AI Agent Development Company
We develop intelligent AI agents using premier tools like AutoGen Studio and Crew AI. Leveraging the capabilities of LLMs and an extensive skills library, our AI agents can perform diverse tasks around research, analysis, code generation, reviews, audits, online discovery, and segmentation.
AI Developers
Software Products Delivered
AI Solutions
Total Years of Experience
AI Agent Development Services We Offer
AI Agent Strategy Consulting
From evaluating your current setup to identifying AI agent implementation opportunities, we provide tailored consulting for successful collaboration. Our AI agent consulting encompasses determining the ideal AI agent type for your needs, selecting the appropriate LLM, defining the necessary tech stack, assessing integration options, and more.
Custom AI Agent Development
Leveraging advanced tools like AutoGen Studio and Crew AI, we craft custom AI agents tailored to your unique business needs. Whether you need virtual assistance, task automation, or decision-making support, our team creates AI agents that are not only tailored to your current needs but are also flexible enough to adapt to future changes in your business landscape.
AI Agent Integration
Whether you prefer single-agent or multi-agent systems, we ensure your solution’s seamless integration into your workflows. Using advanced techniques in API architecture, microservices, and containerization, we streamline data flow, reduce latency, and foster smooth collaboration between AI agents and your current systems, establishing an efficient workflow.
Continuous Improvement and Maintenance
We focus on continuous improvement and maintenance, ensuring the AI agent continuously iterates and maintains the agent workflow. Our developers engage in regular model fine-tuning and performance monitoring to keep the AI solution at its peak efficiency. This approach guarantees that your business benefits from consistently optimized and up-to-date AI capabilities.
AI Agents We Develop
Task Automation Agents
Enhance operational efficiency by deploying AI agents specifically designed for task automation. We design conversable multi-agents that seamlessly engage in inter-agent conversations to automate repetitive tasks, streamline workflows, and enhance operational efficiency.
Problem-solving Agents
Role-based agent design built using tools like Crew AI facilitates solving complex problems by assigning specific roles, tasks, and tools to each AI worker. This methodical approach maximizes individual expertise utilization, boosts problem-solving efficiency, and fosters smooth collaboration among agents.
Multi-agent Systems
Utilizing AI agent development tools like Autogen Studio, we create multi-agent systems capable of collaborating, learning, and adapting. With such tools, we effortlessly define agent properties and workflows, create chat sessions, interact with agents, and expand their skills, paving the way for dynamic collaboration across various domains.
Agents for Industry-specific Use Cases
Our developers customize AI agents by defining roles, goals, and backstories and equipping them with specialized tools for industry-specific use cases. This approach yields invaluable assets for applications like healthcare diagnostics, financial analysis and manufacturing process optimization.
Unleash Potential with AI Agent Solutions
Transform your business with tailored AI Agent development from LeewayHertz. Our experts craft intelligent solutions that enhance efficiency, automate tasks, and elevate user experiences. Ready to elevate your projects? Let’s talk.
What Can Our Digital AI Agents Do?
Deliver Automated Customer Support
Leverage our AI agents to deliver automated customer support. Our systems are capable of handling inquiries, troubleshooting, and providing personalized assistance 24/7. Integrated with NLP capabilities, these conversable agents ensure efficient and responsive customer service interactions, enhancing user satisfaction and loyalty.
Offer Personalized Recommendations
We build robust AI agents that can offer personalized recommendations based on a user’s preferences and behavior. By analyzing user interactions, preferences, feedback, and historical data, these adaptive learning agents suggest relevant content, products, or services to users, driving engagement and conversion rates.
Business Analysis and Decision-making
We build AI agents that can analyze vast datasets, revealing trends, forecasting market dynamics, and offering crucial insights to stakeholders. These agents help businesses orchestrate intricate analyses, streamline reporting, and enhance strategic decision-making.
Segmentation and Targeting
We create multi-agent systems specializing in segmentation and targeting to optimize marketing strategies and campaign effectiveness. By clustering users based on demographics, behavior, and preferences, these agents identify target segments and tailor marketing messages accordingly.
Code Generation and Verification
We develop digital AI agents proficient in code generation and automation to streamline software development processes. Leveraging LLMs and code generation techniques, these agents assist developers in writing code snippets, verifying code for accuracy, debugging and optimizing algorithms, ultimately enhancing productivity and code quality.
