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AI agent development services

Facing challenges with delays, inefficiencies, or rising costs in logistics and transportation? Streamline your supply chain with AI-driven solutions that optimize routes, automate workflows, and deliver real-time insights for smarter, faster decisions.

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AI agent development services we provide

AI agent consulting

We assess operations to identify AI opportunities and craft automation strategies. From predictive analytics to demand forecasting, we help you implement AI agents that boost efficiency and results.

AI agent development

We create AI-driven logistics and supply chain solutions using agent development tools like AutoGen Studio and CrewAI. Our autonomous agents can get fast container shipping rates, optimize routes, and inventory while improving efficiency and cutting costs.

AI agent integration

We integrate AI agents into logistics and supply chains using APIs, microservices, and containers. Our AI solutions optimize data flow, reduce delays, and enable faster, smarter operational decisions.

Conversational AI agent

Our conversational AI agents improve communication and service by automating shipment tracking, scheduling, and inquiries via voice or text, integrating seamlessly with CRM, TMS, and WMS existing systems.

Behavioral modeling

We build AI agents that simulate behavior and predict logistics outcomes. They forecast demand, optimize routing, and enhance workforce efficiency through real-time behavioral insights and analytics.

AI agent maintenance

We provide ongoing AI system optimization, continuous monitoring, and updates. By fine-tuning machine learning models and integrating fresh data, we ensure your logistics AI stays efficient, reliable, and future-ready.

AI models we have expertise in

GPT-5

Released in August 2025, GPT-5 is OpenAI’s most advanced multimodal model. It excels in reasoning, automation, and data analysis, helping us build scalable AI solutions that enhance efficiency and optimize complex tasks and operations.

GPT-4.1

Launched in April 2025, GPT-4.1 enhances reasoning, coding, and automation performance. We use it for predictive analytics, intelligent agents workflows, and advanced text generation to improve industry accuracy and productivity.

OpenAI O3/O4-mini

O3 and O4-mini are OpenAI’s reasoning-focused models. O3 handles complex logic and multimodal data, while O4-mini delivers faster, cost-efficient performance. We use them to develop adaptive, high-impact AI systems and agents.

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Benefits of our custom AI agent development services

Customer support automation

Our AI-driven NLP solutions instantly handle shipment queries, resolve delivery issues, and provide real-time updates. This automation boosts response speed, enhances customer satisfaction, and reduces team workload across the supply chain.

Supply chain management optimization

AI agents predict demand, optimize inventory, and streamline logistics. They help reduce costs, prevent stockouts, and improve delivery times while strengthening coordination and adaptability for a resilient, efficient supply chain.

Data-driven decision-making support

AI agents process large logistics datasets to reveal insights that guide better decisions. Predictive analytics supports real-time strategy shifts, efficient resource allocation, and improved supply chain performance in competitive markets.

Logistics data analysis enhancement

Our AI solutions analyze logistics data to uncover trends and performance gaps. Insights optimize fleet management, improve delivery routes, and anticipate disruptions, enabling proactive, data-driven operational improvements across logistics.

Fleet and route planning optimization

AI optimizes fleet operations by analyzing traffic, weather, and delivery schedules to determine the best routes. This reduces fuel use, minimizes delays, and improves sustainability while maximizing efficiency in transport networks.

Financial processes automation

AI agents automate invoicing, payment reconciliation, fraud detection, and compliance checks. Automation cuts errors, strengthens cash flow, and ensures adherence to industry rules, improving accuracy and financial performance.

Why choose Adexin for AI agent development

Adexin Tools

We develop our own IP with Adexin Tools, a ready-made codebase that speeds up new projects and reduces software development time by up to 5 times. It includes solutions for data management and outdoor tracking in logistics and transportation.

AI expert group

Our AI expert group connects you with top AI specialists to tackle technical and industry-specific challenges. We provide guidance on AI agent development, automation, and analytics, assembling AI-driven teams to streamline your operations.

Industrial and AI-driven learning

We stay ahead in AI agent development by adopting the latest automation advancements. Our commitment to AI education and innovation ensures clients gain competitive, efficient AI solutions that improve operations across logistics areas.

Effective process

Recognized globally by Clutch in supply chain, logistics, and transportation software, our solutions optimize workflows, predict disruptions, and reduce operational costs, delivering smarter, high-quality, tailored AI solutions that improve business performance.

Scalable AI agents

We create scalable AI software that grows with your business. Our modular, autonomous multi-agent systems allow expansion and new AI integration at minimal cost, offering flexible, future-proof AI solutions for dynamic operations and evolving enterprise needs.

Full-stack software development

Our AI-enhanced full-stack development integrates AI models into web and mobile apps, enabling intelligent agents automation, predictive analytics, and improved UX. This approach accelerates time-to-market while boosting efficiency and enhance customer interactions.

Adjustable AI process

Adexin’s AI agent development adapts to your evolving needs. Our flexible process allows rapid scaling and customization of AI features, ensuring optimized results, innovation, and operational continuity without disrupting your business.

