgreSQL
Docker
Kubernetes
OpenAI GPT
LangChain (RAG)
REST & GraphQL APIs
Twilio (SMS notifications)

Intelligent Shipping Orchestration Platform

case study
Hero Image for Software Calculator
.NET
Angular
Azure Open AI Services
Azure

Software Development Cost Calculator

case study
Hero image for AI powered HR assistant
.NET
C#
Azure
Azure Functions
Azure Blob Storage
Azure Open AI
Google Drive API
Slack API
MCP

Leonardo: Leobit’s AI-Powered HR Assistant

case study

Why Choose Leobit for Agentic AI Development

Leobit Team
  • Over 40 Agentic AI projects delivered for industries like fintech, insurtech, proptech, and legaltech​.
  • 6+ years of experience with AI solutions​.
  • Microsoft Solutions Partner for Digital & App Innovation and Data & AI , ISO 9001:2015 & ISO 27001:2022 certified, ISTQB Gold Partner.
  • Compliant with HIPAA, GDPR, CCPA, and OWASP.​
  • Global Tech Award 2025 winner for AI Excellence with Corporate LLM Innovation​.
  • Silver Stevie Award 2024/2025 winner.​
  • Recognized among Clutch’s Top 1000 Companies​.
  • Company with an internal Center of Excellence.

FAQ

Traditional automation follows predefined scripts and fails outside expected scenarios. Meanwhile, agentic AI combines reasoning, context awareness, and tool use, which allows such systems to: ​

  • Adapt to new inputs​
  • Make multi-step decisions​
  • Coordinate across systems​
  • Handle semi-structured or unstructured data

Simple and straightforward workflows often don’t require agentic AI and can be handled with regular generative AI solutions or traditional automation tools. To determine whether agentic AI is the right fit for your business needs, we run a discovery phase during which our specialists assess your workflows, data maturity, and goals. Based on these insights, we recommend whether agentic AI development makes sense or if your objectives can be achieved with simpler methods.

Timelines depend on scope and complexity. A proof of concept (PoC) may take 4–8 weeks. Development of a production-ready solution typically takes 2–4 months. Enterprise-scale multi-agent systems may require longer development cycles. We follow an iterative approach, which is based on early validation and gradual expansion.

Costs vary based on factors such as complexity, integrations, infrastructure, and required customization. A small pilot or PoC requires a significantly lower investment than a fully integrated enterprise solution. We provide detailed cost estimates after discovery and technical assessment.

Sure, we design AI agents to integrate with existing enterprise systems, including CRM, ERP, cloud platforms, internal databases, and third-party APIs. We define the Integration strategy during the architecture planning phase.