Audits and Reviews
Our AI agents leverage NLU and sentiment analysis to enhance quality control and compliance by evaluating documents and reports and identifying errors, inconsistencies, and compliance issues within them. Equipped with adaptive learning, they help organizations improve review processes, minimize risks, and ensure regulatory compliance across industries.
What Sets Our AI Agents Apart?
Autonomous Decision-making
Equipped with self-prompting capabilities, our AI agents can initiate actions and make decisions autonomously. Powered by advanced algorithms and machine learning models, our agents are capable of analyzing complex data sets, extracting insights, and taking proactive measures to achieve desired outcomes.
Skills Library Integration
With an extensive skills library, the AI agents we develop can perform a wide variety of tasks with precision and efficiency. These skills developed using Python codes allow our AI agents to be smarter, highly knowledgeable and capable, enabling them to access information outside of their training knowledge to address tasks.
Multimodal Interaction
Utilizing AutoGen’s Multimodal Conversable Agent and LLaVA Agent, we equip our agents with the ability to process multi-sensory data, enabling them to process various input types, including text, speech, and images. This enhances user experience and allows agents to adapt effectively to diverse communication channels and user preferences.
Defined Multi-agent Workflow
AI agent development tools streamline the process of specifying the agent’s purpose, defining its properties, and orchestrating complex workflows, facilitating efficient collaboration and seamless interaction between multiple agents. Our AI agents with different workflow architectures, including two-agent, hierarchical, non-hierarchical, and sequential, effectively address a multitude of use cases.
Customizable Conversation Patterns
Leveraging advanced tools and techniques, our developers build AI agents that offer a range of conversation patterns tailored to your specific needs. Our agents seamlessly communicate and collaborate with each other, harnessing the power of LLMs, human inputs, and tools to autonomously perform tasks or solicit human feedback, thereby enhancing operational efficiency.
Enhanced LLM Inference
We maximize the utility of LLMs like GPT-4, Gemini and Mistral AI by offering enhanced inference capabilities, including caching, error handling, multi-config inference, and templating, ensuring optimal performance and overcoming model weaknesses.
AI Models We Have Expertise In
Our AI Development Technology Stack
Frameworks
Programming Languages
ML Frameworks
Frontend
Backend
Cloud Providers
Alliances & Partners
We strategically collaborate with a diverse ecosystem of partners and platforms, ensuring unparalleled flexibility and swift outcomes while maintaining quality and excellence.
Our Artificial Intelligence Portfolio
AI-powered App
LLM-powered Application for Safer Machinery Troubleshooting
LeewayHertz collaborated with a top-tier Fortune 500 manufacturing company to develop an innovative LLM-powered machinery troubleshooting application. This innovative solution streamlines machinery maintenance, elevates safety protocol adherence and mitigates operational risks of the firm. By seamlessly integrating static machinery data and dynamic safety policies, the application provides quick access to relevant information for troubleshooting issues while also enhancing safety with clear and detailed instructions on equipment handling.
Generative AI Application
LLM-powered App for Compliance and Security Access
LeewayHertz has partnered with Scrut to engineer an LLM-powered app designed to streamline access to compliance benchmarks, frameworks, and audit-relevant data for Scrut's clientele. Drawing on Scrut's proprietary data, our team utilized advanced embedding and prompt engineering techniques to seamlessly incorporate an LLM, yielding rapid query responses and upgraded user experiences. This initiative has equipped Scrut's clients with a robust tool, fostering informed decision-making and providing clear insight into industry benchmarks as well as Scrut’s risk monitoring and mitigation strategies and services.
Data Analysis
Geospatial Data Analysis
A US-based geospatial intelligence and analytics firm sought LeewayHertz’s expertise to tackle a complex dataset with limited identifiers, aiming to derive valuable insights, identify patterns, spot unusual movements, and ensure data security. Our solution involved deploying a sophisticated data analysis pipeline, encompassing timestamp conversion, geocoding for contextual enrichment, clustering for pattern recognition, correlation analysis, and anomaly detection. Beyond unveiling intricate location-based patterns, our approach prioritized robust data security, resulting in the delivery of actionable intelligence that precisely met our client's objectives.