Cloud-based AI solutions

Cloud-based AI solutions from Adexin enhance efficiency, scalability, and automation. Real-time analytics, predictive insights, and automated workflows reduce costs while enabling secure, agile innovation, keeping businesses competitive in a fast-moving digital world.

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The main stages of developing AI agents

An efficient process of AI agent development consists of the following steps:

  • 1

    Understanding needs

    1 week

    This step usually includes a series of meetings between you and our teams to discuss your business needs and pains. Also, we suggest signing an NDA to protect your sensitive information.

  • 2

    Solution and estimation

    1 week

    When requirements are clear enough, our team of experts determines the best suitable solution and provides a rough estimation of required time and resources, based on their extensive experience.

  • 3

    Project planning

    1 week

    When we understand the scope of the project, we will jointly plan the budget, timeline, and team structure. Also, this phase includes drafting an official agreement.

  • 4

    Phase 1.0

    ~3-12 months

    Adexin strongly recommends determining which functions and features of the new AI agent are critical for the business and need to be implemented and tested in the first place. This phase can also be called the MVP phase. Usually, we follow the Kanban methodology during the AI agent development process. This gives the project flexible planning, fast output, clear focus, and transparency during the development cycle. We apply a full-picture reporting approach to make sure all parties are clear about the progress. This approach includes each team member's daily status reports, the whole team's weekly reports, biweekly demos, and monthly invoicing.

  • 5

    Phase 1.0 test

    ~1-2 months

    Getting the initial feedback from real users is very important. Having an MVP helps you to test your assumptions and business model. It allows you to really understand how users use the software, what should be added, and what needs to be fixed in the next development process.

  • 6

    Phase 2.0 and more

    as much as needed

    Congrats, your first test showed that the project is promising and worth expanding. We will be glad to continue working on your project and grow together. The next phases can contain advanced features, additional functions, and logic requested by your users.

Industries we have proven AI agent development expertise

Transportation

AI agent development services improve and expedite the transportation processes, making fewer areas for mistakes and idle. From freight management to autonomous vehicles, AI agents ensure every stage goes as smoothly as possible.

Logistics

In the logistics industry, AI agents are used for route optimization, risk management, virtual assistance, forecasting demand, etc. It allows for building navigation routes, connecting drivers and vehicles, and managing the whole transportation process.

Supply chain

Custom AI agents streamline business processes in this field. It helps manage inventories, connect and support the suppliers, stock and restock warehouses efficiently, and monitor every step in the supply chain.

Software development is our forte

Let Adexin guide your development

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Our work in custom AI agent development

Check out our past AI projects

case: p04.16 6sense innovations: desktop
case: p04.16 6sense innovations: mobile

AI-powered parking management system

Advanced cloud software created to optimize parking operations and recognize license plates using the latest technology. An ecosystem ready to integrate with its own or third-party application and control parking areas in real-time.
Country
Finland
Duration
2021 - ongoing
Service
Consulting & DT
Industry
Transportation
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FAQ

If you have any questions about our development services, please feel free to contact us or schedule a free consultation. We are always ready to answer your questions.

How much does AI agent development cost?

The cost varies based on complexity, features, and customization. Factors like data size, system integration, and maintenance also affect pricing. A proof of concept (POC) typically ranges from $10,000 to $30,000. Adexin is an AI agent development company, and we assess your needs to provide a tailored quote that aligns with your business goals. Contact us for a detailed estimate.

How long does it take to AI agent developing?

Timelines depend on complexity. Adexin is a machine learning and AI agent development company, and our basic development AI agents take a few months, while advanced, tailored AI solutions with integrations require longer. A POC can be ready in weeks to assess feasibility. We collaborate with your team to set realistic schedules, ensuring quality and timely delivery without disrupting operations.

Do you provide support after deployment?

Adexin is an AI agent development company, and we offer ongoing support, including continuous improvement and monitoring, updates, and maintenance to ensure optimal performance. Training is provided so your team can effectively manage AI human agents. Our goal is to keep them aligned with your business needs, delivering long-term value and enhancing operational efficiency.

Can AI agents integrate with existing systems?

Yes, Adexin is a machine learning and AI agent development company, and our developed AI agents integrate seamlessly with ERP, CRM, OMS, and other enterprise software. We customize the process to ensure compatibility and minimal disruption. This enhances efficiency by aligning AI capabilities with your operations, optimizing workflows, and improving overall performance.

How do you ensure data security?

Adexin is an AI agent development company, and we are deploying AI agents that provide strong security measures, including encryption, access controls, and regular audits. Compliance with safeguard sensitive data protection laws and industry best practices ensures your sensitive information remains secure throughout custom AI agent development and deployment, safeguarding your business.

What capabilities do AI agents provide compared to chatbots?

Adexin is a machine learning and AI agent development company, and our chatbots handle simple queries, but AI human agents offer advanced techniques like data analysis, predictions, and task automation workflow. They integrate with existing systems to enhance decision-making, optimize specific business operations, and provide deeper insights, driving greater operational efficiency and growth.

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Our clients say “They delivered exactly what we were looking for and stayed within the budget.” Eli Edri COO at GAMP