AI agents

Custom AI agents development

Mad Devs forges AI agents that adapt to your unique systems, eliminate mundane tasks, and drive unprecedented productivity gains across your organization.

Industries we serve

At Mad Devs, we develop custom AI agents that support businesses in finance, healthcare, eCommerce, and beyond. Our solutions don't just adapt to your business ecosystem; they evolve alongside it, continuously optimizing processes and unlocking new efficiencies.

AI agents for finance

AI agents for finance

Fraud detection, risk assessment, market trend analysis, and automated customer inquiries.
Detect fraudulent transactions, assess risks in real-time, analyze market trends, and handle customer inquiries with automation to improve response times.

AI agents for healthcare

AI agents for healthcare

Fraud detection, risk assessment, market trend analysis, and automated customer inquiries.

AI agents for eCommerce

AI agents for eCommerce

Personalized recommendations, order tracking, and automated support.

AI agents for business operations

AI agents for business operations

Supply chain automation, HR workflows, and operational efficiency.

AI agents for customer support

AI agents for customer support

24/7 chatbots, ticket automation, and intelligent query handling.

AI agents for sales & marketing

AI agents for sales & marketing

Lead qualification, trend analysis, personalized customer engagement and predictive analytics.
Qualify leads, analyze market trends, enable personalized customer interactions, and leverage predictive analytics to optimize marketing strategies and drive conversions.

Future-ready AI agents for your business

Scale confidently with our intelligent AI agents that streamline complex operations while surfacing critical insights exactly when decisions matter most. We build forward-thinking solutions that evolve alongside your business, maximizing your technology ROI throughout every phase of growth.

You face significant challenges with scaling customer service operations, managing complex workflows, and extracting actionable insights from vast amounts of data.

Mad Devs offers:

  • Enterprise organizations AI-powered customer service solutions providing 24/7 intelligent support with 85% faster response times.
  • Enterprise organizations Advanced workflow automation systems, reducing manual tasks and cutting operational costs by 30-50%.
  • Enterprise organizations Custom data analysis platforms that transform research data into actionable insights.
  • Enterprise organizations Seamless integration with existing infrastructure while maintaining consistent service quality.
  • Enterprise organizations Comprehensive analytics dashboards that enhance data-driven decision-making capabilities.
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Key metrics

~60%

time savings on routine tasks

~40%

cost reduction in operational expenses

х3-5

scalability without additional staffing

24/7

AI-powered availability

Expert View: The Impact
of AI Agents

“The best part of our Custom AI Agents? Seeing clients amazed as week-long tasks shrink to just hours. It’s like instantly adding a tireless team of digital workers who tackle the mundane, so your people can focus on creativity and strategy. By deeply understanding your workflows before writing a single line of code, we consistently reduce processing times and cut error rates in half—delivering immediate, measurable impact. And the real magic happens when clients realize our solutions adapt as they grow. That's not just automation—it's acceleration. The most common feedback? We should have done this sooner”.

Roman Panarin
Roman Panarin, Senior ML Engineer

Our AI agents development services

We offer a full range of AI agent development services to help businesses implement and optimize AI-driven automation.

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AI agent strategy consulting

We analyze your business needs, define AI agent use cases, and create a strategic roadmap for seamless implementation.

Custom AI Agent Development

Custom AI agent development

We design and develop AI agents tailored to your workflows, enabling automation, decision-making, and process optimization.

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AI agent integration

Our team ensures smooth integration of AI agents into your existing IT ecosystem, enabling interoperability with your tools and platforms.

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Continuous improvement & maintenance

We provide ongoing support, monitoring, and enhancements to ensure your AI agents operate at peak performance.

Real Case for a Global Client

An international company specializes in providing tender information by collecting data from various sources and publishing it on its platform. Contractors use this platform to find suitable tenders and submit applications.

Data was collected manually by employees, which slowed down the process.

Data was collected manually by employees, which slowed down the process.

Manual processes led to high labor costs and low efficiency.

Manual processes led to high labor costs and low efficiency.

Tender information was updated slowly, causing delays for users.

Tender information was updated slowly, causing delays for users.

Inaccurate or outdated data posed risks for contractors.