Generative AI Solution
GenAI-based Clinical Decision Support System
A GenAI-based clinical decision support system tailored for an esteemed healthcare organization that analyzes diverse patient data using advanced algorithms and NLP to provide healthcare professionals with swift and accurate disease diagnoses. The platform’s user-friendly interface optimizes the diagnostic workflow, offering evidence-driven insights and comprehensive reports that include discussions, testing guidance, therapy recommendations, specialist referrals, and patient education. This solution ultimately elevates patient care through the seamless integration of generative AI, fostering efficiency, precision, and innovation in healthcare delivery.
Big Brands Trust Us
As Mentioned in
Our Engagement Models
Dedicated Development Team
Our developers leverage cutting-edge cognitive technologies to deliver high-quality services and tailored solutions to our clients.
Team Extension
Our team extension model is designed to assist clients seeking to expand their teams with the precise expertise needed for their projects.
Project-based Model
Our project-oriented approach, supported by our team of software development specialists, is dedicated to fostering client collaboration and achieving specific project objectives.
Get Started Today
1. Contact Us
Fill out the contact form protected by NDA, book a calendar and schedule a Zoom Meeting with our experts.
2. Get a Consultation
Get on a call with our team to know the feasibility of your project idea.
3. Get a Cost Estimate
Based on the project requirements, we share a project proposal with budget and timeline estimates.
4. Project Kickoff
Once the project is signed, we bring together a team from a range of disciplines to kick start your project.
Start a conversation by filling the form
Once you let us know your requirement, our technical expert will schedule a call and discuss your idea in detail post sign of an NDA.
All information will be kept confidential.
All information will be kept confidential.
FAQs
How can AI agents benefit my business?
AI-powered digital agents, such as GPT agents and AutoGPT, bring significant advantages to your business by automating tasks, improving decision-making processes, enhancing user experiences, solving complex problems and optimizing overall operational efficiency. They are tailored to address specific challenges in your industry, providing intelligent solutions.
How do you engineer intelligent agents similar to AutoGPT?
Our process involves utilizing premier tools like AutoGen Studio and Crew AI to develop AI agents with capabilities similar to AutoGPT. These agents, with self-prompting capabilities and unparalleled adaptability, utilize advanced algorithms to analyze complex data sets, extract insights, and autonomously initiate actions to achieve given objectives.
What capabilities do the AI agents developed by your team possess?
The AI agents we develop cater to the unique business needs of each client. Our AI agents are versatile and perform various tasks across different domains, including research, business analysis, code generation, reviews, audits, online discovery, and segmentation. Leveraging extensive skills libraries built with Python, our agents can access information outside of their training knowledge and execute tasks with precision and efficiency.
Do I need technical expertise to implement AI agents in my business?
No, you don’t! Our team of experienced consultants is here to guide you through the process. Our AI agent consultation and strategy services offer insights into use case identification, the apt LLM selection, ethical AI practices and more. We tailor strategies for successful AI implementation, ensuring you make informed decisions. We also integrate the AI agents we build into clients’ existing workflows to enhance their operational efficiency.
How do you ensure the security and integrity of AI agents?
Our AI agents are equipped with robust security protocols and mechanisms to protect against cyber threats and ensure data integrity and confidentiality. Through continuous monitoring and mitigation of potential attacks, our agents safeguard critical assets and infrastructure.
How can I engage LeewayHetz for AI agent development services?
Getting started is easy. Reach out to us through our contact form, and our team will swiftly connect with you to discuss your specific needs. Whether you are exploring virtual assistants, task automation, or decision-making support, we are here to empower your business with tailored AI solutions.
How do you ensure the quality and performance of your AI agents?
We follow best practices in AI development like data preparation, model training, evaluation, and testing. Our quality assurance processes involve techniques like unit testing, integration testing, user acceptance testing, and performance benchmarking to deliver robust and reliable AI agents.
Explore Our Services
Insights
Generative AI in asset management: Redefining decision-making in finance
Generative AI is reshaping asset management by incorporating advanced predictive capabilities, fundamentally altering decision-making in finance for more informed investments.
Redefining logistics: The impact of generative AI in supply chains
Incorporating generative AI promises to be a game-changer for supply chain management, propelling it into an era of unprecedented innovation.
From diagnosis to treatment: Exploring the applications of generative AI in healthcare
Generative AI in healthcare refers to the application of generative AI techniques and models in various aspects of the healthcare industry.