Inaccurate or outdated data posed risks for contractors.

Custom AI Agent Solution

Our team is developing specialized ML agents that improve the client's tender collection process:

Intelligent Data Scraping

Custom AI agents autonomously navigate through various tender websites, identifying and extracting relevant information without human intervention.

Advanced Classification System

ML agents automatically categorize tenders by a vast classification system provided by the customer using sophisticated natural language processing.

Rule-Based Processing

Agents apply complex business rules to ensure all tender information meets client-specific standards.

24/7 Operation Cycle

Unlike human encoders, our AI agents work continuously, including overnight, ensuring no tender opportunities are missed.

Self-Learning Capabilities

The system continuously improves its accuracy by learning from verification corrections.

AI-Driven Results

Achieve 90% reduction in manual labor, 99.8% data accuracy, and 2x faster information delivery through AI-driven automation.

Key Business Goals

“What our clients value most is transforming their business operations with our Custom AI Agents that turn expensive, time-consuming manual processes into streamlined automated workflows. By identifying their most resource-draining routine tasks, we deploy intelligent digital workers that execute with precision around the clock, reducing operational costs while eliminating human error. Our integration specialists ensure seamless adoption into the existing systems, with solutions that continuously learn and improve over time. The main result - customer’s team finally liberated from tedious tasks, the budget reallocated to growth initiatives, and the competitive advantage that comes from maximizing every resource.”.

Maksim Pankov
Maksim Panarin, Project Manager

Preparing your AI agent project

A successful AI agent implementation starts with thorough planning and discovery. At Mad Devs, we help businesses define clear objectives, analyze workflows, and ensure seamless integration of AI-powered automation.

Business objectives

Business objectives

We'll help to define specific tasks for your AI agent, identify key performance targets, and align the solution with your organization's strategic goals.

Key processes

Key processes

We'll analyze workflows for automation, map current business processes, and identify opportunities for AI-driven optimization and efficiency gains.

Integration points

Integration points

We'll identify systems your agent will interact with, determine necessary APIs and data exchange protocols, and create an integration architecture plan.

Success metrics

Success metrics

We'll establish performance indicators for the solution, develop measurement frameworks, and create benchmarks to evaluate the effectiveness of AI implementation.

Data access

Data access

We'll help determine necessary training data, assess data quality and availability, and design appropriate data pipelines to support your AI agent.

API documentation

API documentation

We'll audit existing interfaces, document all relevant APIs, and ensure proper connectivity between your AI agent and other enterprise systems.

Security requirements

Security requirements

We'll address all information protection aspects, implement appropriate access controls, and ensure compliance with relevant data security standards and regulations.

Test scenarios

Test scenarios

We'll develop a plan to verify functionality, create comprehensive test cases, and establish validation processes to ensure the AI agent performs as expected.

Stack we use

A successful AI agent implementation starts with thorough planning and discovery. At Mad Devs, we help businesses define clear objectives, analyze workflows, and ensure seamless integration of AI-powered automation.

OpenAI GPT-4/3.5

OpenAI GPT-4/3.5

Anthropic Claude

Anthropic Claude

Llama 2, Mistral

Llama 2, Mistral

PaLM

PaLM

Python

Python

Node.js

Node.js

FastAPI/Flask

FastAPI/Flask

Streamlit

Streamlit

Jupyter

Jupyter

LangChain

LangChain

AutoGPT

AutoGPT

BabyAGI
Semantic Kernel

Semantic Kernel

Pinecone

Pinecone

Weaviate

Weaviate

ChromaDB

ChromaDB

Milvus

Milvus

Qdrant

Qdrant

PostgreSQL

PostgreSQL

MongoDB

MongoDB

MinIO

MinIO

AWS

AWS

Google Cloud

Google Cloud

Azure

Azure

Weights & Biases

Weights & Biases

MLflow

MLflow

RabbitMQ

RabbitMQ

Redis Pub/Sub

Redis Pub/Sub

Apache Kafka

Apache Kafka

Get started with custom AI agents

Ready for an invisible workforce that learns faster than your best hire? Mad Devs builds AI partners calibrated to your unique operations—transforming complexity into profit while competitors chase generic solutions.

Schedule a Consultation